From 6827a13e37a0f7acbf5a67a7a6192b66944a9a15 Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 11 Jul 2023 16:29:30 +0100 Subject: [PATCH 01/57] clear session memory --- .../nodes/memory/DynamoDb/DynamoDb.ts | 66 +++++++++++-------- .../memory/MotorheadMemory/MotorheadMemory.ts | 63 ++++++++++-------- .../RedisBackedChatMemory.ts | 55 +++++++++------- .../nodes/memory/ZepMemory/ZepMemory.ts | 53 +++++++++------ packages/components/src/Interface.ts | 1 + packages/server/src/index.ts | 18 ++++- packages/server/src/utils/index.ts | 23 +++++++ 7 files changed, 178 insertions(+), 101 deletions(-) diff --git a/packages/components/nodes/memory/DynamoDb/DynamoDb.ts b/packages/components/nodes/memory/DynamoDb/DynamoDb.ts index 49d15cb61..2ea7ba048 100644 --- a/packages/components/nodes/memory/DynamoDb/DynamoDb.ts +++ b/packages/components/nodes/memory/DynamoDb/DynamoDb.ts @@ -65,37 +65,47 @@ class DynamoDb_Memory implements INode { } ] } + async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { - const tableName = nodeData.inputs?.tableName as string - const partitionKey = nodeData.inputs?.partitionKey as string - const sessionId = nodeData.inputs?.sessionId as string - const region = nodeData.inputs?.region as string - const accessKey = nodeData.inputs?.accessKey as string - const secretAccessKey = nodeData.inputs?.secretAccessKey as string - const memoryKey = nodeData.inputs?.memoryKey as string + return initalizeDynamoDB(nodeData, options) + } - const chatId = options.chatId - - const dynamoDb = new DynamoDBChatMessageHistory({ - tableName, - partitionKey, - sessionId: sessionId ? sessionId : chatId, - config: { - region, - credentials: { - accessKeyId: accessKey, - secretAccessKey - } - } - }) - - const memory = new BufferMemory({ - memoryKey, - chatHistory: dynamoDb, - returnMessages: true - }) - return memory + async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise { + const dynamodbMemory = initalizeDynamoDB(nodeData, options) + dynamodbMemory.clear() } } +const initalizeDynamoDB = (nodeData: INodeData, options: ICommonObject): BufferMemory => { + const tableName = nodeData.inputs?.tableName as string + const partitionKey = nodeData.inputs?.partitionKey as string + const sessionId = nodeData.inputs?.sessionId as string + const region = nodeData.inputs?.region as string + const accessKey = nodeData.inputs?.accessKey as string + const secretAccessKey = nodeData.inputs?.secretAccessKey as string + const memoryKey = nodeData.inputs?.memoryKey as string + + const chatId = options.chatId + + const dynamoDb = new DynamoDBChatMessageHistory({ + tableName, + partitionKey, + sessionId: sessionId ? sessionId : chatId, + config: { + region, + credentials: { + accessKeyId: accessKey, + secretAccessKey + } + } + }) + + const memory = new BufferMemory({ + memoryKey, + chatHistory: dynamoDb, + returnMessages: true + }) + return memory +} + module.exports = { nodeClass: DynamoDb_Memory } diff --git a/packages/components/nodes/memory/MotorheadMemory/MotorheadMemory.ts b/packages/components/nodes/memory/MotorheadMemory/MotorheadMemory.ts index 01d57614b..b710b30ab 100644 --- a/packages/components/nodes/memory/MotorheadMemory/MotorheadMemory.ts +++ b/packages/components/nodes/memory/MotorheadMemory/MotorheadMemory.ts @@ -64,35 +64,44 @@ class MotorMemory_Memory implements INode { } async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { - const memoryKey = nodeData.inputs?.memoryKey as string - const baseURL = nodeData.inputs?.baseURL as string - const sessionId = nodeData.inputs?.sessionId as string - const apiKey = nodeData.inputs?.apiKey as string - const clientId = nodeData.inputs?.clientId as string + return initalizeMotorhead(nodeData, options) + } - const chatId = options?.chatId as string - - let obj: MotorheadMemoryInput = { - returnMessages: true, - sessionId: sessionId ? sessionId : chatId, - memoryKey - } - - if (baseURL) { - obj = { - ...obj, - url: baseURL - } - } else { - obj = { - ...obj, - apiKey, - clientId - } - } - - return new MotorheadMemory(obj) + async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise { + const motorhead = initalizeMotorhead(nodeData, options) + motorhead.clear() } } +const initalizeMotorhead = (nodeData: INodeData, options: ICommonObject): MotorheadMemory => { + const memoryKey = nodeData.inputs?.memoryKey as string + const baseURL = nodeData.inputs?.baseURL as string + const sessionId = nodeData.inputs?.sessionId as string + const apiKey = nodeData.inputs?.apiKey as string + const clientId = nodeData.inputs?.clientId as string + + const chatId = options?.chatId as string + + let obj: MotorheadMemoryInput = { + returnMessages: true, + sessionId: sessionId ? sessionId : chatId, + memoryKey + } + + if (baseURL) { + obj = { + ...obj, + url: baseURL + } + } else { + obj = { + ...obj, + apiKey, + clientId + } + } + + return new MotorheadMemory(obj) +} + module.exports = { nodeClass: MotorMemory_Memory } diff --git a/packages/components/nodes/memory/RedisBackedChatMemory/RedisBackedChatMemory.ts b/packages/components/nodes/memory/RedisBackedChatMemory/RedisBackedChatMemory.ts index 2b4e51c26..cd406f59e 100644 --- a/packages/components/nodes/memory/RedisBackedChatMemory/RedisBackedChatMemory.ts +++ b/packages/components/nodes/memory/RedisBackedChatMemory/RedisBackedChatMemory.ts @@ -56,31 +56,40 @@ class RedisBackedChatMemory_Memory implements INode { } async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { - const baseURL = nodeData.inputs?.baseURL as string - const sessionId = nodeData.inputs?.sessionId as string - const sessionTTL = nodeData.inputs?.sessionTTL as number - const memoryKey = nodeData.inputs?.memoryKey as string + return initalizeRedis(nodeData, options) + } - const chatId = options?.chatId as string - - const redisClient = createClient({ url: baseURL }) - let obj: RedisChatMessageHistoryInput = { - sessionId: sessionId ? sessionId : chatId, - client: redisClient - } - - if (sessionTTL) { - obj = { - ...obj, - sessionTTL - } - } - - let redisChatMessageHistory = new RedisChatMessageHistory(obj) - let redis = new BufferMemory({ memoryKey, chatHistory: redisChatMessageHistory, returnMessages: true }) - - return redis + async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise { + const redis = initalizeRedis(nodeData, options) + redis.clear() } } +const initalizeRedis = (nodeData: INodeData, options: ICommonObject): BufferMemory => { + const baseURL = nodeData.inputs?.baseURL as string + const sessionId = nodeData.inputs?.sessionId as string + const sessionTTL = nodeData.inputs?.sessionTTL as number + const memoryKey = nodeData.inputs?.memoryKey as string + + const chatId = options?.chatId as string + + const redisClient = createClient({ url: baseURL }) + let obj: RedisChatMessageHistoryInput = { + sessionId: sessionId ? sessionId : chatId, + client: redisClient + } + + if (sessionTTL) { + obj = { + ...obj, + sessionTTL + } + } + + let redisChatMessageHistory = new RedisChatMessageHistory(obj) + let redis = new BufferMemory({ memoryKey, chatHistory: redisChatMessageHistory, returnMessages: true }) + + return redis +} + module.exports = { nodeClass: RedisBackedChatMemory_Memory } diff --git a/packages/components/nodes/memory/ZepMemory/ZepMemory.ts b/packages/components/nodes/memory/ZepMemory/ZepMemory.ts index 6e1a14bd7..d9bac948a 100644 --- a/packages/components/nodes/memory/ZepMemory/ZepMemory.ts +++ b/packages/components/nodes/memory/ZepMemory/ZepMemory.ts @@ -104,31 +104,11 @@ class ZepMemory_Memory implements INode { } async init(nodeData: INodeData, _: string, options: ICommonObject): Promise { - const baseURL = nodeData.inputs?.baseURL as string - const aiPrefix = nodeData.inputs?.aiPrefix as string - const humanPrefix = nodeData.inputs?.humanPrefix as string - const memoryKey = nodeData.inputs?.memoryKey as string - const inputKey = nodeData.inputs?.inputKey as string const autoSummaryTemplate = nodeData.inputs?.autoSummaryTemplate as string const autoSummary = nodeData.inputs?.autoSummary as boolean - const sessionId = nodeData.inputs?.sessionId as string - const apiKey = nodeData.inputs?.apiKey as string const k = nodeData.inputs?.k as string - const chatId = options?.chatId as string - - const obj: ZepMemoryInput = { - baseURL, - sessionId: sessionId ? sessionId : chatId, - aiPrefix, - humanPrefix, - returnMessages: true, - memoryKey, - inputKey - } - if (apiKey) obj.apiKey = apiKey - - let zep = new ZepMemory(obj) + let zep = initalizeZep(nodeData, options) // hack to support summary let tmpFunc = zep.loadMemoryVariables @@ -153,6 +133,37 @@ class ZepMemory_Memory implements INode { } return zep } + + async clearSessionMemory(nodeData: INodeData, options: ICommonObject): Promise { + const zep = initalizeZep(nodeData, options) + zep.clear() + } +} + +const initalizeZep = (nodeData: INodeData, options: ICommonObject) => { + const baseURL = nodeData.inputs?.baseURL as string + const aiPrefix = nodeData.inputs?.aiPrefix as string + const humanPrefix = nodeData.inputs?.humanPrefix as string + const memoryKey = nodeData.inputs?.memoryKey as string + const inputKey = nodeData.inputs?.inputKey as string + + const sessionId = nodeData.inputs?.sessionId as string + const apiKey = nodeData.inputs?.apiKey as string + + const chatId = options?.chatId as string + + const obj: ZepMemoryInput = { + baseURL, + sessionId: sessionId ? sessionId : chatId, + aiPrefix, + humanPrefix, + returnMessages: true, + memoryKey, + inputKey + } + if (apiKey) obj.apiKey = apiKey + + return new ZepMemory(obj) } module.exports = { nodeClass: ZepMemory_Memory } diff --git a/packages/components/src/Interface.ts b/packages/components/src/Interface.ts index d9233e490..862b81ac8 100644 --- a/packages/components/src/Interface.ts +++ b/packages/components/src/Interface.ts @@ -96,6 +96,7 @@ export interface INode extends INodeProperties { } init?(nodeData: INodeData, input: string, options?: ICommonObject): Promise run?(nodeData: INodeData, input: string, options?: ICommonObject): Promise + clearSessionMemory?(nodeData: INodeData, options?: ICommonObject): Promise } export interface INodeData extends INodeProperties { diff --git a/packages/server/src/index.ts b/packages/server/src/index.ts index 0f87aebad..e11fa283b 100644 --- a/packages/server/src/index.ts +++ b/packages/server/src/index.ts @@ -39,7 +39,8 @@ import { isFlowValidForStream, isVectorStoreFaiss, databaseEntities, - getApiKey + getApiKey, + clearSessionMemory } from './utils' import { cloneDeep } from 'lodash' import { getDataSource } from './DataSource' @@ -320,6 +321,19 @@ export class App { // Delete all chatmessages from chatflowid this.app.delete('/api/v1/chatmessage/:id', async (req: Request, res: Response) => { + const chatflow = await this.AppDataSource.getRepository(ChatFlow).findOneBy({ + id: req.params.id + }) + if (!chatflow) { + res.status(404).send(`Chatflow ${req.params.id} not found`) + return + } + const flowData = chatflow.flowData + const parsedFlowData: IReactFlowObject = JSON.parse(flowData) + const nodes = parsedFlowData.nodes + let chatId = await getChatId(chatflow.id) + if (!chatId) chatId = chatflow.id + clearSessionMemory(nodes, this.nodesPool.componentNodes, chatId, req.query.sessionId as string) const results = await this.AppDataSource.getRepository(ChatMessage).delete({ chatflowid: req.params.id }) return res.json(results) }) @@ -662,7 +676,7 @@ export class App { if (!chatflow) return res.status(404).send(`Chatflow ${chatflowid} not found`) let chatId = await getChatId(chatflow.id) - if (!chatId) chatId = Date.now().toString() + if (!chatId) chatId = chatflowid if (!isInternal) { await this.validateKey(req, res, chatflow) diff --git a/packages/server/src/utils/index.ts b/packages/server/src/utils/index.ts index 3ee7a25b2..e13bca979 100644 --- a/packages/server/src/utils/index.ts +++ b/packages/server/src/utils/index.ts @@ -267,6 +267,29 @@ export const buildLangchain = async ( return flowNodes } +/** + * Clear memory + * @param {IReactFlowNode[]} reactFlowNodes + * @param {IComponentNodes} componentNodes + * @param {string} chatId + * @param {string} sessionId + */ +export const clearSessionMemory = async ( + reactFlowNodes: IReactFlowNode[], + componentNodes: IComponentNodes, + chatId: string, + sessionId?: string +) => { + for (const node of reactFlowNodes) { + if (node.data.category !== 'Memory') continue + const nodeInstanceFilePath = componentNodes[node.data.name].filePath as string + const nodeModule = await import(nodeInstanceFilePath) + const newNodeInstance = new nodeModule.nodeClass() + if (sessionId && node.data.inputs) node.data.inputs.sessionId = sessionId + if (newNodeInstance.clearSessionMemory) await newNodeInstance?.clearSessionMemory(node.data, { chatId }) + } +} + /** * Get variable value from outputResponses.output * @param {string} paramValue From 880754358db6a32030f1ab820140c7bdebc6709f Mon Sep 17 00:00:00 2001 From: apeng-singlestore <127370261+apeng-singlestore@users.noreply.github.com> Date: Thu, 13 Jul 2023 16:54:48 -0700 Subject: [PATCH 02/57] Add singlestore upsert and existing --- package.json | 5 +- .../Singlestore_Existing.ts | 138 ++++++++++++++++ .../Singlestore_Existing/singlestore.svg | 20 +++ .../Singlestore_Upsert/Singlestore_Upsert.ts | 154 ++++++++++++++++++ .../Singlestore_Upsert/singlestore.svg | 20 +++ 5 files changed, 336 insertions(+), 1 deletion(-) create mode 100644 packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts create mode 100644 packages/components/nodes/vectorstores/Singlestore_Existing/singlestore.svg create mode 100644 packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts create mode 100644 packages/components/nodes/vectorstores/Singlestore_Upsert/singlestore.svg diff --git a/package.json b/package.json index 61ea436b4..8f9004baa 100644 --- a/package.json +++ b/package.json @@ -28,7 +28,6 @@ "*.{js,jsx,ts,tsx,json,md}": "eslint --fix" }, "devDependencies": { - "turbo": "1.7.4", "@babel/preset-env": "^7.19.4", "@babel/preset-typescript": "7.18.6", "@types/express": "^4.17.13", @@ -48,9 +47,13 @@ "pretty-quick": "^3.1.3", "rimraf": "^3.0.2", "run-script-os": "^1.1.6", + "turbo": "1.7.4", "typescript": "^4.8.4" }, "engines": { "node": ">=18.15.0" + }, + "dependencies": { + "mysql2": "^3.5.1" } } diff --git a/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts new file mode 100644 index 000000000..61ae84f60 --- /dev/null +++ b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts @@ -0,0 +1,138 @@ +import { INode, INodeData, INodeOutputsValue, INodeParams, INodeOptionsValue } from '../../../src/Interface' +import { Embeddings } from 'langchain/embeddings/base' +import { Document } from 'langchain/document' +import { getBaseClasses } from '../../../src/utils' +import { ConnectionOptions, SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' +import { flatten } from 'lodash' +import { integer } from '@opensearch-project/opensearch/api/types' + +class SingleStoreExisting_VectorStores implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + outputs: INodeOutputsValue[] + + constructor() { + this.label = 'SingleStore Load Existing Table' + this.name = 'singlestoreExisting' + this.type = 'SingleStore' + this.icon = 'singlestore.svg' + this.category = 'Vector Stores' + this.description = 'Load existing document from SingleStore' + this.baseClasses = [this.type, 'VectorStoreRetriever', 'BaseRetriever'] + this.inputs = [ + { + label: 'Embeddings', + name: 'embeddings', + type: 'Embeddings' + }, + { + label: 'Host', + name: 'host', + type: 'string' + }, + { + label: 'Port', + name: 'port', + type: 'string' + }, + { + label: 'User', + name: 'user', + type: 'string' + }, + { + label: 'Password', + name: 'password', + type: 'password' + }, + { + label: 'Database', + name: 'database', + type: 'string' + }, + { + label: 'Table Name', + name: 'tableName', + type: 'string' + }, + { + label: 'Content Column Name', + name: 'contentColumnName', + type: 'string' + }, + { + label: 'Vector Column Name', + name: 'vectorColumnName', + type: 'string' + }, + { + label: 'Metadata Column Name', + name: 'metadataColumnName', + type: 'string' + }, + { + label: 'Top K', + name: 'topK', + description: 'Number of top results to fetch. Default to 4', + placeholder: '4', + type: 'number', + additionalParams: true, + optional: true + } + ] + this.outputs = [ + { + label: 'SingleStore Retriever', + name: 'retriever', + baseClasses: this.baseClasses + }, + { + label: 'SingleStore Vector Store', + name: 'vectorStore', + baseClasses: [this.type, ...getBaseClasses(SingleStoreVectorStore)] + } + ] + } + + async init(nodeData: INodeData): Promise { + const singleStoreConnectionConfig = { + connectionOptions: { + host: nodeData.inputs?.host as string, + port: nodeData.inputs?.port as integer, + user: nodeData.inputs?.user as string, + password: nodeData.inputs?.password as string, + database: nodeData.inputs?.database as string + }, + tableName: nodeData.inputs?.tableName as string, + contentColumnName: nodeData.inputs?.contentColumnName as string, + vectorColumnName: nodeData.inputs?.vectorColumnName as string, + metadataColumnName: nodeData.inputs?.metadataColumnName as string + } as SingleStoreVectorStoreConfig + + const embeddings = nodeData.inputs?.embeddings as Embeddings + const output = nodeData.outputs?.output as string + const topK = nodeData.inputs?.topK as string + const k = topK ? parseInt(topK, 10) : 4 + + let vectorStore: SingleStoreVectorStore + + vectorStore = new SingleStoreVectorStore(embeddings, singleStoreConnectionConfig) + + if (output === 'retriever') { + const retriever = vectorStore.asRetriever(k) + return retriever + } else if (output === 'vectorStore') { + ;(vectorStore as any).k = k + return vectorStore + } + return vectorStore + } +} + +module.exports = { nodeClass: SingleStoreExisting_VectorStores } diff --git a/packages/components/nodes/vectorstores/Singlestore_Existing/singlestore.svg b/packages/components/nodes/vectorstores/Singlestore_Existing/singlestore.svg new file mode 100644 index 000000000..bd8dc8177 --- /dev/null +++ b/packages/components/nodes/vectorstores/Singlestore_Existing/singlestore.svg @@ -0,0 +1,20 @@ + + + SingleStore + + + + + + + + + + + + + + + + + diff --git a/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts new file mode 100644 index 000000000..b5f873a58 --- /dev/null +++ b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts @@ -0,0 +1,154 @@ +import { INode, INodeData, INodeOutputsValue, INodeParams, INodeOptionsValue } from '../../../src/Interface' +import { Embeddings } from 'langchain/embeddings/base' +import { Document } from 'langchain/document' +import { getBaseClasses } from '../../../src/utils' +import { ConnectionOptions, SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' +import { flatten } from 'lodash' +import { integer } from '@opensearch-project/opensearch/api/types' +import { MemoryVectorStore } from 'langchain/vectorstores/memory' + +class SingleStoreUpsert_VectorStores implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + outputs: INodeOutputsValue[] + + constructor() { + this.label = 'SingleStore Upsert Document' + this.name = 'singlestoreUpsert' + this.type = 'SingleStore' + this.icon = 'singlestore.svg' + this.category = 'Vector Stores' + this.description = 'Upsert documents to SingleStore' + this.baseClasses = [this.type, 'VectorStoreRetriever', 'BaseRetriever'] + this.inputs = [ + { + label: 'Document', + name: 'document', + type: 'Document', + list: true + }, + { + label: 'Embeddings', + name: 'embeddings', + type: 'Embeddings' + }, + { + label: 'Host', + name: 'host', + type: 'string' + }, + { + label: 'Port', + name: 'port', + type: 'string' + }, + { + label: 'User', + name: 'user', + type: 'string' + }, + { + label: 'Password', + name: 'password', + type: 'password' + }, + { + label: 'Database', + name: 'database', + type: 'string' + }, + { + label: 'Table Name', + name: 'tableName', + type: 'string' + }, + { + label: 'Content Column Name', + name: 'contentColumnName', + type: 'string' + }, + { + label: 'Vector Column Name', + name: 'vectorColumnName', + type: 'string' + }, + { + label: 'Metadata Column Name', + name: 'metadataColumnName', + type: 'string' + }, + { + label: 'Top K', + name: 'topK', + description: 'Number of top results to fetch. Default to 4', + placeholder: '4', + type: 'number', + additionalParams: true, + optional: true + } + ] + this.outputs = [ + { + label: 'SingleStore Retriever', + name: 'retriever', + baseClasses: this.baseClasses + }, + { + label: 'SingleStore Vector Store', + name: 'vectorStore', + baseClasses: [this.type, ...getBaseClasses(SingleStoreVectorStore)] + } + ] + } + + async init(nodeData: INodeData): Promise { + const singleStoreConnectionConfig = { + connectionOptions: { + host: nodeData.inputs?.host as string, + port: nodeData.inputs?.port as integer, + user: nodeData.inputs?.user as string, + password: nodeData.inputs?.password as string, + database: nodeData.inputs?.database as string + }, + tableName: nodeData.inputs?.tableName as string, + contentColumnName: nodeData.inputs?.contentColumnName as string, + vectorColumnName: nodeData.inputs?.vectorColumnName as string, + metadataColumnName: nodeData.inputs?.metadataColumnName as string + } as SingleStoreVectorStoreConfig + + const docs = nodeData.inputs?.document as Document[] + const embeddings = nodeData.inputs?.embeddings as Embeddings + const output = nodeData.outputs?.output as string + const topK = nodeData.inputs?.topK as string + const k = topK ? parseInt(topK, 10) : 4 + + const flattenDocs = docs && docs.length ? flatten(docs) : [] + const finalDocs = [] + for (let i = 0; i < flattenDocs.length; i += 1) { + finalDocs.push(new Document(flattenDocs[i])) + } + + let vectorStore: SingleStoreVectorStore | MemoryVectorStore + + vectorStore = new SingleStoreVectorStore(embeddings, singleStoreConnectionConfig) + vectorStore.addDocuments.bind(vectorStore)(finalDocs) + + + if (output === 'retriever') { + const retriever = vectorStore.asRetriever(k) + return retriever + } else if (output === 'vectorStore') { + ;(vectorStore as any).k = k + return vectorStore + } + return vectorStore + } +} + +module.exports = { nodeClass: SingleStoreUpsert_VectorStores } diff --git a/packages/components/nodes/vectorstores/Singlestore_Upsert/singlestore.svg b/packages/components/nodes/vectorstores/Singlestore_Upsert/singlestore.svg new file mode 100644 index 000000000..bd8dc8177 --- /dev/null +++ b/packages/components/nodes/vectorstores/Singlestore_Upsert/singlestore.svg @@ -0,0 +1,20 @@ + + + SingleStore + + + + + + + + + + + + + + + + + From f893edcc02f9b830a5d51a26e2d77166f863ad48 Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Sat, 15 Jul 2023 00:49:31 +0530 Subject: [PATCH 03/57] ChatMessage Order Fixed --- packages/server/src/index.ts | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/packages/server/src/index.ts b/packages/server/src/index.ts index 74c4d07e4..ff7d375d0 100644 --- a/packages/server/src/index.ts +++ b/packages/server/src/index.ts @@ -306,8 +306,13 @@ export class App { // Get all chatmessages from chatflowid this.app.get('/api/v1/chatmessage/:id', async (req: Request, res: Response) => { - const chatmessages = await this.AppDataSource.getRepository(ChatMessage).findBy({ - chatflowid: req.params.id + const chatmessages = await this.AppDataSource.getRepository(ChatMessage).find({ + where: { + chatflowid: req.params.id + }, + order: { + createdDate: 'ASC' + }, }) return res.json(chatmessages) }) From 5ce082e34f8a9499cdf195dbc15ce0339a1d935d Mon Sep 17 00:00:00 2001 From: apeng-singlestore <127370261+apeng-singlestore@users.noreply.github.com> Date: Fri, 14 Jul 2023 15:24:24 -0700 Subject: [PATCH 04/57] remove redundant imports and move some options to additional --- .../Singlestore_Existing.ts | 43 +++++++++--------- .../Singlestore_Upsert/Singlestore_Upsert.ts | 44 ++++++++++--------- 2 files changed, 47 insertions(+), 40 deletions(-) diff --git a/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts index 61ae84f60..3b880b24c 100644 --- a/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts +++ b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts @@ -1,10 +1,7 @@ -import { INode, INodeData, INodeOutputsValue, INodeParams, INodeOptionsValue } from '../../../src/Interface' +import { INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface' import { Embeddings } from 'langchain/embeddings/base' -import { Document } from 'langchain/document' import { getBaseClasses } from '../../../src/utils' -import { ConnectionOptions, SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' -import { flatten } from 'lodash' -import { integer } from '@opensearch-project/opensearch/api/types' +import { SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' class SingleStoreExisting_VectorStores implements INode { label: string @@ -36,11 +33,6 @@ class SingleStoreExisting_VectorStores implements INode { name: 'host', type: 'string' }, - { - label: 'Port', - name: 'port', - type: 'string' - }, { label: 'User', name: 'user', @@ -59,27 +51,38 @@ class SingleStoreExisting_VectorStores implements INode { { label: 'Table Name', name: 'tableName', - type: 'string' + type: 'string', + placeholder: 'embeddings', + additionalParams: true, + optional: true }, { label: 'Content Column Name', name: 'contentColumnName', - type: 'string' + type: 'string', + placeholder: 'content', + additionalParams: true, + optional: true }, { label: 'Vector Column Name', name: 'vectorColumnName', - type: 'string' + type: 'string', + placeholder: 'vector', + additionalParams: true, + optional: true }, { label: 'Metadata Column Name', name: 'metadataColumnName', - type: 'string' + type: 'string', + placeholder: 'metadata', + additionalParams: true, + optional: true }, { label: 'Top K', name: 'topK', - description: 'Number of top results to fetch. Default to 4', placeholder: '4', type: 'number', additionalParams: true, @@ -104,15 +107,15 @@ class SingleStoreExisting_VectorStores implements INode { const singleStoreConnectionConfig = { connectionOptions: { host: nodeData.inputs?.host as string, - port: nodeData.inputs?.port as integer, + port: 3306, user: nodeData.inputs?.user as string, password: nodeData.inputs?.password as string, database: nodeData.inputs?.database as string }, - tableName: nodeData.inputs?.tableName as string, - contentColumnName: nodeData.inputs?.contentColumnName as string, - vectorColumnName: nodeData.inputs?.vectorColumnName as string, - metadataColumnName: nodeData.inputs?.metadataColumnName as string + ...(nodeData.inputs?.tableName ? { tableName: nodeData.inputs.tableName as string } : {}), + ...(nodeData.inputs?.contentColumnName ? { contentColumnName: nodeData.inputs.contentColumnName as string } : {}), + ...(nodeData.inputs?.vectorColumnName ? { vectorColumnName: nodeData.inputs.vectorColumnName as string } : {}), + ...(nodeData.inputs?.metadataColumnName ? { metadataColumnName: nodeData.inputs.metadataColumnName as string } : {}) } as SingleStoreVectorStoreConfig const embeddings = nodeData.inputs?.embeddings as Embeddings diff --git a/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts index b5f873a58..dc59edb6d 100644 --- a/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts +++ b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts @@ -2,9 +2,8 @@ import { INode, INodeData, INodeOutputsValue, INodeParams, INodeOptionsValue } f import { Embeddings } from 'langchain/embeddings/base' import { Document } from 'langchain/document' import { getBaseClasses } from '../../../src/utils' -import { ConnectionOptions, SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' +import { SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' import { flatten } from 'lodash' -import { integer } from '@opensearch-project/opensearch/api/types' import { MemoryVectorStore } from 'langchain/vectorstores/memory' class SingleStoreUpsert_VectorStores implements INode { @@ -43,11 +42,6 @@ class SingleStoreUpsert_VectorStores implements INode { name: 'host', type: 'string' }, - { - label: 'Port', - name: 'port', - type: 'string' - }, { label: 'User', name: 'user', @@ -66,27 +60,38 @@ class SingleStoreUpsert_VectorStores implements INode { { label: 'Table Name', name: 'tableName', - type: 'string' + type: 'string', + placeholder: 'embeddings', + additionalParams: true, + optional: true }, { label: 'Content Column Name', name: 'contentColumnName', - type: 'string' + type: 'string', + placeholder: 'content', + additionalParams: true, + optional: true }, { label: 'Vector Column Name', name: 'vectorColumnName', - type: 'string' + type: 'string', + placeholder: 'vector', + additionalParams: true, + optional: true }, { label: 'Metadata Column Name', name: 'metadataColumnName', - type: 'string' + type: 'string', + placeholder: 'metadata', + additionalParams: true, + optional: true }, { label: 'Top K', name: 'topK', - description: 'Number of top results to fetch. Default to 4', placeholder: '4', type: 'number', additionalParams: true, @@ -111,15 +116,15 @@ class SingleStoreUpsert_VectorStores implements INode { const singleStoreConnectionConfig = { connectionOptions: { host: nodeData.inputs?.host as string, - port: nodeData.inputs?.port as integer, + port: 3306, user: nodeData.inputs?.user as string, password: nodeData.inputs?.password as string, database: nodeData.inputs?.database as string }, - tableName: nodeData.inputs?.tableName as string, - contentColumnName: nodeData.inputs?.contentColumnName as string, - vectorColumnName: nodeData.inputs?.vectorColumnName as string, - metadataColumnName: nodeData.inputs?.metadataColumnName as string + ...(nodeData.inputs?.tableName ? { tableName: nodeData.inputs.tableName as string } : {}), + ...(nodeData.inputs?.contentColumnName ? { contentColumnName: nodeData.inputs.contentColumnName as string } : {}), + ...(nodeData.inputs?.vectorColumnName ? { vectorColumnName: nodeData.inputs.vectorColumnName as string } : {}), + ...(nodeData.inputs?.metadataColumnName ? { metadataColumnName: nodeData.inputs.metadataColumnName as string } : {}) } as SingleStoreVectorStoreConfig const docs = nodeData.inputs?.document as Document[] @@ -134,11 +139,10 @@ class SingleStoreUpsert_VectorStores implements INode { finalDocs.push(new Document(flattenDocs[i])) } - let vectorStore: SingleStoreVectorStore | MemoryVectorStore - + let vectorStore: SingleStoreVectorStore + vectorStore = new SingleStoreVectorStore(embeddings, singleStoreConnectionConfig) vectorStore.addDocuments.bind(vectorStore)(finalDocs) - if (output === 'retriever') { const retriever = vectorStore.asRetriever(k) From 647bb1f8649d11f27686b827ae67d40e9644fae4 Mon Sep 17 00:00:00 2001 From: denchi Date: Sat, 15 Jul 2023 13:34:08 +0100 Subject: [PATCH 05/57] Added BraveSearch Api Tool --- .../tools/BraveSearchAPI/BraveSearchAPI.ts | 38 +++++++++++++++ .../nodes/tools/BraveSearchAPI/brave-logo.svg | 46 +++++++++++++++++++ 2 files changed, 84 insertions(+) create mode 100644 packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts create mode 100644 packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg diff --git a/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts new file mode 100644 index 000000000..75d0d5c53 --- /dev/null +++ b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts @@ -0,0 +1,38 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { getBaseClasses } from '../../../src/utils' +import { BraveSearch } from 'langchain/tools' + +class BraveSearchAPI_Tools implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'BraveSearch API' + this.name = 'braveSearchAPI' + this.type = 'BraveSearchAPI' + this.icon = 'brave-logo.svg' + this.category = 'Tools' + this.description = 'Wrapper around BraveSearch API - a real-time API to access Brave search results' + this.inputs = [ + { + label: 'BraveSearch API Key', + name: 'apiKey', + type: 'password' + } + ] + this.baseClasses = [this.type, ...getBaseClasses(BraveSearch)] + } + + async init(nodeData: INodeData): Promise { + const apiKey = nodeData.inputs?.apiKey as string + return new BraveSearch({apiKey}) + } +} + +module.exports = { nodeClass: BraveSearchAPI_Tools } diff --git a/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg b/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg new file mode 100644 index 000000000..686b5c413 --- /dev/null +++ b/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg @@ -0,0 +1,46 @@ + + + + Logotypes/bat/logo-dark@1x + Created with Sketch. + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file From c4e4e92fb213d5a208474b60ca057306b84200d7 Mon Sep 17 00:00:00 2001 From: denchi Date: Sat, 15 Jul 2023 15:56:52 +0100 Subject: [PATCH 06/57] Fix linting error --- .../components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts index 75d0d5c53..76629392c 100644 --- a/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts +++ b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts @@ -31,7 +31,7 @@ class BraveSearchAPI_Tools implements INode { async init(nodeData: INodeData): Promise { const apiKey = nodeData.inputs?.apiKey as string - return new BraveSearch({apiKey}) + return new BraveSearch({ apiKey }) } } From 78ee45565f2395f25e68aefe2769e2d0ee9eb5b2 Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Sun, 16 Jul 2023 01:06:38 +0530 Subject: [PATCH 07/57] Update index.ts --- packages/server/src/index.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/server/src/index.ts b/packages/server/src/index.ts index ff7d375d0..1c2d4ebc4 100644 --- a/packages/server/src/index.ts +++ b/packages/server/src/index.ts @@ -312,7 +312,7 @@ export class App { }, order: { createdDate: 'ASC' - }, + } }) return res.json(chatmessages) }) From 97eb80b9b54ed186c4994938edc10bd79d5654c2 Mon Sep 17 00:00:00 2001 From: chungyau97 Date: Sun, 16 Jul 2023 09:49:11 +0800 Subject: [PATCH 08/57] add content type text/xml --- packages/components/src/utils.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/src/utils.ts b/packages/components/src/utils.ts index 027ec8db2..78486643c 100644 --- a/packages/components/src/utils.ts +++ b/packages/components/src/utils.ts @@ -320,7 +320,7 @@ export async function xmlScrape(currentURL: string, limit: number): Promise Date: Sat, 15 Jul 2023 18:53:57 -0300 Subject: [PATCH 09/57] HtmlToMarkdownTextSplitter --- .../HtmlToMarkdownTextSplitter.ts | 75 +++++++++++++++++++ .../htmlToMarkdownTextSplitter.svg | 6 ++ packages/components/package.json | 1 + 3 files changed, 82 insertions(+) create mode 100644 packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts create mode 100644 packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/htmlToMarkdownTextSplitter.svg diff --git a/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts new file mode 100644 index 000000000..d05298fe1 --- /dev/null +++ b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts @@ -0,0 +1,75 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { getBaseClasses } from '../../../src/utils' +import { MarkdownTextSplitter, MarkdownTextSplitterParams } from 'langchain/text_splitter' +import { NodeHtmlMarkdown } from 'node-html-markdown' + +class HtmlToMarkdownTextSplitter_TextSplitters implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'HtmlToMarkdown Text Splitter' + this.name = 'htmlToMarkdownTextSplitter' + this.type = 'HtmlToMarkdownTextSplitter' + this.icon = 'htmlToMarkdownTextSplitter.svg' + this.category = 'Text Splitters' + this.description = `Converts Html to Markdown and then split your content into documents based on the Markdown headers` + this.baseClasses = [this.type, ...getBaseClasses(HtmlToMarkdownTextSplitter)] + this.inputs = [ + { + label: 'Chunk Size', + name: 'chunkSize', + type: 'number', + default: 1000, + optional: true + }, + { + label: 'Chunk Overlap', + name: 'chunkOverlap', + type: 'number', + optional: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const chunkSize = nodeData.inputs?.chunkSize as string + const chunkOverlap = nodeData.inputs?.chunkOverlap as string + + const obj = {} as MarkdownTextSplitterParams + + if (chunkSize) obj.chunkSize = parseInt(chunkSize, 10) + if (chunkOverlap) obj.chunkOverlap = parseInt(chunkOverlap, 10) + + const splitter = new HtmlToMarkdownTextSplitter(obj) + + return splitter + } +} +class HtmlToMarkdownTextSplitter extends MarkdownTextSplitter implements MarkdownTextSplitterParams { + constructor(fields?: Partial) { + { + super(fields) + } + } + splitText(text: string): Promise { + return new Promise((resolve, reject) => { + const markdown = NodeHtmlMarkdown.translate( + /* html */ text, + /* options (optional) */ {}, + /* customTranslators (optional) */ undefined, + /* customCodeBlockTranslators (optional) */ undefined + ) + super.splitText(markdown).then((result) => { + resolve(result) + }) + }) + } +} +module.exports = { nodeClass: HtmlToMarkdownTextSplitter_TextSplitters } diff --git a/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/htmlToMarkdownTextSplitter.svg b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/htmlToMarkdownTextSplitter.svg new file mode 100644 index 000000000..f7d45d603 --- /dev/null +++ b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/htmlToMarkdownTextSplitter.svg @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/packages/components/package.json b/packages/components/package.json index 3459a372f..d3ac06c35 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -42,6 +42,7 @@ "mammoth": "^1.5.1", "moment": "^2.29.3", "node-fetch": "^2.6.11", + "node-html-markdown": "^1.3.0", "pdf-parse": "^1.1.1", "pdfjs-dist": "^3.7.107", "playwright": "^1.35.0", From b4b7ccdbd78cd8ff11b9f5894ea0893360beb3f4 Mon Sep 17 00:00:00 2001 From: Rafael Reis Date: Sun, 16 Jul 2023 01:34:18 -0300 Subject: [PATCH 10/57] clean code --- .../HtmlToMarkdownTextSplitter.ts | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts index d05298fe1..161cb89e7 100644 --- a/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts +++ b/packages/components/nodes/textsplitters/HtmlToMarkdownTextSplitter/HtmlToMarkdownTextSplitter.ts @@ -59,13 +59,8 @@ class HtmlToMarkdownTextSplitter extends MarkdownTextSplitter implements Markdow } } splitText(text: string): Promise { - return new Promise((resolve, reject) => { - const markdown = NodeHtmlMarkdown.translate( - /* html */ text, - /* options (optional) */ {}, - /* customTranslators (optional) */ undefined, - /* customCodeBlockTranslators (optional) */ undefined - ) + return new Promise((resolve) => { + const markdown = NodeHtmlMarkdown.translate(text) super.splitText(markdown).then((result) => { resolve(result) }) From b5a41be7db9224c85d632488835eef4612246226 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Sun, 16 Jul 2023 17:59:25 +0900 Subject: [PATCH 11/57] add -H "Content-Type: application/json" in curl command --- packages/ui/src/views/chatflows/APICodeDialog.js | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index 5e32c1d4b..ed9d8986c 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -204,7 +204,8 @@ query({"question": "Hey, how are you?"}).then((response) => { } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\ - -d '{"question": "Hey, how are you?"}'` + -d '{"question": "Hey, how are you?"}' \\ + -H "Content-Type: application/json"` } return '' } @@ -246,6 +247,7 @@ query({"question": "Hey, how are you?"}).then((response) => { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\ -d '{"question": "Hey, how are you?"}' \\ + -H "Content-Type: application/json" \\ -H "Authorization: Bearer ${selectedApiKey?.apiKey}"` } return '' @@ -316,7 +318,8 @@ query(formData).then((response) => { ` } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ - -X POST \\${getConfigExamplesForCurl(configData, 'formData')}` + -X POST \\${getConfigExamplesForCurl(configData, 'formData')} \\ + -H "Content-Type: application/json"` } return '' } @@ -363,6 +366,7 @@ query(formData).then((response) => { } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\${getConfigExamplesForCurl(configData, 'formData')} \\ + -H "Content-Type: application/json" \\ -H "Authorization: Bearer ${selectedApiKey?.apiKey}"` } return '' @@ -410,7 +414,8 @@ query({ } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\ - -d '{"question": "Hey, how are you?", "overrideConfig": {${getConfigExamplesForCurl(configData, 'json')}}'` + -d '{"question": "Hey, how are you?", "overrideConfig": {${getConfigExamplesForCurl(configData, 'json')}}' \\ + -H "Content-Type: application/json"` } return '' } @@ -460,6 +465,7 @@ query({ return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\ -d '{"question": "Hey, how are you?", "overrideConfig": {${getConfigExamplesForCurl(configData, 'json')}}' \\ + -H "Content-Type: application/json" \\ -H "Authorization: Bearer ${selectedApiKey?.apiKey}"` } return '' From 832064634bdae63ed4fadd9019c6d5a8a3c225a1 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Sun, 16 Jul 2023 18:22:31 +0900 Subject: [PATCH 12/57] Refactor API request to include Content-Type header --- .../ui/src/views/chatflows/APICodeDialog.js | 36 ++++++++++++++----- 1 file changed, 27 insertions(+), 9 deletions(-) diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index 5e32c1d4b..9a036948b 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -190,7 +190,10 @@ output = query({ "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { method: "POST", - body: data + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify(data) } ); const result = await response.json(); @@ -229,9 +232,12 @@ output = query({ const response = await fetch( "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { - headers: { Authorization: "Bearer ${selectedApiKey?.apiKey}" }, + headers: { + Authorization: "Bearer ${selectedApiKey?.apiKey}", + "Content-Type": "application/json" + }, method: "POST", - body: data + body: JSON.stringify(data) } ); const result = await response.json(); @@ -303,7 +309,10 @@ async function query(formData) { "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { method: "POST", - body: formData + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify(formData) } ); const result = await response.json(); @@ -347,9 +356,12 @@ async function query(formData) { const response = await fetch( "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { - headers: { Authorization: "Bearer ${selectedApiKey?.apiKey}" }, + headers: { + Authorization: "Bearer ${selectedApiKey?.apiKey}", + "Content-Type": "application/json" + }, method: "POST", - body: formData + body: JSON.stringify(formData) } ); const result = await response.json(); @@ -392,7 +404,10 @@ output = query({ "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { method: "POST", - body: data + headers: { + "Content-Type": "application/json" + }, + body: JSON.stringify(data) } ); const result = await response.json(); @@ -439,9 +454,12 @@ output = query({ const response = await fetch( "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { - headers: { Authorization: "Bearer ${selectedApiKey?.apiKey}" }, + headers: { + Authorization: "Bearer ${selectedApiKey?.apiKey}", + "Content-Type": "application/json" + }, method: "POST", - body: data + body: JSON.stringify(data) } ); const result = await response.json(); From 7ec8f8ea2841db6ad7d9738ddc81f7c133dedf62 Mon Sep 17 00:00:00 2001 From: Henry Date: Sun, 16 Jul 2023 14:32:47 +0100 Subject: [PATCH 13/57] address vm2 security --- README.md | 24 +++++++------ docker/.env.example | 2 ++ docker/docker-compose.yml | 2 ++ .../components/nodes/tools/CustomTool/core.ts | 36 ++++++++++++------- packages/server/.env.example | 2 ++ packages/server/README.md | 24 +++++++------ packages/server/src/commands/start.ts | 6 +++- 7 files changed, 61 insertions(+), 35 deletions(-) diff --git a/README.md b/README.md index 5023a1b77..b4d4b860e 100644 --- a/README.md +++ b/README.md @@ -130,17 +130,19 @@ FLOWISE_PASSWORD=1234 Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. -| Variable | Description | Type | Default | -| ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | -| PORT | The HTTP port Flowise runs on | Number | 3000 | -| FLOWISE_USERNAME | Username to login | String | -| FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs from components | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | -| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | -| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | -| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| Variable | Description | Type | Default | +| -------------------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | +| PORT | The HTTP port Flowise runs on | Number | 3000 | +| FLOWISE_USERNAME | Username to login | String | +| FLOWISE_PASSWORD | Password to login | String | +| DEBUG | Print logs from components | Boolean | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | +| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | +| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | +| TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | You can also specify the env variables when using `npx`. For example: diff --git a/docker/.env.example b/docker/.env.example index 262e08a63..a0b1fb26f 100644 --- a/docker/.env.example +++ b/docker/.env.example @@ -6,3 +6,5 @@ PORT=3000 # APIKEY_PATH=/your_api_key_path/.flowise # LOG_PATH=/your_log_path/logs # EXECUTION_MODE=child or main +# TOOL_FUNCTION_BUILTIN_DEP=crypto,fs +# TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash \ No newline at end of file diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml index 3077c43d3..4a8c4dbb8 100644 --- a/docker/docker-compose.yml +++ b/docker/docker-compose.yml @@ -13,6 +13,8 @@ services: - LOG_PATH=${LOG_PATH} - EXECUTION_MODE=${EXECUTION_MODE} - DEBUG=${DEBUG} + - TOOL_FUNCTION_BUILTIN_DEP=${TOOL_FUNCTION_BUILTIN_DEP} + - TOOL_FUNCTION_EXTERNAL_DEP=${TOOL_FUNCTION_EXTERNAL_DEP} ports: - '${PORT}:${PORT}' volumes: diff --git a/packages/components/nodes/tools/CustomTool/core.ts b/packages/components/nodes/tools/CustomTool/core.ts index 0d3d7bcd9..2aa06b547 100644 --- a/packages/components/nodes/tools/CustomTool/core.ts +++ b/packages/components/nodes/tools/CustomTool/core.ts @@ -51,25 +51,37 @@ export class DynamicStructuredTool< } } + const defaultAllowBuiltInDep = [ + 'assert', + 'buffer', + 'crypto', + 'events', + 'http', + 'https', + 'net', + 'path', + 'querystring', + 'timers', + 'tls', + 'url', + 'zlib' + ] + + const builtinDeps = process.env.TOOL_FUNCTION_BUILTIN_DEP + ? defaultAllowBuiltInDep.concat(process.env.TOOL_FUNCTION_BUILTIN_DEP.split(',')) + : defaultAllowBuiltInDep + const externalDeps = process.env.TOOL_FUNCTION_EXTERNAL_DEP ? process.env.TOOL_FUNCTION_EXTERNAL_DEP.split(',') : [] + const deps = availableDependencies.concat(externalDeps) + const options = { console: 'inherit', sandbox, require: { - external: false as boolean | { modules: string[] }, - builtin: ['*'] + external: { modules: deps }, + builtin: builtinDeps } } as any - const external = JSON.stringify(availableDependencies) - if (external) { - const deps = JSON.parse(external) - if (deps && deps.length) { - options.require.external = { - modules: deps - } - } - } - const vm = new NodeVM(options) const response = await vm.run(`module.exports = async function() {${this.code}}()`, __dirname) diff --git a/packages/server/.env.example b/packages/server/.env.example index d9b2da762..81bac2dcc 100644 --- a/packages/server/.env.example +++ b/packages/server/.env.example @@ -7,3 +7,5 @@ PORT=3000 # LOG_PATH=/your_log_path/logs # LOG_LEVEL=debug (error | warn | info | verbose | debug) # EXECUTION_MODE=main (child | main) +# TOOL_FUNCTION_BUILTIN_DEP=crypto,fs +# TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash diff --git a/packages/server/README.md b/packages/server/README.md index fb3a0c123..e7aacf32e 100644 --- a/packages/server/README.md +++ b/packages/server/README.md @@ -33,17 +33,19 @@ FLOWISE_PASSWORD=1234 Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. -| Variable | Description | Type | Default | -| ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | -| PORT | The HTTP port Flowise runs on | Number | 3000 | -| FLOWISE_USERNAME | Username to login | String | -| FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs from components | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | -| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | -| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | -| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| Variable | Description | Type | Default | +| -------------------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | +| PORT | The HTTP port Flowise runs on | Number | 3000 | +| FLOWISE_USERNAME | Username to login | String | +| FLOWISE_PASSWORD | Password to login | String | +| DEBUG | Print logs from components | Boolean | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | +| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | +| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | +| TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | You can also specify the env variables when using `npx`. For example: diff --git a/packages/server/src/commands/start.ts b/packages/server/src/commands/start.ts index 276a3036e..ffb6e4496 100644 --- a/packages/server/src/commands/start.ts +++ b/packages/server/src/commands/start.ts @@ -24,7 +24,9 @@ export default class Start extends Command { APIKEY_PATH: Flags.string(), LOG_PATH: Flags.string(), LOG_LEVEL: Flags.string(), - EXECUTION_MODE: Flags.string() + EXECUTION_MODE: Flags.string(), + TOOL_FUNCTION_BUILTIN_DEP: Flags.string(), + TOOL_FUNCTION_EXTERNAL_DEP: Flags.string() } async stopProcess() { @@ -65,6 +67,8 @@ export default class Start extends Command { if (flags.LOG_LEVEL) process.env.LOG_LEVEL = flags.LOG_LEVEL if (flags.EXECUTION_MODE) process.env.EXECUTION_MODE = flags.EXECUTION_MODE if (flags.DEBUG) process.env.DEBUG = flags.DEBUG + if (flags.TOOL_FUNCTION_BUILTIN_DEP) process.env.TOOL_FUNCTION_BUILTIN_DEP = flags.TOOL_FUNCTION_BUILTIN_DEP + if (flags.TOOL_FUNCTION_EXTERNAL_DEP) process.env.TOOL_FUNCTION_EXTERNAL_DEP = flags.TOOL_FUNCTION_EXTERNAL_DEP await (async () => { try { From be49c11f6b712ef781a8f1c7672c7d9357e2c3e1 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Mon, 17 Jul 2023 13:49:16 +0900 Subject: [PATCH 14/57] Update content-type header to application/x-www-form-urlencoded in APICodeDialog.js --- packages/ui/src/views/chatflows/APICodeDialog.js | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index 9a036948b..b28cee739 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -310,9 +310,9 @@ async function query(formData) { { method: "POST", headers: { - "Content-Type": "application/json" + "Content-Type": "application/x-www-form-urlencoded" }, - body: JSON.stringify(formData) + body: new URLSearchParams(formData) } ); const result = await response.json(); @@ -358,10 +358,10 @@ async function query(formData) { { headers: { Authorization: "Bearer ${selectedApiKey?.apiKey}", - "Content-Type": "application/json" + "Content-Type": "application/x-www-form-urlencoded" }, method: "POST", - body: JSON.stringify(formData) + body: new URLSearchParams(formData) } ); const result = await response.json(); From 6804216c6a7e2e6bd72178a88a902f353a41d2e0 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Mon, 17 Jul 2023 14:11:06 +0900 Subject: [PATCH 15/57] Update cURL command with new Content-Type header --- packages/ui/src/views/chatflows/APICodeDialog.js | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index ed9d8986c..c9d5565aa 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -319,7 +319,7 @@ query(formData).then((response) => { } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\${getConfigExamplesForCurl(configData, 'formData')} \\ - -H "Content-Type: application/json"` + -H "Content-Type: multipart/form-data"` } return '' } @@ -366,7 +366,7 @@ query(formData).then((response) => { } else if (codeLang === 'cURL') { return `curl ${baseURL}/api/v1/prediction/${dialogProps.chatflowid} \\ -X POST \\${getConfigExamplesForCurl(configData, 'formData')} \\ - -H "Content-Type: application/json" \\ + -H "Content-Type: multipart/form-data" \\ -H "Authorization: Bearer ${selectedApiKey?.apiKey}"` } return '' From d03d77d870b85d7fea47ebedad27e4d7f5f66596 Mon Sep 17 00:00:00 2001 From: yejiezhao Date: Mon, 17 Jul 2023 15:40:35 +0800 Subject: [PATCH 16/57] fix: bug inputType --- packages/ui/src/ui-component/input/Input.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/ui/src/ui-component/input/Input.js b/packages/ui/src/ui-component/input/Input.js index e77447641..5a7f45b7b 100644 --- a/packages/ui/src/ui-component/input/Input.js +++ b/packages/ui/src/ui-component/input/Input.js @@ -61,7 +61,7 @@ export const Input = ({ inputParam, value, onChange, disabled = false, showDialo Input.propTypes = { inputParam: PropTypes.object, - value: PropTypes.string, + value: PropTypes.oneOfType([PropTypes.string, PropTypes.number]), onChange: PropTypes.func, disabled: PropTypes.bool, showDialog: PropTypes.bool, From 551b0d515a8706f6ed452b6cef7d819543777c42 Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 17 Jul 2023 15:53:53 +0100 Subject: [PATCH 17/57] update log path --- README.md | 2 +- packages/server/README.md | 2 +- packages/server/src/utils/config.ts | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 5023a1b77..2c7002d51 100644 --- a/README.md +++ b/README.md @@ -136,7 +136,7 @@ Flowise support different environment variables to configure your instance. You | FLOWISE_USERNAME | Username to login | String | | FLOWISE_PASSWORD | Password to login | String | | DEBUG | Print logs from components | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | | LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | | DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | diff --git a/packages/server/README.md b/packages/server/README.md index fb3a0c123..087483e1a 100644 --- a/packages/server/README.md +++ b/packages/server/README.md @@ -39,7 +39,7 @@ Flowise support different environment variables to configure your instance. You | FLOWISE_USERNAME | Username to login | String | | FLOWISE_PASSWORD | Password to login | String | | DEBUG | Print logs from components | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | | LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | | DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | diff --git a/packages/server/src/utils/config.ts b/packages/server/src/utils/config.ts index 8540b3b12..b5f5884eb 100644 --- a/packages/server/src/utils/config.ts +++ b/packages/server/src/utils/config.ts @@ -7,7 +7,7 @@ dotenv.config({ path: path.join(__dirname, '..', '..', '.env'), override: true } // default config const loggingConfig = { - dir: process.env.LOG_PATH ?? path.join(__dirname, '..', '..', '..', '..', 'logs'), + dir: process.env.LOG_PATH ?? path.join(__dirname, '..', '..', 'logs'), server: { level: process.env.LOG_LEVEL ?? 'info', filename: 'server.log', From 3fc496ecb0182de8a853733b3564a0aa15142aac Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 17 Jul 2023 18:11:56 +0100 Subject: [PATCH 18/57] added unwanted log urls to prevent logging node-icon api calls --- packages/server/src/index.ts | 6 +-- packages/server/src/utils/logger.ts | 71 +++++++++++++++-------------- 2 files changed, 40 insertions(+), 37 deletions(-) diff --git a/packages/server/src/index.ts b/packages/server/src/index.ts index 1c2d4ebc4..35545bc3a 100644 --- a/packages/server/src/index.ts +++ b/packages/server/src/index.ts @@ -59,9 +59,6 @@ export class App { constructor() { this.app = express() - - // Add the expressRequestLogger middleware to log all requests - this.app.use(expressRequestLogger) } async initDatabase() { @@ -92,6 +89,9 @@ export class App { // Allow access from * this.app.use(cors()) + // Add the expressRequestLogger middleware to log all requests + this.app.use(expressRequestLogger) + if (process.env.FLOWISE_USERNAME && process.env.FLOWISE_PASSWORD) { const username = process.env.FLOWISE_USERNAME const password = process.env.FLOWISE_PASSWORD diff --git a/packages/server/src/utils/logger.ts b/packages/server/src/utils/logger.ts index 5d7ffedf1..57d5f64a8 100644 --- a/packages/server/src/utils/logger.ts +++ b/packages/server/src/utils/logger.ts @@ -57,43 +57,46 @@ const logger = createLogger({ * this.app.use(expressRequestLogger) */ export function expressRequestLogger(req: Request, res: Response, next: NextFunction): void { - const fileLogger = createLogger({ - format: combine(timestamp({ format: 'YYYY-MM-DD HH:mm:ss' }), format.json(), errors({ stack: true })), - defaultMeta: { - package: 'server', - request: { - method: req.method, - url: req.url, - body: req.body, - query: req.query, - params: req.params, - headers: req.headers - } - }, - transports: [ - new transports.File({ - filename: path.join(logDir, config.logging.express.filename ?? 'server-requests.log.jsonl'), - level: config.logging.express.level ?? 'debug' - }) - ] - }) + const unwantedLogURLs = ['/api/v1/node-icon/'] + if (req.url.includes('/api/v1/') && !unwantedLogURLs.some((url) => req.url.includes(url))) { + const fileLogger = createLogger({ + format: combine(timestamp({ format: 'YYYY-MM-DD HH:mm:ss' }), format.json(), errors({ stack: true })), + defaultMeta: { + package: 'server', + request: { + method: req.method, + url: req.url, + body: req.body, + query: req.query, + params: req.params, + headers: req.headers + } + }, + transports: [ + new transports.File({ + filename: path.join(logDir, config.logging.express.filename ?? 'server-requests.log.jsonl'), + level: config.logging.express.level ?? 'debug' + }) + ] + }) - const getRequestEmoji = (method: string) => { - const requetsEmojis: Record = { - GET: '⬇️', - POST: '⬆️', - PUT: '🖊', - DELETE: '❌' + const getRequestEmoji = (method: string) => { + const requetsEmojis: Record = { + GET: '⬇️', + POST: '⬆️', + PUT: '🖊', + DELETE: '❌' + } + + return requetsEmojis[method] || '?' } - return requetsEmojis[method] || '?' - } - - if (req.method !== 'GET') { - fileLogger.info(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) - logger.info(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) - } else { - fileLogger.http(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) + if (req.method !== 'GET') { + fileLogger.info(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) + logger.info(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) + } else { + fileLogger.http(`${getRequestEmoji(req.method)} ${req.method} ${req.url}`) + } } next() From 25b160261a92fb4f075228334f7c03113ef39271 Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 17 Jul 2023 18:25:53 +0100 Subject: [PATCH 19/57] update README --- README.md | 4 ++-- packages/server/README.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 2c7002d51..de7d218bb 100644 --- a/README.md +++ b/README.md @@ -135,9 +135,9 @@ Flowise support different environment variables to configure your instance. You | PORT | The HTTP port Flowise runs on | Number | 3000 | | FLOWISE_USERNAME | Username to login | String | | FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs from components | Boolean | +| DEBUG | Print logs onto terminal/console | Boolean | | LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | -| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| LOG_LEVEL | Different log levels for loggers to be saved | Enum String: `error`, `info`, `verbose`, `debug` | `info` | | DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | | EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | diff --git a/packages/server/README.md b/packages/server/README.md index 087483e1a..3d039c266 100644 --- a/packages/server/README.md +++ b/packages/server/README.md @@ -38,9 +38,9 @@ Flowise support different environment variables to configure your instance. You | PORT | The HTTP port Flowise runs on | Number | 3000 | | FLOWISE_USERNAME | Username to login | String | | FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs from components | Boolean | +| DEBUG | Print logs onto terminal/console | Boolean | | LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | -| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| LOG_LEVEL | Different log levels for loggers to be saved | Enum String: `error`, `info`, `verbose`, `debug` | `info` | | DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | | EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | From 745a42224fed43102e93de8caf489776a56b1a4d Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 17 Jul 2023 20:02:04 +0100 Subject: [PATCH 20/57] update docs on Docker env path --- README.md | 2 +- docker/.env.example | 7 ++++--- docker/README.md | 24 +++++++++++++++++++++++- docker/docker-compose.yml | 3 ++- packages/server/.env.example | 2 +- packages/server/README.md | 2 +- 6 files changed, 32 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index de7d218bb..15e781c98 100644 --- a/README.md +++ b/README.md @@ -128,7 +128,7 @@ FLOWISE_PASSWORD=1234 ## 🌱 Env Variables -Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. +Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://docs.flowiseai.com/environment-variables) | Variable | Description | Type | Default | | ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | diff --git a/docker/.env.example b/docker/.env.example index 262e08a63..cbee9c896 100644 --- a/docker/.env.example +++ b/docker/.env.example @@ -1,8 +1,9 @@ PORT=3000 +DATABASE_PATH=/root/.flowise +APIKEY_PATH=/root/.flowise +LOG_PATH=/root/.flowise/logs # FLOWISE_USERNAME=user # FLOWISE_PASSWORD=1234 # DEBUG=true -# DATABASE_PATH=/your_database_path/.flowise -# APIKEY_PATH=/your_api_key_path/.flowise -# LOG_PATH=/your_log_path/logs +# LOG_LEVEL=debug (error | warn | info | verbose | debug) # EXECUTION_MODE=child or main diff --git a/docker/README.md b/docker/README.md index 7f991a042..995db6fff 100644 --- a/docker/README.md +++ b/docker/README.md @@ -9,7 +9,7 @@ Starts Flowise from [DockerHub Image](https://hub.docker.com/repository/docker/f 3. Open [http://localhost:3000](http://localhost:3000) 4. You can bring the containers down by `docker-compose stop` -## With Authrorization +## 🔒 Authrorization 1. Create `.env` file and specify the `PORT`, `FLOWISE_USERNAME`, and `FLOWISE_PASSWORD` (refer to `.env.example`) 2. Pass `FLOWISE_USERNAME` and `FLOWISE_PASSWORD` to the `docker-compose.yml` file: @@ -22,3 +22,25 @@ Starts Flowise from [DockerHub Image](https://hub.docker.com/repository/docker/f 3. `docker-compose up -d` 4. Open [http://localhost:3000](http://localhost:3000) 5. You can bring the containers down by `docker-compose stop` + +## 🌱 Env Variables + +If you like to persist your data (flows, logs, apikeys), set these variables in the `.env` file inside `docker` folder: + +- DATABASE_PATH=/root/.flowise +- APIKEY_PATH=/root/.flowise +- LOG_PATH=/root/.flowise/logs + +Flowise also support different environment variables to configure your instance. Read [more](https://docs.flowiseai.com/environment-variables) + +| Variable | Description | Type | Default | +| ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | +| PORT | The HTTP port Flowise runs on | Number | 3000 | +| FLOWISE_USERNAME | Username to login | String | +| FLOWISE_PASSWORD | Password to login | String | +| DEBUG | Print logs onto terminal/console | Boolean | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | +| LOG_LEVEL | Different log levels for loggers to be saved | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | +| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | +| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | diff --git a/docker/docker-compose.yml b/docker/docker-compose.yml index 3077c43d3..7f616fa5f 100644 --- a/docker/docker-compose.yml +++ b/docker/docker-compose.yml @@ -8,11 +8,12 @@ services: - PORT=${PORT} - FLOWISE_USERNAME=${FLOWISE_USERNAME} - FLOWISE_PASSWORD=${FLOWISE_PASSWORD} + - DEBUG=${DEBUG} - DATABASE_PATH=${DATABASE_PATH} - APIKEY_PATH=${APIKEY_PATH} - LOG_PATH=${LOG_PATH} + - LOG_LEVEL=${LOG_LEVEL} - EXECUTION_MODE=${EXECUTION_MODE} - - DEBUG=${DEBUG} ports: - '${PORT}:${PORT}' volumes: diff --git a/packages/server/.env.example b/packages/server/.env.example index d9b2da762..181ad7157 100644 --- a/packages/server/.env.example +++ b/packages/server/.env.example @@ -4,6 +4,6 @@ PORT=3000 # DEBUG=true # DATABASE_PATH=/your_database_path/.flowise # APIKEY_PATH=/your_api_key_path/.flowise -# LOG_PATH=/your_log_path/logs +# LOG_PATH=/your_log_path/.flowise/logs # LOG_LEVEL=debug (error | warn | info | verbose | debug) # EXECUTION_MODE=main (child | main) diff --git a/packages/server/README.md b/packages/server/README.md index 3d039c266..e18da6978 100644 --- a/packages/server/README.md +++ b/packages/server/README.md @@ -31,7 +31,7 @@ FLOWISE_PASSWORD=1234 ## 🌱 Env Variables -Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. +Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://docs.flowiseai.com/environment-variables) | Variable | Description | Type | Default | | ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | From 72489fb078cd77549d7eb6779091b01b02094d1a Mon Sep 17 00:00:00 2001 From: Henry Heng Date: Mon, 17 Jul 2023 23:18:36 +0100 Subject: [PATCH 21/57] Fix lint Singlestore_Existing.ts --- .../vectorstores/Singlestore_Existing/Singlestore_Existing.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts index 3b880b24c..1b37a4008 100644 --- a/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts +++ b/packages/components/nodes/vectorstores/Singlestore_Existing/Singlestore_Existing.ts @@ -124,7 +124,7 @@ class SingleStoreExisting_VectorStores implements INode { const k = topK ? parseInt(topK, 10) : 4 let vectorStore: SingleStoreVectorStore - + vectorStore = new SingleStoreVectorStore(embeddings, singleStoreConnectionConfig) if (output === 'retriever') { From 587ac62296fd240dde00a54fb7c8591c31f1adfb Mon Sep 17 00:00:00 2001 From: Henry Heng Date: Mon, 17 Jul 2023 23:19:38 +0100 Subject: [PATCH 22/57] Fix lint Singlestore_Upsert.ts --- .../vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts index dc59edb6d..eb00381d2 100644 --- a/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts +++ b/packages/components/nodes/vectorstores/Singlestore_Upsert/Singlestore_Upsert.ts @@ -1,10 +1,9 @@ -import { INode, INodeData, INodeOutputsValue, INodeParams, INodeOptionsValue } from '../../../src/Interface' +import { INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface' import { Embeddings } from 'langchain/embeddings/base' import { Document } from 'langchain/document' import { getBaseClasses } from '../../../src/utils' import { SingleStoreVectorStore, SingleStoreVectorStoreConfig } from 'langchain/vectorstores/singlestore' import { flatten } from 'lodash' -import { MemoryVectorStore } from 'langchain/vectorstores/memory' class SingleStoreUpsert_VectorStores implements INode { label: string From 05e8e33d5a226741345410056eee8ad9ee066391 Mon Sep 17 00:00:00 2001 From: Henry Date: Mon, 17 Jul 2023 23:36:18 +0100 Subject: [PATCH 23/57] update Brave Tool logo --- .../tools/BraveSearchAPI/BraveSearchAPI.ts | 2 +- .../nodes/tools/BraveSearchAPI/brave-logo.svg | 46 ------------------- .../nodes/tools/BraveSearchAPI/brave.svg | 1 + 3 files changed, 2 insertions(+), 47 deletions(-) delete mode 100644 packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg create mode 100644 packages/components/nodes/tools/BraveSearchAPI/brave.svg diff --git a/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts index 76629392c..b84aaccd2 100644 --- a/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts +++ b/packages/components/nodes/tools/BraveSearchAPI/BraveSearchAPI.ts @@ -16,7 +16,7 @@ class BraveSearchAPI_Tools implements INode { this.label = 'BraveSearch API' this.name = 'braveSearchAPI' this.type = 'BraveSearchAPI' - this.icon = 'brave-logo.svg' + this.icon = 'brave.svg' this.category = 'Tools' this.description = 'Wrapper around BraveSearch API - a real-time API to access Brave search results' this.inputs = [ diff --git a/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg b/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg deleted file mode 100644 index 686b5c413..000000000 --- a/packages/components/nodes/tools/BraveSearchAPI/brave-logo.svg +++ /dev/null @@ -1,46 +0,0 @@ - - - - Logotypes/bat/logo-dark@1x - Created with Sketch. - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/packages/components/nodes/tools/BraveSearchAPI/brave.svg b/packages/components/nodes/tools/BraveSearchAPI/brave.svg new file mode 100644 index 000000000..0c0c0e86e --- /dev/null +++ b/packages/components/nodes/tools/BraveSearchAPI/brave.svg @@ -0,0 +1 @@ + \ No newline at end of file From 673cc029bd0c57a921a5d0d88e00b41eb7777cb0 Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 18 Jul 2023 01:22:20 +0100 Subject: [PATCH 24/57] update conversational retrieval qa chain prompt --- .../ConversationalRetrievalQAChain.ts | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts index 24b40d481..eeebe1ec3 100644 --- a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts +++ b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts @@ -7,14 +7,14 @@ import { BaseChatMemory, BufferMemory, ChatMessageHistory } from 'langchain/memo import { PromptTemplate } from 'langchain/prompts' import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler' -const default_qa_template = `Use the following pieces of context to answer the question at the end, in its original language. If you don't know the answer, just say that you don't know in its original language, don't try to make up an answer. +const default_qa_template = `Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer. {context} Question: {question} Helpful Answer:` -const qa_template = `Use the following pieces of context to answer the question at the end, in its original language. +const qa_template = `Use the following pieces of context to answer the question at the end. {context} From 56aa5258880b30d1ec646f60e8221fc9e66b79fd Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 18 Jul 2023 01:26:52 +0100 Subject: [PATCH 25/57] update Zep version --- packages/components/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/package.json b/packages/components/package.json index d3ac06c35..8cc022359 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -18,7 +18,7 @@ "dependencies": { "@aws-sdk/client-dynamodb": "^3.360.0", "@dqbd/tiktoken": "^1.0.7", - "@getzep/zep-js": "^0.3.1", + "@getzep/zep-js": "^0.4.1", "@huggingface/inference": "^2.6.1", "@opensearch-project/opensearch": "^1.2.0", "@pinecone-database/pinecone": "^0.0.12", From ed0bbe7bb73ce158d70ecae70ef3631d40ef987b Mon Sep 17 00:00:00 2001 From: Yongtae Date: Tue, 18 Jul 2023 15:09:22 +0900 Subject: [PATCH 26/57] revert content type related to form --- packages/ui/src/views/chatflows/APICodeDialog.js | 12 +++--------- 1 file changed, 3 insertions(+), 9 deletions(-) diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index b28cee739..57484c80e 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -309,10 +309,7 @@ async function query(formData) { "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { method: "POST", - headers: { - "Content-Type": "application/x-www-form-urlencoded" - }, - body: new URLSearchParams(formData) + body: formData } ); const result = await response.json(); @@ -356,12 +353,9 @@ async function query(formData) { const response = await fetch( "${baseURL}/api/v1/prediction/${dialogProps.chatflowid}", { - headers: { - Authorization: "Bearer ${selectedApiKey?.apiKey}", - "Content-Type": "application/x-www-form-urlencoded" - }, + headers: { Authorization: "Bearer ${selectedApiKey?.apiKey}" }, method: "POST", - body: new URLSearchParams(formData) + body: formData } ); const result = await response.json(); From c5eff32cf05519b99fe15d7c2a3cf214178bff9c Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Tue, 18 Jul 2023 23:52:16 +0530 Subject: [PATCH 27/57] Multiple Database Support --- packages/server/.env.example | 14 +++++- packages/server/README.md | 9 +++- packages/server/package.json | 2 + packages/server/src/ChildProcess.ts | 60 ++++++++++++++++++++--- packages/server/src/DataSource.ts | 59 ++++++++++++++++++---- packages/server/src/entity/ChatFlow.ts | 2 +- packages/server/src/entity/ChatMessage.ts | 2 +- packages/server/src/entity/Tool.ts | 2 +- 8 files changed, 128 insertions(+), 22 deletions(-) diff --git a/packages/server/.env.example b/packages/server/.env.example index d9b2da762..699960bc7 100644 --- a/packages/server/.env.example +++ b/packages/server/.env.example @@ -2,8 +2,20 @@ PORT=3000 # FLOWISE_USERNAME=user # FLOWISE_PASSWORD=1234 # DEBUG=true -# DATABASE_PATH=/your_database_path/.flowise # APIKEY_PATH=/your_api_key_path/.flowise # LOG_PATH=/your_log_path/logs # LOG_LEVEL=debug (error | warn | info | verbose | debug) # EXECUTION_MODE=main (child | main) + +OVERRIDE_DATABASE="true" +DATABASE_TYPE="sqlite" # sqlite, mysql, postgres + +# When database is sqlite +# DATABASE_PATH=/your_database_path/.flowise + +# When database is not sqlite +# DATABASE_PORT="3306" +# DATABASE_HOST="127.0.0.1" +# DATABASE_NAME="flowise" +# DATABASE_USER="root" +# DATABASE_PASSWORD="atish123" \ No newline at end of file diff --git a/packages/server/README.md b/packages/server/README.md index fb3a0c123..ed0c6a4ca 100644 --- a/packages/server/README.md +++ b/packages/server/README.md @@ -41,9 +41,16 @@ Flowise support different environment variables to configure your instance. You | DEBUG | Print logs from components | Boolean | | LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | | LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | | EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| OVERRIDE_DATABASE| Override current database with default | Enum String: `true`, `false` | `true` | +| DATABASE_TYPE | Type of database to store the flowise data | Enum String: `sqlite`, `mysql`, `postgres` | `sqlite` | +| DATABASE_PATH | Location where database is saved (When DATABASE_TYPE is sqlite) | String | `your-home-dir/.flowise` | +| DATABASE_HOST | Host URL or IP address (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PORT | Database port (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_USERNAME| Database username (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PASSWORD| Database password (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_NAME | Database name (When DATABASE_TYPE is not sqlite) | String | | You can also specify the env variables when using `npx`. For example: diff --git a/packages/server/package.json b/packages/server/package.json index daed16d86..73acc64c5 100644 --- a/packages/server/package.json +++ b/packages/server/package.json @@ -55,6 +55,8 @@ "flowise-ui": "*", "moment-timezone": "^0.5.34", "multer": "^1.4.5-lts.1", + "mysql": "^2.18.1", + "pg": "^8.11.1", "reflect-metadata": "^0.1.13", "socket.io": "^4.6.1", "sqlite3": "^5.1.6", diff --git a/packages/server/src/ChildProcess.ts b/packages/server/src/ChildProcess.ts index 27629480f..c14a49778 100644 --- a/packages/server/src/ChildProcess.ts +++ b/packages/server/src/ChildProcess.ts @@ -142,14 +142,58 @@ export class ChildProcess { * @returns {DataSource} */ async function initDB() { - const homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') - const childAppDataSource = new DataSource({ - type: 'sqlite', - database: path.resolve(homePath, 'database.sqlite'), - synchronize: true, - entities: [ChatFlow, ChatMessage, Tool], - migrations: [] - }) + let childAppDataSource; + let homePath; + switch (process.env.DATABASE_TYPE) { + case 'sqlite': + homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') + childAppDataSource = new DataSource({ + type: 'sqlite', + database: path.resolve(homePath, 'database.sqlite'), + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + case 'mysql': + childAppDataSource = new DataSource({ + type: 'mysql', + host: process.env.DATABASE_HOST, + port: parseInt(process.env.DATABASE_PORT || '3306'), + username: process.env.DATABASE_USER, + password: process.env.DATABASE_PASSWORD, + database: process.env.DATABASE_NAME, + charset: 'utf8mb4', + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + case 'postgres': + childAppDataSource = new DataSource({ + type: 'postgres', + host: process.env.DATABASE_HOST, + port: parseInt(process.env.DATABASE_PORT || '5432'), + username: process.env.DATABASE_USER, + password: process.env.DATABASE_PASSWORD, + database: process.env.DATABASE_NAME, + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + default: + homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') + childAppDataSource = new DataSource({ + type: 'sqlite', + database: path.resolve(homePath, 'database.sqlite'), + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + } + return await childAppDataSource.initialize() } diff --git a/packages/server/src/DataSource.ts b/packages/server/src/DataSource.ts index 03b9d5ce6..b2ae5cd97 100644 --- a/packages/server/src/DataSource.ts +++ b/packages/server/src/DataSource.ts @@ -9,15 +9,56 @@ import { getUserHome } from './utils' let appDataSource: DataSource export const init = async (): Promise => { - const homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') - - appDataSource = new DataSource({ - type: 'sqlite', - database: path.resolve(homePath, 'database.sqlite'), - synchronize: true, - entities: [ChatFlow, ChatMessage, Tool], - migrations: [] - }) + let homePath; + switch (process.env.DATABASE_TYPE) { + case 'sqlite': + homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') + appDataSource = new DataSource({ + type: 'sqlite', + database: path.resolve(homePath, 'database.sqlite'), + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + case 'mysql': + appDataSource = new DataSource({ + type: 'mysql', + host: process.env.DATABASE_HOST, + port: parseInt(process.env.DATABASE_PORT || '3306'), + username: process.env.DATABASE_USER, + password: process.env.DATABASE_PASSWORD, + database: process.env.DATABASE_NAME, + charset: 'utf8mb4', + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + case 'postgres': + appDataSource = new DataSource({ + type: 'postgres', + host: process.env.DATABASE_HOST, + port: parseInt(process.env.DATABASE_PORT || '5432'), + username: process.env.DATABASE_USER, + password: process.env.DATABASE_PASSWORD, + database: process.env.DATABASE_NAME, + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + default: + homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') + appDataSource = new DataSource({ + type: 'sqlite', + database: path.resolve(homePath, 'database.sqlite'), + synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + entities: [ChatFlow, ChatMessage, Tool], + migrations: [] + }) + break; + } } export function getDataSource(): DataSource { diff --git a/packages/server/src/entity/ChatFlow.ts b/packages/server/src/entity/ChatFlow.ts index e1d212cf6..adaf0917e 100644 --- a/packages/server/src/entity/ChatFlow.ts +++ b/packages/server/src/entity/ChatFlow.ts @@ -10,7 +10,7 @@ export class ChatFlow implements IChatFlow { @Column() name: string - @Column() + @Column({ type: "text" }) flowData: string @Column({ nullable: true }) diff --git a/packages/server/src/entity/ChatMessage.ts b/packages/server/src/entity/ChatMessage.ts index 3e4e41d2b..46972f6aa 100644 --- a/packages/server/src/entity/ChatMessage.ts +++ b/packages/server/src/entity/ChatMessage.ts @@ -14,7 +14,7 @@ export class ChatMessage implements IChatMessage { @Column() chatflowid: string - @Column() + @Column({ type: "text" }) content: string @Column({ nullable: true }) diff --git a/packages/server/src/entity/Tool.ts b/packages/server/src/entity/Tool.ts index 222fd7666..4fc895198 100644 --- a/packages/server/src/entity/Tool.ts +++ b/packages/server/src/entity/Tool.ts @@ -10,7 +10,7 @@ export class Tool implements ITool { @Column() name: string - @Column() + @Column({ type: "text" }) description: string @Column() From 318bd516d79e0bc40799130f8ae10a5b90337359 Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Tue, 18 Jul 2023 23:57:44 +0530 Subject: [PATCH 28/57] Update .env.example --- packages/server/.env.example | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/packages/server/.env.example b/packages/server/.env.example index 57deb4312..923c62a0e 100644 --- a/packages/server/.env.example +++ b/packages/server/.env.example @@ -14,11 +14,11 @@ DATABASE_TYPE="sqlite" # sqlite, mysql, postgres # DATABASE_PATH=/your_database_path/.flowise # When database is not sqlite -# DATABASE_PORT="3306" -# DATABASE_HOST="127.0.0.1" +# DATABASE_PORT="" +# DATABASE_HOST="" # DATABASE_NAME="flowise" -# DATABASE_USER="root" -# DATABASE_PASSWORD="atish123" +# DATABASE_USER="" +# DATABASE_PASSWORD="" # TOOL_FUNCTION_BUILTIN_DEP=crypto,fs # TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash From 4c4fd6ff6794e7fc2b5861d8e1d7bd44cc48a620 Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Wed, 19 Jul 2023 00:03:48 +0530 Subject: [PATCH 29/57] Resolved linting error --- packages/server/src/ChildProcess.ts | 20 ++++++++++---------- packages/server/src/DataSource.ts | 18 +++++++++--------- 2 files changed, 19 insertions(+), 19 deletions(-) diff --git a/packages/server/src/ChildProcess.ts b/packages/server/src/ChildProcess.ts index c14a49778..a93906c0e 100644 --- a/packages/server/src/ChildProcess.ts +++ b/packages/server/src/ChildProcess.ts @@ -142,19 +142,19 @@ export class ChildProcess { * @returns {DataSource} */ async function initDB() { - let childAppDataSource; - let homePath; + let childAppDataSource + let homePath switch (process.env.DATABASE_TYPE) { case 'sqlite': homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') childAppDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break case 'mysql': childAppDataSource = new DataSource({ type: 'mysql', @@ -164,11 +164,11 @@ async function initDB() { password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, charset: 'utf8mb4', - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break case 'postgres': childAppDataSource = new DataSource({ type: 'postgres', @@ -177,21 +177,21 @@ async function initDB() { username: process.env.DATABASE_USER, password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break default: homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') childAppDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break } return await childAppDataSource.initialize() diff --git a/packages/server/src/DataSource.ts b/packages/server/src/DataSource.ts index b2ae5cd97..958074cce 100644 --- a/packages/server/src/DataSource.ts +++ b/packages/server/src/DataSource.ts @@ -9,18 +9,18 @@ import { getUserHome } from './utils' let appDataSource: DataSource export const init = async (): Promise => { - let homePath; + let homePath switch (process.env.DATABASE_TYPE) { case 'sqlite': homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') appDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break case 'mysql': appDataSource = new DataSource({ type: 'mysql', @@ -30,11 +30,11 @@ export const init = async (): Promise => { password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, charset: 'utf8mb4', - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break case 'postgres': appDataSource = new DataSource({ type: 'postgres', @@ -43,21 +43,21 @@ export const init = async (): Promise => { username: process.env.DATABASE_USER, password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break default: homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') appDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: (process.env.OVERRIDE_DATABASE == 'true'), + synchronize: process.env.OVERRIDE_DATABASE == 'true', entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) - break; + break } } From 7f5acf32aaf585f2810bbf8a00d5a148e27f832e Mon Sep 17 00:00:00 2001 From: Atish Amte Date: Wed, 19 Jul 2023 00:07:42 +0530 Subject: [PATCH 30/57] Readme updated --- README.md | 21 ++++++++++++++------- 1 file changed, 14 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index b4b7fe76b..951c11988 100644 --- a/README.md +++ b/README.md @@ -131,18 +131,25 @@ FLOWISE_PASSWORD=1234 Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://docs.flowiseai.com/environment-variables) | Variable | Description | Type | Default | -| -------------------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | +| ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | | PORT | The HTTP port Flowise runs on | Number | 3000 | -| FLOWISE_USERNAME | Username to login | String | -| FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs onto terminal/console | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | -| LOG_LEVEL | Different log levels for loggers to be saved | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | +| FLOWISE_USERNAME | Username to login | String | | +| FLOWISE_PASSWORD | Password to login | String | | +| DEBUG | Print logs from components | Boolean | | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | | APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | | EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | | TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | | TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | +| OVERRIDE_DATABASE | Override current database with default | Enum String: `true`, `false` | `true` | +| DATABASE_TYPE | Type of database to store the flowise data | Enum String: `sqlite`, `mysql`, `postgres` | `sqlite` | +| DATABASE_PATH | Location where database is saved (When DATABASE_TYPE is sqlite) | String | `your-home-dir/.flowise` | +| DATABASE_HOST | Host URL or IP address (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PORT | Database port (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_USERNAME | Database username (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PASSWORD | Database password (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_NAME | Database name (When DATABASE_TYPE is not sqlite) | String | | You can also specify the env variables when using `npx`. For example: From 5d561bfd4e74d963577ade7b353e65ecd4fe76c0 Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 18 Jul 2023 20:55:03 +0100 Subject: [PATCH 31/57] add replicate --- .../nodes/llms/Replicate/Replicate.ts | 118 ++++++++ .../nodes/llms/Replicate/replicate.svg | 7 + packages/components/package.json | 3 +- .../marketplaces/chatflows/Replicate LLM.json | 273 ++++++++++++++++++ 4 files changed, 400 insertions(+), 1 deletion(-) create mode 100644 packages/components/nodes/llms/Replicate/Replicate.ts create mode 100644 packages/components/nodes/llms/Replicate/replicate.svg create mode 100644 packages/server/marketplaces/chatflows/Replicate LLM.json diff --git a/packages/components/nodes/llms/Replicate/Replicate.ts b/packages/components/nodes/llms/Replicate/Replicate.ts new file mode 100644 index 000000000..03e20fb70 --- /dev/null +++ b/packages/components/nodes/llms/Replicate/Replicate.ts @@ -0,0 +1,118 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { getBaseClasses } from '../../../src/utils' +import { Replicate, ReplicateInput } from 'langchain/llms/replicate' + +class Replicate_LLMs implements INode { + label: string + name: string + type: string + icon: string + category: string + description: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'Replicate' + this.name = 'replicate' + this.type = 'Replicate' + this.icon = 'replicate.svg' + this.category = 'LLMs' + this.description = 'Use Replicate to run open source models on cloud' + this.baseClasses = [this.type, 'BaseChatModel', ...getBaseClasses(Replicate)] + this.inputs = [ + { + label: 'Replicate Api Key', + name: 'replicateApiKey', + type: 'password' + }, + { + label: 'Model', + name: 'model', + type: 'string', + placeholder: 'a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5', + optional: true + }, + { + label: 'Temperature', + name: 'temperature', + type: 'number', + description: + 'Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.', + default: 0.7, + optional: true + }, + { + label: 'Max Tokens', + name: 'maxTokens', + type: 'number', + description: 'Maximum number of tokens to generate. A word is generally 2-3 tokens', + optional: true, + additionalParams: true + }, + { + label: 'Top Probability', + name: 'topP', + type: 'number', + description: + 'When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens', + optional: true, + additionalParams: true + }, + { + label: 'Repetition Penalty', + name: 'repetitionPenalty', + type: 'number', + description: + 'Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it. (minimum: 0.01; maximum: 5)', + optional: true, + additionalParams: true + }, + { + label: 'Additional Inputs', + name: 'additionalInputs', + type: 'json', + description: + 'Each model has different parameters, refer to the specific model accepted inputs. For example: llama13b-v2', + additionalParams: true, + optional: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const modelName = nodeData.inputs?.model as string + const apiKey = nodeData.inputs?.replicateApiKey as string + const temperature = nodeData.inputs?.temperature as string + const maxTokens = nodeData.inputs?.maxTokens as string + const topP = nodeData.inputs?.topP as string + const repetitionPenalty = nodeData.inputs?.repetitionPenalty as string + const additionalInputs = nodeData.inputs?.additionalInputs as string + + const version = modelName.split(':').pop() + const name = modelName.split(':')[0].split('/').pop() + const org = modelName.split(':')[0].split('/')[0] + + const obj: ReplicateInput = { + model: `${org}/${name}:${version}`, + apiKey + } + + let inputs: any = {} + if (maxTokens) inputs.max_length = parseInt(maxTokens, 10) + if (temperature) inputs.temperature = parseFloat(temperature) + if (topP) inputs.top_p = parseFloat(topP) + if (repetitionPenalty) inputs.repetition_penalty = parseFloat(repetitionPenalty) + if (additionalInputs) { + const parsedInputs = + typeof additionalInputs === 'object' ? additionalInputs : additionalInputs ? JSON.parse(additionalInputs) : {} + inputs = { ...inputs, ...parsedInputs } + } + if (Object.keys(inputs).length) obj.input = inputs + + const model = new Replicate(obj) + return model + } +} + +module.exports = { nodeClass: Replicate_LLMs } diff --git a/packages/components/nodes/llms/Replicate/replicate.svg b/packages/components/nodes/llms/Replicate/replicate.svg new file mode 100644 index 000000000..2e46453f8 --- /dev/null +++ b/packages/components/nodes/llms/Replicate/replicate.svg @@ -0,0 +1,7 @@ + \ No newline at end of file diff --git a/packages/components/package.json b/packages/components/package.json index 8cc022359..77f376f81 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -37,7 +37,7 @@ "form-data": "^4.0.0", "graphql": "^16.6.0", "html-to-text": "^9.0.5", - "langchain": "^0.0.104", + "langchain": "^0.0.112", "linkifyjs": "^4.1.1", "mammoth": "^1.5.1", "moment": "^2.29.3", @@ -48,6 +48,7 @@ "playwright": "^1.35.0", "puppeteer": "^20.7.1", "redis": "^4.6.7", + "replicate": "^0.12.3", "srt-parser-2": "^1.2.3", "vm2": "^3.9.19", "weaviate-ts-client": "^1.1.0", diff --git a/packages/server/marketplaces/chatflows/Replicate LLM.json b/packages/server/marketplaces/chatflows/Replicate LLM.json new file mode 100644 index 000000000..663776634 --- /dev/null +++ b/packages/server/marketplaces/chatflows/Replicate LLM.json @@ -0,0 +1,273 @@ +{ + "description": "Use Replicate API that runs Llama 13b v2 model with LLMChain", + "nodes": [ + { + "width": 300, + "height": 405, + "id": "llmChain_1", + "position": { + "x": 967.581544453458, + "y": 320.56761595884564 + }, + "type": "customNode", + "data": { + "id": "llmChain_1", + "label": "LLM Chain", + "name": "llmChain", + "type": "LLMChain", + "baseClasses": ["LLMChain", "BaseChain", "BaseLangChain"], + "category": "Chains", + "description": "Chain to run queries against LLMs", + "inputParams": [ + { + "label": "Chain Name", + "name": "chainName", + "type": "string", + "placeholder": "Name Your Chain", + "optional": true, + "id": "llmChain_1-input-chainName-string" + } + ], + "inputAnchors": [ + { + "label": "Language Model", + "name": "model", + "type": "BaseLanguageModel", + "id": "llmChain_1-input-model-BaseLanguageModel" + }, + { + "label": "Prompt", + "name": "prompt", + "type": "BasePromptTemplate", + "id": "llmChain_1-input-prompt-BasePromptTemplate" + } + ], + "inputs": { + "model": "{{replicate_0.data.instance}}", + "prompt": "{{promptTemplate_0.data.instance}}", + "chainName": "" + }, + "outputAnchors": [ + { + "name": "output", + "label": "Output", + "type": "options", + "options": [ + { + "id": "llmChain_1-output-llmChain-LLMChain|BaseChain|BaseLangChain", + "name": "llmChain", + "label": "LLM Chain", + "type": "LLMChain | BaseChain | BaseLangChain" + }, + { + "id": "llmChain_1-output-outputPrediction-string|json", + "name": "outputPrediction", + "label": "Output Prediction", + "type": "string | json" + } + ], + "default": "llmChain" + } + ], + "outputs": { + "output": "llmChain" + }, + "selected": false + }, + "positionAbsolute": { + "x": 967.581544453458, + "y": 320.56761595884564 + }, + "selected": false, + "dragging": false + }, + { + "width": 300, + "height": 475, + "id": "promptTemplate_0", + "position": { + "x": 269.2203229225663, + "y": 129.02909641085535 + }, + "type": "customNode", + "data": { + "id": "promptTemplate_0", + "label": "Prompt Template", + "name": "promptTemplate", + "type": "PromptTemplate", + "baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate"], + "category": "Prompts", + "description": "Schema to represent a basic prompt for an LLM", + "inputParams": [ + { + "label": "Template", + "name": "template", + "type": "string", + "rows": 4, + "placeholder": "What is a good name for a company that makes {product}?", + "id": "promptTemplate_0-input-template-string" + }, + { + "label": "Format Prompt Values", + "name": "promptValues", + "type": "json", + "optional": true, + "acceptVariable": true, + "list": true, + "id": "promptTemplate_0-input-promptValues-json" + } + ], + "inputAnchors": [], + "inputs": { + "template": "Assistant: You are a helpful assistant. You do not respond as 'User' or pretend to be 'User'. You only respond once as Assistant.\nUser: {query}\nAssistant:", + "promptValues": "{\"query\":\"{{question}}\"}" + }, + "outputAnchors": [ + { + "id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate", + "name": "promptTemplate", + "label": "PromptTemplate", + "type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate" + } + ], + "outputs": {}, + "selected": false + }, + "selected": false, + "positionAbsolute": { + "x": 269.2203229225663, + "y": 129.02909641085535 + }, + "dragging": false + }, + { + "width": 300, + "height": 527, + "id": "replicate_0", + "position": { + "x": 607.4915400488668, + "y": -60.643337207007804 + }, + "type": "customNode", + "data": { + "id": "replicate_0", + "label": "Replicate", + "name": "replicate", + "type": "Replicate", + "baseClasses": ["Replicate", "LLM", "BaseLLM", "BaseLanguageModel"], + "category": "LLMs", + "description": "Use Replicate to run open source models on cloud", + "inputParams": [ + { + "label": "Replicate Api Key", + "name": "replicateApiKey", + "type": "password", + "id": "replicate_0-input-replicateApiKey-password" + }, + { + "label": "Model", + "name": "model", + "type": "string", + "placeholder": "a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5", + "optional": true, + "id": "replicate_0-input-model-string" + }, + { + "label": "Temperature", + "name": "temperature", + "type": "number", + "description": "Adjusts randomness of outputs, greater than 1 is random and 0 is deterministic, 0.75 is a good starting value.", + "default": 0.7, + "optional": true, + "id": "replicate_0-input-temperature-number" + }, + { + "label": "Max Tokens", + "name": "maxTokens", + "type": "number", + "description": "Maximum number of tokens to generate. A word is generally 2-3 tokens", + "optional": true, + "additionalParams": true, + "id": "replicate_0-input-maxTokens-number" + }, + { + "label": "Top Probability", + "name": "topP", + "type": "number", + "description": "When decoding text, samples from the top p percentage of most likely tokens; lower to ignore less likely tokens", + "optional": true, + "additionalParams": true, + "id": "replicate_0-input-topP-number" + }, + { + "label": "Repetition Penalty", + "name": "repetitionPenalty", + "type": "number", + "description": "Penalty for repeated words in generated text; 1 is no penalty, values greater than 1 discourage repetition, less than 1 encourage it. (minimum: 0.01; maximum: 5)", + "optional": true, + "additionalParams": true, + "id": "replicate_0-input-repetitionPenalty-number" + }, + { + "label": "Additional Inputs", + "name": "additionalInputs", + "type": "json", + "description": "Each model has different parameters, refer to the specific model accepted inputs. For example: llama13b-v2", + "additionalParams": true, + "optional": true, + "id": "replicate_0-input-additionalInputs-json" + } + ], + "inputAnchors": [], + "inputs": { + "model": "a16z-infra/llama13b-v2-chat:df7690f1994d94e96ad9d568eac121aecf50684a0b0963b25a41cc40061269e5", + "temperature": 0.7, + "maxTokens": "", + "topP": "", + "repetitionPenalty": "", + "additionalInputs": "" + }, + "outputAnchors": [ + { + "id": "replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel", + "name": "replicate", + "label": "Replicate", + "type": "Replicate | LLM | BaseLLM | BaseLanguageModel" + } + ], + "outputs": {}, + "selected": false + }, + "selected": false, + "positionAbsolute": { + "x": 607.4915400488668, + "y": -60.643337207007804 + }, + "dragging": false + } + ], + "edges": [ + { + "source": "promptTemplate_0", + "sourceHandle": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate", + "target": "llmChain_1", + "targetHandle": "llmChain_1-input-prompt-BasePromptTemplate", + "type": "buttonedge", + "id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate-llmChain_1-llmChain_1-input-prompt-BasePromptTemplate", + "data": { + "label": "" + } + }, + { + "source": "replicate_0", + "sourceHandle": "replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel", + "target": "llmChain_1", + "targetHandle": "llmChain_1-input-model-BaseLanguageModel", + "type": "buttonedge", + "id": "replicate_0-replicate_0-output-replicate-Replicate|LLM|BaseLLM|BaseLanguageModel-llmChain_1-llmChain_1-input-model-BaseLanguageModel", + "data": { + "label": "" + } + } + ] +} From 4cf2a089a6be44beda3dea8d9385a9cb37916873 Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 18 Jul 2023 21:55:09 +0100 Subject: [PATCH 32/57] =?UTF-8?q?=F0=9F=A5=B3=20flowise-components@1.2.17?= =?UTF-8?q?=20release?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- packages/components/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/package.json b/packages/components/package.json index 77f376f81..37d630c33 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -1,6 +1,6 @@ { "name": "flowise-components", - "version": "1.2.16", + "version": "1.2.17", "description": "Flowiseai Components", "main": "dist/src/index", "types": "dist/src/index.d.ts", From 50e1a5a4ac934856eb59e4d8e1e57d2dc0e725db Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 18 Jul 2023 21:56:01 +0100 Subject: [PATCH 33/57] =?UTF-8?q?=F0=9F=A5=B3=20flowise-ui@1.2.15=20releas?= =?UTF-8?q?e?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- packages/ui/package.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/ui/package.json b/packages/ui/package.json index 0df27569e..bdb498464 100644 --- a/packages/ui/package.json +++ b/packages/ui/package.json @@ -1,6 +1,6 @@ { "name": "flowise-ui", - "version": "1.2.14", + "version": "1.2.15", "license": "SEE LICENSE IN LICENSE.md", "homepage": "https://flowiseai.com", "author": { From 30d278731e86e83d814611123e01482e2608e077 Mon Sep 17 00:00:00 2001 From: Henry Date: Wed, 19 Jul 2023 00:10:16 +0100 Subject: [PATCH 34/57] =?UTF-8?q?=F0=9F=A5=B3=20flowise@1.2.16=20release?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- package.json | 2 +- packages/server/package.json | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/package.json b/package.json index 9d0d9d1a8..59f213b53 100644 --- a/package.json +++ b/package.json @@ -1,6 +1,6 @@ { "name": "flowise", - "version": "1.2.15", + "version": "1.2.16", "private": true, "homepage": "https://flowiseai.com", "workspaces": [ diff --git a/packages/server/package.json b/packages/server/package.json index daed16d86..10b7fb3b8 100644 --- a/packages/server/package.json +++ b/packages/server/package.json @@ -1,6 +1,6 @@ { "name": "flowise", - "version": "1.2.15", + "version": "1.2.16", "description": "Flowiseai Server", "main": "dist/index", "types": "dist/index.d.ts", From 59a9651d73fa0e3f64ecbd06580aa6d26cbe3088 Mon Sep 17 00:00:00 2001 From: Henry Date: Wed, 19 Jul 2023 02:23:56 +0100 Subject: [PATCH 35/57] update README --- README.md | 19 ++++++++++++++++--- images/flowise.png | Bin 0 -> 536083 bytes 2 files changed, 16 insertions(+), 3 deletions(-) create mode 100644 images/flowise.png diff --git a/README.md b/README.md index b4b7fe76b..88ad0475c 100644 --- a/README.md +++ b/README.md @@ -1,12 +1,19 @@ -# Flowise + +# Flowise - Build LLM Apps Easily + +[![Release Notes](https://img.shields.io/github/release/FlowiseAI/Flowise)](https://github.com/FlowiseAI/Flowise/releases) +[![Discord](https://img.shields.io/discord/1087698854775881778?label=Discord&logo=discord)](https://discord.gg/jbaHfsRVBW) +[![Twitter Follow](https://img.shields.io/twitter/follow/FlowiseAI?style=social)](https://twitter.com/FlowiseAI) +[![GitHub star chart](https://img.shields.io/github/stars/FlowiseAI/Flowise?style=social)](https://star-history.com/#FlowiseAI/Flowise) +[![GitHub fork](https://img.shields.io/github/forks/FlowiseAI/Flowise?style=social)](https://github.com/FlowiseAI/Flowise/fork) + +

Drag & drop UI to build your customized LLM flow

-Drag & drop UI to build your customized LLM flow - ## ⚡Quick Start Download and Install [NodeJS](https://nodejs.org/en/download) >= 18.15.0 @@ -182,6 +189,12 @@ Feel free to ask any questions, raise problems, and request new features in [dis ## 🙌 Contributing +Thanks go to these awesome contributors + + + + + See [contributing guide](CONTRIBUTING.md). Reach out to us at [Discord](https://discord.gg/jbaHfsRVBW) if you have any questions or issues. 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zI+Me;p6@+Dl7cSV|7S#Yd)}%ArPv8N)sgCRO0c16|95;Z%S4H`L@W0Tka@K~WLfM> zQm(wuknzdM4|(7`wV=?^?YYt--NqL6S8lrPqyJYa$xa^j(iTPl=RdzK4`CDt@olsi zh$2j$MxVdkxo!tp$ Date: Tue, 18 Jul 2023 21:36:23 -0700 Subject: [PATCH 36/57] moved package to packages/components/package.json --- package.json | 3 --- packages/components/package.json | 3 ++- 2 files changed, 2 insertions(+), 4 deletions(-) diff --git a/package.json b/package.json index 8f9004baa..d22d5a7cd 100644 --- a/package.json +++ b/package.json @@ -52,8 +52,5 @@ }, "engines": { "node": ">=18.15.0" - }, - "dependencies": { - "mysql2": "^3.5.1" } } diff --git a/packages/components/package.json b/packages/components/package.json index 32a846109..060519cfd 100644 --- a/packages/components/package.json +++ b/packages/components/package.json @@ -50,7 +50,8 @@ "srt-parser-2": "^1.2.3", "vm2": "^3.9.19", "weaviate-ts-client": "^1.1.0", - "ws": "^8.9.0" + "ws": "^8.9.0", + "mysql2": "^3.5.1" }, "devDependencies": { "@types/gulp": "4.0.9", From 3f7b586170b74b37dda1d0bcb0508c2a146dbac0 Mon Sep 17 00:00:00 2001 From: Henry Date: Wed, 19 Jul 2023 18:30:45 +0100 Subject: [PATCH 37/57] add system message fix --- .../ConversationalRetrievalQAChain.ts | 49 +++++++++---------- .../ConversationalRetrievalQAChain/prompts.ts | 35 +++++++++++++ 2 files changed, 58 insertions(+), 26 deletions(-) create mode 100644 packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts diff --git a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts index eeebe1ec3..8ec663f9a 100644 --- a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts +++ b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts @@ -6,27 +6,13 @@ import { AIMessage, BaseRetriever, HumanMessage } from 'langchain/schema' import { BaseChatMemory, BufferMemory, ChatMessageHistory } from 'langchain/memory' import { PromptTemplate } from 'langchain/prompts' import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler' - -const default_qa_template = `Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer. - -{context} - -Question: {question} -Helpful Answer:` - -const qa_template = `Use the following pieces of context to answer the question at the end. - -{context} - -Question: {question} -Helpful Answer:` - -const CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT = `Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language. include it in the standalone question. - -Chat History: -{chat_history} -Follow Up Input: {question} -Standalone question:` +import { + default_map_reduce_template, + default_qa_template, + qa_template, + map_reduce_template, + CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT +} from './prompts' class ConversationalRetrievalQAChain_Chains implements INode { label: string @@ -118,16 +104,27 @@ class ConversationalRetrievalQAChain_Chains implements INode { const obj: any = { verbose: process.env.DEBUG === 'true' ? true : false, - qaChainOptions: { - type: 'stuff', - prompt: PromptTemplate.fromTemplate(systemMessagePrompt ? `${systemMessagePrompt}\n${qa_template}` : default_qa_template) - }, questionGeneratorChainOptions: { template: CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT } } if (returnSourceDocuments) obj.returnSourceDocuments = returnSourceDocuments - if (chainOption) obj.qaChainOptions = { ...obj.qaChainOptions, type: chainOption } + if (chainOption === 'map_reduce') { + obj.qaChainOptions = { + type: 'map_reduce', + combinePrompt: PromptTemplate.fromTemplate( + systemMessagePrompt ? `${systemMessagePrompt}\n${map_reduce_template}` : default_map_reduce_template + ) + } + } else if (chainOption === 'refine') { + // TODO: Add custom system message + } else { + obj.qaChainOptions = { + type: 'stuff', + prompt: PromptTemplate.fromTemplate(systemMessagePrompt ? `${systemMessagePrompt}\n${qa_template}` : default_qa_template) + } + } + if (memory) { memory.inputKey = 'question' memory.outputKey = 'text' diff --git a/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts b/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts new file mode 100644 index 000000000..66b80f470 --- /dev/null +++ b/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts @@ -0,0 +1,35 @@ +export const default_qa_template = `Use the following pieces of context to answer the question at the end. If you don't know the answer, just say that you don't know, don't try to make up an answer. + +{context} + +Question: {question} +Helpful Answer:` + +export const qa_template = `Use the following pieces of context to answer the question at the end. + +{context} + +Question: {question} +Helpful Answer:` + +export const default_map_reduce_template = `Given the following extracted parts of a long document and a question, create a final answer. +If you don't know the answer, just say that you don't know. Don't try to make up an answer. + +{summaries} + +Question: {question} +Helpful Answer:` + +export const map_reduce_template = `Given the following extracted parts of a long document and a question, create a final answer. + +{summaries} + +Question: {question} +Helpful Answer:` + +export const CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT = `Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language. include it in the standalone question. + +Chat History: +{chat_history} +Follow Up Input: {question} +Standalone question:` From 3530d29d9095aed97547e32f18385155db2c6a3b Mon Sep 17 00:00:00 2001 From: Henry Date: Wed, 19 Jul 2023 19:25:13 +0100 Subject: [PATCH 38/57] update CONTRIBUTING README --- CONTRIBUTING.md | 33 ++++++++++++++++++++++++++- README.md | 29 +---------------------- docker/.env.example | 11 ++++++++- docker/README.md | 16 +------------ packages/server/.env.example | 22 ++++++++---------- packages/server/src/ChildProcess.ts | 9 ++++---- packages/server/src/DataSource.ts | 9 ++++---- packages/server/src/commands/start.ts | 22 +++++++++++++++--- 8 files changed, 82 insertions(+), 69 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 03211d510..43866c9ab 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -114,9 +114,40 @@ Flowise has 3 different modules in a single mono repository. 11. Commit code and submit Pull Request from forked branch pointing to [Flowise master](https://github.com/FlowiseAI/Flowise/tree/master). +## 🌱 Env Variables + +Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://docs.flowiseai.com/environment-variables) + +| Variable | Description | Type | Default | +| -------------------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | +| PORT | The HTTP port Flowise runs on | Number | 3000 | +| FLOWISE_USERNAME | Username to login | String | | +| FLOWISE_PASSWORD | Password to login | String | | +| DEBUG | Print logs from components | Boolean | | +| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | +| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | +| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | +| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | +| TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | +| TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | +| OVERRIDE_DATABASE | Override current database with default | Enum String: `true`, `false` | `true` | +| DATABASE_TYPE | Type of database to store the flowise data | Enum String: `sqlite`, `mysql`, `postgres` | `sqlite` | +| DATABASE_PATH | Location where database is saved (When DATABASE_TYPE is sqlite) | String | `your-home-dir/.flowise` | +| DATABASE_HOST | Host URL or IP address (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PORT | Database port (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_USERNAME | Database username (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_PASSWORD | Database password (When DATABASE_TYPE is not sqlite) | String | | +| DATABASE_NAME | Database name (When DATABASE_TYPE is not sqlite) | String | | + +You can also specify the env variables when using `npx`. For example: + +``` +npx flowise start --PORT=3000 --DEBUG=true +``` + ## 📖 Contribute to Docs -In-Progress +[Flowise Docs](https://github.com/FlowiseAI/FlowiseDocs) ## 🏷️ Pull Request process diff --git a/README.md b/README.md index 281d75657..13da94206 100644 --- a/README.md +++ b/README.md @@ -135,34 +135,7 @@ FLOWISE_PASSWORD=1234 ## 🌱 Env Variables -Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://docs.flowiseai.com/environment-variables) - -| Variable | Description | Type | Default | -| ---------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | -| PORT | The HTTP port Flowise runs on | Number | 3000 | -| FLOWISE_USERNAME | Username to login | String | | -| FLOWISE_PASSWORD | Password to login | String | | -| DEBUG | Print logs from components | Boolean | | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/logs` | -| LOG_LEVEL | Different levels of logs | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | -| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | -| TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | -| TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | -| OVERRIDE_DATABASE | Override current database with default | Enum String: `true`, `false` | `true` | -| DATABASE_TYPE | Type of database to store the flowise data | Enum String: `sqlite`, `mysql`, `postgres` | `sqlite` | -| DATABASE_PATH | Location where database is saved (When DATABASE_TYPE is sqlite) | String | `your-home-dir/.flowise` | -| DATABASE_HOST | Host URL or IP address (When DATABASE_TYPE is not sqlite) | String | | -| DATABASE_PORT | Database port (When DATABASE_TYPE is not sqlite) | String | | -| DATABASE_USERNAME | Database username (When DATABASE_TYPE is not sqlite) | String | | -| DATABASE_PASSWORD | Database password (When DATABASE_TYPE is not sqlite) | String | | -| DATABASE_NAME | Database name (When DATABASE_TYPE is not sqlite) | String | | - -You can also specify the env variables when using `npx`. For example: - -``` -npx flowise start --PORT=3000 --DEBUG=true -``` +Flowise support different environment variables to configure your instance. You can specify the following variables in the `.env` file inside `packages/server` folder. Read [more](https://github.com/FlowiseAI/Flowise/blob/main/CONTRIBUTING.md#-env-variables) ## 📖 Documentation diff --git a/docker/.env.example b/docker/.env.example index 42dc696d8..e7d352729 100644 --- a/docker/.env.example +++ b/docker/.env.example @@ -1,5 +1,14 @@ PORT=3000 +OVERRIDE_DATABASE=true +DATABASE_TYPE=sqlite DATABASE_PATH=/root/.flowise +# When database is not sqlite +# DATABASE_PORT="" +# DATABASE_HOST="" +# DATABASE_NAME="flowise" +# DATABASE_USER="" +# DATABASE_PASSWORD="" + APIKEY_PATH=/root/.flowise LOG_PATH=/root/.flowise/logs # FLOWISE_USERNAME=user @@ -8,4 +17,4 @@ LOG_PATH=/root/.flowise/logs # LOG_LEVEL=debug (error | warn | info | verbose | debug) # EXECUTION_MODE=child or main # TOOL_FUNCTION_BUILTIN_DEP=crypto,fs -# TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash \ No newline at end of file +# TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash diff --git a/docker/README.md b/docker/README.md index d0ce5a7af..0060fa384 100644 --- a/docker/README.md +++ b/docker/README.md @@ -9,7 +9,7 @@ Starts Flowise from [DockerHub Image](https://hub.docker.com/repository/docker/f 3. Open [http://localhost:3000](http://localhost:3000) 4. You can bring the containers down by `docker-compose stop` -## 🔒 Authrorization +## 🔒 Authentication 1. Create `.env` file and specify the `PORT`, `FLOWISE_USERNAME`, and `FLOWISE_PASSWORD` (refer to `.env.example`) 2. Pass `FLOWISE_USERNAME` and `FLOWISE_PASSWORD` to the `docker-compose.yml` file: @@ -32,17 +32,3 @@ If you like to persist your data (flows, logs, apikeys), set these variables in - LOG_PATH=/root/.flowise/logs Flowise also support different environment variables to configure your instance. Read [more](https://docs.flowiseai.com/environment-variables) - -| Variable | Description | Type | Default | -| -------------------------- | ---------------------------------------------------------------- | ------------------------------------------------ | ----------------------------------- | -| PORT | The HTTP port Flowise runs on | Number | 3000 | -| FLOWISE_USERNAME | Username to login | String | -| FLOWISE_PASSWORD | Password to login | String | -| DEBUG | Print logs onto terminal/console | Boolean | -| LOG_PATH | Location where log files are stored | String | `your-path/Flowise/packages/server` | -| LOG_LEVEL | Different log levels for loggers to be saved | Enum String: `error`, `info`, `verbose`, `debug` | `info` | -| DATABASE_PATH | Location where database is saved | String | `your-home-dir/.flowise` | -| APIKEY_PATH | Location where api keys are saved | String | `your-path/Flowise/packages/server` | -| EXECUTION_MODE | Whether predictions run in their own process or the main process | Enum String: `child`, `main` | `main` | -| TOOL_FUNCTION_BUILTIN_DEP | NodeJS built-in modules to be used for Tool Function | String | | -| TOOL_FUNCTION_EXTERNAL_DEP | External modules to be used for Tool Function | String | | diff --git a/packages/server/.env.example b/packages/server/.env.example index 923c62a0e..1b33382b8 100644 --- a/packages/server/.env.example +++ b/packages/server/.env.example @@ -1,18 +1,7 @@ PORT=3000 -# FLOWISE_USERNAME=user -# FLOWISE_PASSWORD=1234 -# DEBUG=true -# APIKEY_PATH=/your_api_key_path/.flowise -# LOG_PATH=/your_log_path/.flowise/logs -# LOG_LEVEL=debug (error | warn | info | verbose | debug) -# EXECUTION_MODE=main (child | main) - -OVERRIDE_DATABASE="true" -DATABASE_TYPE="sqlite" # sqlite, mysql, postgres - -# When database is sqlite +OVERRIDE_DATABASE=true +DATABASE_TYPE=sqlite # DATABASE_PATH=/your_database_path/.flowise - # When database is not sqlite # DATABASE_PORT="" # DATABASE_HOST="" @@ -20,5 +9,12 @@ DATABASE_TYPE="sqlite" # sqlite, mysql, postgres # DATABASE_USER="" # DATABASE_PASSWORD="" +# FLOWISE_USERNAME=user +# FLOWISE_PASSWORD=1234 +# DEBUG=true +# APIKEY_PATH=/your_api_key_path/.flowise +# LOG_PATH=/your_log_path/.flowise/logs +# LOG_LEVEL=debug (error | warn | info | verbose | debug) +# EXECUTION_MODE=main (child | main) # TOOL_FUNCTION_BUILTIN_DEP=crypto,fs # TOOL_FUNCTION_EXTERNAL_DEP=moment,lodash diff --git a/packages/server/src/ChildProcess.ts b/packages/server/src/ChildProcess.ts index a93906c0e..f0117b6dc 100644 --- a/packages/server/src/ChildProcess.ts +++ b/packages/server/src/ChildProcess.ts @@ -144,13 +144,14 @@ export class ChildProcess { async function initDB() { let childAppDataSource let homePath + const synchronize = process.env.OVERRIDE_DATABASE === 'false' ? false : true switch (process.env.DATABASE_TYPE) { case 'sqlite': homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') childAppDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -164,7 +165,7 @@ async function initDB() { password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, charset: 'utf8mb4', - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -177,7 +178,7 @@ async function initDB() { username: process.env.DATABASE_USER, password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -187,7 +188,7 @@ async function initDB() { childAppDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) diff --git a/packages/server/src/DataSource.ts b/packages/server/src/DataSource.ts index 958074cce..14e22669d 100644 --- a/packages/server/src/DataSource.ts +++ b/packages/server/src/DataSource.ts @@ -10,13 +10,14 @@ let appDataSource: DataSource export const init = async (): Promise => { let homePath + const synchronize = process.env.OVERRIDE_DATABASE === 'false' ? false : true switch (process.env.DATABASE_TYPE) { case 'sqlite': homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise') appDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -30,7 +31,7 @@ export const init = async (): Promise => { password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, charset: 'utf8mb4', - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -43,7 +44,7 @@ export const init = async (): Promise => { username: process.env.DATABASE_USER, password: process.env.DATABASE_PASSWORD, database: process.env.DATABASE_NAME, - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) @@ -53,7 +54,7 @@ export const init = async (): Promise => { appDataSource = new DataSource({ type: 'sqlite', database: path.resolve(homePath, 'database.sqlite'), - synchronize: process.env.OVERRIDE_DATABASE == 'true', + synchronize, entities: [ChatFlow, ChatMessage, Tool], migrations: [] }) diff --git a/packages/server/src/commands/start.ts b/packages/server/src/commands/start.ts index ffb6e4496..d1287d2f1 100644 --- a/packages/server/src/commands/start.ts +++ b/packages/server/src/commands/start.ts @@ -20,13 +20,20 @@ export default class Start extends Command { FLOWISE_PASSWORD: Flags.string(), PORT: Flags.string(), DEBUG: Flags.string(), - DATABASE_PATH: Flags.string(), APIKEY_PATH: Flags.string(), LOG_PATH: Flags.string(), LOG_LEVEL: Flags.string(), EXECUTION_MODE: Flags.string(), TOOL_FUNCTION_BUILTIN_DEP: Flags.string(), - TOOL_FUNCTION_EXTERNAL_DEP: Flags.string() + TOOL_FUNCTION_EXTERNAL_DEP: Flags.string(), + OVERRIDE_DATABASE: Flags.string(), + DATABASE_TYPE: Flags.string(), + DATABASE_PATH: Flags.string(), + DATABASE_PORT: Flags.string(), + DATABASE_HOST: Flags.string(), + DATABASE_NAME: Flags.string(), + DATABASE_USER: Flags.string(), + DATABASE_PASSWORD: Flags.string() } async stopProcess() { @@ -61,7 +68,6 @@ export default class Start extends Command { if (flags.FLOWISE_USERNAME) process.env.FLOWISE_USERNAME = flags.FLOWISE_USERNAME if (flags.FLOWISE_PASSWORD) process.env.FLOWISE_PASSWORD = flags.FLOWISE_PASSWORD if (flags.PORT) process.env.PORT = flags.PORT - if (flags.DATABASE_PATH) process.env.DATABASE_PATH = flags.DATABASE_PATH if (flags.APIKEY_PATH) process.env.APIKEY_PATH = flags.APIKEY_PATH if (flags.LOG_PATH) process.env.LOG_PATH = flags.LOG_PATH if (flags.LOG_LEVEL) process.env.LOG_LEVEL = flags.LOG_LEVEL @@ -70,6 +76,16 @@ export default class Start extends Command { if (flags.TOOL_FUNCTION_BUILTIN_DEP) process.env.TOOL_FUNCTION_BUILTIN_DEP = flags.TOOL_FUNCTION_BUILTIN_DEP if (flags.TOOL_FUNCTION_EXTERNAL_DEP) process.env.TOOL_FUNCTION_EXTERNAL_DEP = flags.TOOL_FUNCTION_EXTERNAL_DEP + // Database config + if (flags.OVERRIDE_DATABASE) process.env.OVERRIDE_DATABASE = flags.OVERRIDE_DATABASE + if (flags.DATABASE_TYPE) process.env.DATABASE_TYPE = flags.DATABASE_TYPE + if (flags.DATABASE_PATH) process.env.DATABASE_PATH = flags.DATABASE_PATH + if (flags.DATABASE_PORT) process.env.DATABASE_PORT = flags.DATABASE_PORT + if (flags.DATABASE_HOST) process.env.DATABASE_HOST = flags.DATABASE_HOST + if (flags.DATABASE_NAME) process.env.DATABASE_NAME = flags.DATABASE_NAME + if (flags.DATABASE_USER) process.env.DATABASE_USER = flags.DATABASE_USER + if (flags.DATABASE_PASSWORD) process.env.DATABASE_PASSWORD = flags.DATABASE_PASSWORD + await (async () => { try { logger.info('Starting Flowise...') From 741b97e80e36a4bd28e770a9a7f4ce5eb1015f2e Mon Sep 17 00:00:00 2001 From: Henry Date: Thu, 20 Jul 2023 01:07:29 +0100 Subject: [PATCH 39/57] add fix to HF Embeddings --- .../HuggingFaceInferenceEmbedding/core.ts | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts index 41e63aa49..c75658d45 100644 --- a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts +++ b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts @@ -30,18 +30,26 @@ export class HuggingFaceInferenceEmbeddings extends Embeddings implements Huggin async _embed(texts: string[]): Promise { // replace newlines, which can negatively affect performance. const clean = texts.map((text) => text.replace(/\n/g, ' ')) + const hf = new HfInference(this.apiKey) const obj: any = { inputs: clean } - if (!this.endpoint) obj.model = this.model - return this.caller.call(() => this.client.featureExtraction(obj)) as Promise + if (this.endpoint) { + hf.endpoint(this.endpoint) + } else { + obj.model = this.model + } + + const res = await this.caller.callWithOptions({}, hf.featureExtraction.bind(hf), obj) + return res as number[][] } - embedQuery(document: string): Promise { - return this._embed([document]).then((embeddings) => embeddings[0]) + async embedQuery(document: string): Promise { + const res = await this._embed([document]) + return res[0] } - embedDocuments(documents: string[]): Promise { + async embedDocuments(documents: string[]): Promise { return this._embed(documents) } } From ffd354066dfc55ea48b4d3bc56061e286c55cab8 Mon Sep 17 00:00:00 2001 From: yejiezhao Date: Fri, 21 Jul 2023 10:51:48 +0800 Subject: [PATCH 40/57] fix:server watch the component change to restart --- packages/server/nodemon.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/server/nodemon.json b/packages/server/nodemon.json index d896b48b0..39b78ab01 100644 --- a/packages/server/nodemon.json +++ b/packages/server/nodemon.json @@ -1,5 +1,5 @@ { - "ignore": ["**/*.spec.ts", ".git", "node_modules"], + "ignore": ["**/*.spec.ts", ".git", "node_modules", "../components/nodes", "../components/src"], "watch": ["commands", "index.ts", "src"], "exec": "yarn oclif-dev", "ext": "ts" From 412986dfabe0de66261f94d9fa4476fb39626f43 Mon Sep 17 00:00:00 2001 From: yejiezhao Date: Fri, 21 Jul 2023 10:55:20 +0800 Subject: [PATCH 41/57] fix:server watch the component change to restart --- packages/server/nodemon.json | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/packages/server/nodemon.json b/packages/server/nodemon.json index 39b78ab01..bf25eb004 100644 --- a/packages/server/nodemon.json +++ b/packages/server/nodemon.json @@ -1,6 +1,6 @@ { - "ignore": ["**/*.spec.ts", ".git", "node_modules", "../components/nodes", "../components/src"], - "watch": ["commands", "index.ts", "src"], + "ignore": ["**/*.spec.ts", ".git", "node_modules"], + "watch": ["commands", "index.ts", "src", "../components/nodes", "../components/src"], "exec": "yarn oclif-dev", "ext": "ts" } From 1da012305ab684170ca10356bbed8e983b2df53d Mon Sep 17 00:00:00 2001 From: Henry Date: Fri, 21 Jul 2023 11:48:21 +0100 Subject: [PATCH 42/57] add airtable loader --- .../documentloaders/Airtable/Airtable.ts | 226 ++++++++++++++++++ .../documentloaders/Airtable/airtable.svg | 9 + packages/components/src/Interface.ts | 1 + packages/ui/src/ui-component/input/Input.js | 2 +- 4 files changed, 237 insertions(+), 1 deletion(-) create mode 100644 packages/components/nodes/documentloaders/Airtable/Airtable.ts create mode 100644 packages/components/nodes/documentloaders/Airtable/airtable.svg diff --git a/packages/components/nodes/documentloaders/Airtable/Airtable.ts b/packages/components/nodes/documentloaders/Airtable/Airtable.ts new file mode 100644 index 000000000..9607693a1 --- /dev/null +++ b/packages/components/nodes/documentloaders/Airtable/Airtable.ts @@ -0,0 +1,226 @@ +import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface' +import { TextSplitter } from 'langchain/text_splitter' +import { BaseDocumentLoader } from 'langchain/document_loaders/base' +import { Document } from 'langchain/document' +import axios from 'axios' + +class Airtable_DocumentLoaders implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs?: INodeParams[] + + constructor() { + this.label = 'Airtable' + this.name = 'airtable' + this.type = 'Document' + this.icon = 'airtable.svg' + this.category = 'Document Loaders' + this.description = `Load data from Airtable table` + this.baseClasses = [this.type] + this.inputs = [ + { + label: 'Text Splitter', + name: 'textSplitter', + type: 'TextSplitter', + optional: true + }, + { + label: 'Personal Access Token', + name: 'accessToken', + type: 'password', + description: + 'Get personal access token from official guide' + }, + { + label: 'Base Id', + name: 'baseId', + type: 'string', + placeholder: 'app11RobdGoX0YNsC', + description: + 'If your table URL looks like: https://airtable.com/app11RobdGoX0YNsC/tblJdmvbrgizbYICO/viw9UrP77Id0CE4ee, app11RovdGoX0YNsC is the base id' + }, + { + label: 'Table Id', + name: 'tableId', + type: 'string', + placeholder: 'tblJdmvbrgizbYICO', + description: + 'If your table URL looks like: https://airtable.com/app11RobdGoX0YNsC/tblJdmvbrgizbYICO/viw9UrP77Id0CE4ee, tblJdmvbrgizbYICO is the table id' + }, + { + label: 'Return All', + name: 'returnAll', + type: 'boolean', + default: true, + additionalParams: true, + description: 'If all results should be returned or only up to a given limit' + }, + { + label: 'Limit', + name: 'limit', + type: 'number', + default: 100, + step: 1, + additionalParams: true, + description: 'Number of results to return' + }, + { + label: 'Metadata', + name: 'metadata', + type: 'json', + optional: true, + additionalParams: true + } + ] + } + async init(nodeData: INodeData): Promise { + const accessToken = nodeData.inputs?.accessToken as string + const baseId = nodeData.inputs?.baseId as string + const tableId = nodeData.inputs?.tableId as string + const returnAll = nodeData.inputs?.returnAll as boolean + const limit = nodeData.inputs?.limit as string + const textSplitter = nodeData.inputs?.textSplitter as TextSplitter + const metadata = nodeData.inputs?.metadata + + const options: AirtableLoaderParams = { + baseId, + tableId, + returnAll, + accessToken, + limit: limit ? parseInt(limit, 10) : 100 + } + + const loader = new AirtableLoader(options) + + let docs = [] + + if (textSplitter) { + docs = await loader.loadAndSplit(textSplitter) + } else { + docs = await loader.load() + } + + if (metadata) { + const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) + let finaldocs = [] + for (const doc of docs) { + const newdoc = { + ...doc, + metadata: { + ...doc.metadata, + ...parsedMetadata + } + } + finaldocs.push(newdoc) + } + return finaldocs + } + + return docs + } +} + +interface AirtableLoaderParams { + baseId: string + tableId: string + accessToken: string + limit?: number + returnAll?: boolean +} + +interface AirtableLoaderResponse { + records: AirtableLoaderPage[] + offset?: string +} + +interface AirtableLoaderPage { + id: string + createdTime: string + fields: ICommonObject +} + +class AirtableLoader extends BaseDocumentLoader { + public readonly baseId: string + + public readonly tableId: string + + public readonly accessToken: string + + public readonly limit: number + + public readonly returnAll: boolean + + constructor({ baseId, tableId, accessToken, limit = 100, returnAll = false }: AirtableLoaderParams) { + super() + this.baseId = baseId + this.tableId = tableId + this.accessToken = accessToken + this.limit = limit + this.returnAll = returnAll + } + + public async load(): Promise { + if (this.returnAll) { + return this.loadAll() + } + return this.loadLimit() + } + + protected async fetchAirtableData(url: string, params: ICommonObject): Promise { + try { + const headers = { + Authorization: `Bearer ${this.accessToken}`, + 'Content-Type': 'application/json', + Accept: 'application/json' + } + const response = await axios.get(url, { params, headers }) + return response.data + } catch (error) { + throw new Error(`Failed to fetch ${url} from Airtable: ${error}`) + } + } + + private createDocumentFromPage(page: AirtableLoaderPage): Document { + // Generate the URL + const pageUrl = `https://api.airtable.com/v0/${this.baseId}/${this.tableId}/${page.id}` + + // Return a langchain document + return new Document({ + pageContent: JSON.stringify(page.fields, null, 2), + metadata: { + url: pageUrl + } + }) + } + + private async loadLimit(): Promise { + const params = { maxRecords: this.limit } + const data = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}`, params) + if (data.records.length === 0) { + return [] + } + return data.records.map((page) => this.createDocumentFromPage(page)) + } + + private async loadAll(): Promise { + const params: ICommonObject = { pageSize: 100 } + let data: AirtableLoaderResponse + let returnPages: AirtableLoaderPage[] = [] + + do { + data = await this.fetchAirtableData(`https://api.airtable.com/v0/${this.baseId}/${this.tableId}`, params) + returnPages.push.apply(returnPages, data.records) + params.offset = data.offset + } while (data.offset !== undefined) + return returnPages.map((page) => this.createDocumentFromPage(page)) + } +} + +module.exports = { + nodeClass: Airtable_DocumentLoaders +} diff --git a/packages/components/nodes/documentloaders/Airtable/airtable.svg b/packages/components/nodes/documentloaders/Airtable/airtable.svg new file mode 100644 index 000000000..867c3b5ae --- /dev/null +++ b/packages/components/nodes/documentloaders/Airtable/airtable.svg @@ -0,0 +1,9 @@ + + + + + + + + + diff --git a/packages/components/src/Interface.ts b/packages/components/src/Interface.ts index 862b81ac8..47b5aba29 100644 --- a/packages/components/src/Interface.ts +++ b/packages/components/src/Interface.ts @@ -60,6 +60,7 @@ export interface INodeParams { warning?: string options?: Array optional?: boolean | INodeDisplay + step?: number rows?: number list?: boolean acceptVariable?: boolean diff --git a/packages/ui/src/ui-component/input/Input.js b/packages/ui/src/ui-component/input/Input.js index 5a7f45b7b..b7e161db5 100644 --- a/packages/ui/src/ui-component/input/Input.js +++ b/packages/ui/src/ui-component/input/Input.js @@ -37,7 +37,7 @@ export const Input = ({ inputParam, value, onChange, disabled = false, showDialo onChange(e.target.value) }} inputProps={{ - step: 0.1, + step: inputParam.step ?? 0.1, style: { height: inputParam.rows ? '90px' : 'inherit' } From b5b9b9c8b0b89ecdf9cbcb18d1316964c2b7597f Mon Sep 17 00:00:00 2001 From: Henry Date: Fri, 21 Jul 2023 17:27:39 +0100 Subject: [PATCH 43/57] update Notion Loader --- .../{NotionDB => Notion}/NotionDB.ts | 34 +++---- .../{NotionFolder => Notion}/NotionFolder.ts | 0 .../documentloaders/Notion/NotionPage.ts | 96 ++++++++++++++++++ .../{NotionDB => Notion}/notion.png | Bin .../documentloaders/NotionFolder/notion.png | Bin 11406 -> 0 bytes packages/components/package.json | 6 +- 6 files changed, 114 insertions(+), 22 deletions(-) rename packages/components/nodes/documentloaders/{NotionDB => Notion}/NotionDB.ts (77%) rename packages/components/nodes/documentloaders/{NotionFolder => Notion}/NotionFolder.ts (100%) create mode 100644 packages/components/nodes/documentloaders/Notion/NotionPage.ts rename packages/components/nodes/documentloaders/{NotionDB => Notion}/notion.png (100%) delete mode 100644 packages/components/nodes/documentloaders/NotionFolder/notion.png diff --git a/packages/components/nodes/documentloaders/NotionDB/NotionDB.ts b/packages/components/nodes/documentloaders/Notion/NotionDB.ts similarity index 77% rename from packages/components/nodes/documentloaders/NotionDB/NotionDB.ts rename to packages/components/nodes/documentloaders/Notion/NotionDB.ts index 71e5e507a..111e37180 100644 --- a/packages/components/nodes/documentloaders/NotionDB/NotionDB.ts +++ b/packages/components/nodes/documentloaders/Notion/NotionDB.ts @@ -1,6 +1,6 @@ import { INode, INodeData, INodeParams } from '../../../src/Interface' import { TextSplitter } from 'langchain/text_splitter' -import { NotionDBLoader, NotionDBLoaderParams } from 'langchain/document_loaders/web/notiondb' +import { NotionAPILoader, NotionAPILoaderOptions } from 'langchain/document_loaders/web/notionapi' class NotionDB_DocumentLoaders implements INode { label: string @@ -18,7 +18,7 @@ class NotionDB_DocumentLoaders implements INode { this.type = 'Document' this.icon = 'notion.png' this.category = 'Document Loaders' - this.description = 'Load data from Notion Database ID' + this.description = 'Load data from Notion Database (each row is a separate document with all properties as metadata)' this.baseClasses = [this.type] this.inputs = [ { @@ -27,13 +27,6 @@ class NotionDB_DocumentLoaders implements INode { type: 'TextSplitter', optional: true }, - { - label: 'Notion Database Id', - name: 'databaseId', - type: 'string', - description: - 'If your URL looks like - https://www.notion.so/?v=, then is the database ID' - }, { label: 'Notion Integration Token', name: 'notionIntegrationToken', @@ -42,10 +35,10 @@ class NotionDB_DocumentLoaders implements INode { 'You can find integration token here' }, { - label: 'Page Size Limit', - name: 'pageSizeLimit', - type: 'number', - default: 10 + label: 'Notion Database Id', + name: 'databaseId', + type: 'string', + description: 'If your URL looks like - https://www.notion.so/abcdefh?v=long_hash_2, then abcdefh is the database ID' }, { label: 'Metadata', @@ -60,16 +53,17 @@ class NotionDB_DocumentLoaders implements INode { async init(nodeData: INodeData): Promise { const textSplitter = nodeData.inputs?.textSplitter as TextSplitter const databaseId = nodeData.inputs?.databaseId as string - const notionIntegrationToken = nodeData.inputs?.notionIntegrationToken as string - const pageSizeLimit = nodeData.inputs?.pageSizeLimit as string const metadata = nodeData.inputs?.metadata + const notionIntegrationToken = nodeData.inputs?.notionIntegrationToken as string - const obj: NotionDBLoaderParams = { - pageSizeLimit: pageSizeLimit ? parseInt(pageSizeLimit, 10) : 10, - databaseId, - notionIntegrationToken + const obj: NotionAPILoaderOptions = { + clientOptions: { + auth: notionIntegrationToken + }, + id: databaseId, + type: 'database' } - const loader = new NotionDBLoader(obj) + const loader = new NotionAPILoader(obj) let docs = [] if (textSplitter) { diff --git a/packages/components/nodes/documentloaders/NotionFolder/NotionFolder.ts b/packages/components/nodes/documentloaders/Notion/NotionFolder.ts similarity index 100% rename from packages/components/nodes/documentloaders/NotionFolder/NotionFolder.ts rename to packages/components/nodes/documentloaders/Notion/NotionFolder.ts diff --git a/packages/components/nodes/documentloaders/Notion/NotionPage.ts b/packages/components/nodes/documentloaders/Notion/NotionPage.ts new file mode 100644 index 000000000..37c43d558 --- /dev/null +++ b/packages/components/nodes/documentloaders/Notion/NotionPage.ts @@ -0,0 +1,96 @@ +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { TextSplitter } from 'langchain/text_splitter' +import { NotionAPILoader, NotionAPILoaderOptions } from 'langchain/document_loaders/web/notionapi' + +class NotionPage_DocumentLoaders implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'Notion Page' + this.name = 'notionPage' + this.type = 'Document' + this.icon = 'notion.png' + this.category = 'Document Loaders' + this.description = 'Load data from Notion Page (including child pages all as separate documents)' + this.baseClasses = [this.type] + this.inputs = [ + { + label: 'Text Splitter', + name: 'textSplitter', + type: 'TextSplitter', + optional: true + }, + { + label: 'Notion Integration Token', + name: 'notionIntegrationToken', + type: 'password', + description: + 'You can find integration token here' + }, + { + label: 'Notion Page Id', + name: 'pageId', + type: 'string', + description: + 'The last The 32 char hex in the url path. For example: https://www.notion.so/skarard/LangChain-Notion-API-b34ca03f219c4420a6046fc4bdfdf7b4, b34ca03f219c4420a6046fc4bdfdf7b4 is the Page ID' + }, + { + label: 'Metadata', + name: 'metadata', + type: 'json', + optional: true, + additionalParams: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const textSplitter = nodeData.inputs?.textSplitter as TextSplitter + const pageId = nodeData.inputs?.pageId as string + const metadata = nodeData.inputs?.metadata + const notionIntegrationToken = nodeData.inputs?.notionIntegrationToken as string + + const obj: NotionAPILoaderOptions = { + clientOptions: { + auth: notionIntegrationToken + }, + id: pageId, + type: 'page' + } + const loader = new NotionAPILoader(obj) + + let docs = [] + if (textSplitter) { + docs = await loader.loadAndSplit(textSplitter) + } else { + docs = await loader.load() + } + + if (metadata) { + const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) + let finaldocs = [] + for (const doc of docs) { + const newdoc = { + ...doc, + metadata: { + ...doc.metadata, + ...parsedMetadata + } + } + finaldocs.push(newdoc) + } + return finaldocs + } + + return docs + } +} + +module.exports = { nodeClass: NotionPage_DocumentLoaders } diff --git a/packages/components/nodes/documentloaders/NotionDB/notion.png b/packages/components/nodes/documentloaders/Notion/notion.png similarity index 100% rename from packages/components/nodes/documentloaders/NotionDB/notion.png rename to packages/components/nodes/documentloaders/Notion/notion.png diff --git a/packages/components/nodes/documentloaders/NotionFolder/notion.png b/packages/components/nodes/documentloaders/NotionFolder/notion.png deleted file mode 100644 index 391051679c8cc33e7e52891593147283bf93dcb0..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 11406 zcmbVycRZDE`2YPJ=Nx-vC5h9pvdc=wQB;T|Ss5o~6S7CngNE`kib&QeDMdyo+wn=! 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zi<$RrPUwYg73lZBk7uBNdL_4Hd7GPxPi%#+Kdj8jIM+!bKRj{>xSx@P+G3&qb*?4% zxAco%+DRqNAkK+c)@Y9_TXdQe% zArb~KQW+u};F^}icL6~H7Vthv#usm?ep}A|^ju?#0E_TUpz+^=pFELUaX;PEtJ|E` zikSdAOqiR!QVD&{xV*7B_jh*Zh6PKVk^bW`H|SS>We$dT^tEk0 zX99b?)PQsNz|HRYx{y%+feFjN1T1=%2_Z%Xzwfp*_`MuL|JvMC^F~W-2$!(~7HRE?9;-HPCiU3evq|K{j0q1q;(r>*d=8wI78IeqTKY z8hgC#sCvsnhe)0LmTD@S&;76{##DPqo?Rc)$D9Kxieg0$7fOHlq1iD>Y7q zO<0lsstcU&-q*m;MN@G;U8!@f6GA-_2<6r*d9F={;h=}sM@saoe@^9PFK$#j4ievD z(WJeSyQa-rY$s*^m>{QMDfx&rj}BAMIWmK`q!bn|F{v35)`scH!@M2)37ER(IVJZO loqt5f+3jS~8Lke~5$A(tkMB1tsKJ^r(9<>2$v;7g_#eU Date: Fri, 21 Jul 2023 19:22:54 +0100 Subject: [PATCH 44/57] add API document loader --- .../nodes/documentloaders/API/APILoader.ts | 198 ++++++++++++++++++ .../nodes/documentloaders/API/api-loader.png | Bin 0 -> 1402 bytes 2 files changed, 198 insertions(+) create mode 100644 packages/components/nodes/documentloaders/API/APILoader.ts create mode 100644 packages/components/nodes/documentloaders/API/api-loader.png diff --git a/packages/components/nodes/documentloaders/API/APILoader.ts b/packages/components/nodes/documentloaders/API/APILoader.ts new file mode 100644 index 000000000..30fa31d7a --- /dev/null +++ b/packages/components/nodes/documentloaders/API/APILoader.ts @@ -0,0 +1,198 @@ +import { ICommonObject, INode, INodeData, INodeParams } from '../../../src/Interface' +import { TextSplitter } from 'langchain/text_splitter' +import { BaseDocumentLoader } from 'langchain/document_loaders/base' +import { Document } from 'langchain/document' +import axios, { AxiosRequestConfig } from 'axios' + +class API_DocumentLoaders implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs?: INodeParams[] + + constructor() { + this.label = 'API Loader' + this.name = 'apiLoader' + this.type = 'Document' + this.icon = 'api-loader.png' + this.category = 'Document Loaders' + this.description = `Load data from an API` + this.baseClasses = [this.type] + this.inputs = [ + { + label: 'Text Splitter', + name: 'textSplitter', + type: 'TextSplitter', + optional: true + }, + { + label: 'Method', + name: 'method', + type: 'options', + options: [ + { + label: 'GET', + name: 'GET' + }, + { + label: 'POST', + name: 'POST' + } + ] + }, + { + label: 'URL', + name: 'url', + type: 'string' + }, + { + label: 'Headers', + name: 'headers', + type: 'json', + additionalParams: true, + optional: true + }, + { + label: 'Body', + name: 'body', + type: 'json', + description: + 'JSON body for the POST request. If not specified, agent will try to figure out itself from AIPlugin if provided', + additionalParams: true, + optional: true + } + ] + } + async init(nodeData: INodeData): Promise { + const headers = nodeData.inputs?.headers as string + const url = nodeData.inputs?.url as string + const body = nodeData.inputs?.body as string + const method = nodeData.inputs?.method as string + const textSplitter = nodeData.inputs?.textSplitter as TextSplitter + const metadata = nodeData.inputs?.metadata + + const options: ApiLoaderParams = { + url, + method + } + + if (headers) { + const parsedHeaders = typeof headers === 'object' ? headers : JSON.parse(headers) + options.headers = parsedHeaders + } + + if (body) { + const parsedBody = typeof body === 'object' ? body : JSON.parse(body) + options.body = parsedBody + } + + const loader = new ApiLoader(options) + + let docs = [] + + if (textSplitter) { + docs = await loader.loadAndSplit(textSplitter) + } else { + docs = await loader.load() + } + + if (metadata) { + const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata) + let finaldocs = [] + for (const doc of docs) { + const newdoc = { + ...doc, + metadata: { + ...doc.metadata, + ...parsedMetadata + } + } + finaldocs.push(newdoc) + } + return finaldocs + } + + return docs + } +} + +interface ApiLoaderParams { + url: string + method: string + headers?: ICommonObject + body?: ICommonObject +} + +class ApiLoader extends BaseDocumentLoader { + public readonly url: string + + public readonly headers?: ICommonObject + + public readonly body?: ICommonObject + + public readonly method: string + + constructor({ url, headers, body, method }: ApiLoaderParams) { + super() + this.url = url + this.headers = headers + this.body = body + this.method = method + } + + public async load(): Promise { + if (this.method === 'POST') { + return this.executePostRequest(this.url, this.headers, this.body) + } else { + return this.executeGetRequest(this.url, this.headers) + } + } + + protected async executeGetRequest(url: string, headers?: ICommonObject): Promise { + try { + const config: AxiosRequestConfig = {} + if (headers) { + config.headers = headers + } + const response = await axios.get(url, config) + const responseJsonString = JSON.stringify(response.data, null, 2) + const doc = new Document({ + pageContent: responseJsonString, + metadata: { + url + } + }) + return [doc] + } catch (error) { + throw new Error(`Failed to fetch ${url}: ${error}`) + } + } + + protected async executePostRequest(url: string, headers?: ICommonObject, body?: ICommonObject): Promise { + try { + const config: AxiosRequestConfig = {} + if (headers) { + config.headers = headers + } + const response = await axios.post(url, body ?? {}, config) + const responseJsonString = JSON.stringify(response.data, null, 2) + const doc = new Document({ + pageContent: responseJsonString, + metadata: { + url + } + }) + return [doc] + } catch (error) { + throw new Error(`Failed to post ${url}: ${error}`) + } + } +} + +module.exports = { + nodeClass: API_DocumentLoaders +} diff --git a/packages/components/nodes/documentloaders/API/api-loader.png b/packages/components/nodes/documentloaders/API/api-loader.png new file mode 100644 index 0000000000000000000000000000000000000000..93668c4cf1e90538e0c508f4d2f16e5dc69db3de GIT binary patch literal 1402 zcmV-=1%>*FP)z_&000000000000000_>Ycmb-iiHv?1h= zrcfDEC=FB9KFG}YMy~1*YDr)Nr!%cDH!LMgAxm($@;T^a$q>p~^qIb_Y3G|l9)#mn zL(y(n@<3A}m_qfy`KqZ@Yglr1<2fH`M>jnHEm^#BwOU;N=(l7VqhAHG&@hDTYCr%r z0s&Mo0$B27-2xawDF~nf5h_N^ zp$RY-yQnMAa@~7vCcv4CCD)gF^|0MC0siO2L{Z5L<1i!B#`7(QRr zSNFDo0B?Ph_jH6)()xzA^`)VpNFU25Ux4H1it{?+nSHrH1bAt{o@K8bvh~(ejxLt@ z>s7wYik}z(ZeE|!C6|}4X6G+XAOg5u|HR&$>vOCau#+pmvj=VMhbgS!iFCTp$c%v z$NXySLav-l0Uq0(V_)L&JvluzUaP>LvK*=a*RD~ntFS~0uyLfe`lZ##jq5Uc)iHi) zde^7Zp$V|`gADtdi*^DdphGApJP)AoCEIp zoX@wtCuSUc%^Ib1%%bGvU;dhNjW~#lNP-p$i4&mvTRz1+`o*P{&XKdV^8m%nQXd`5 zdL8sazwKI#z5aCq>wusBDY28?;`c8(_nkprq?f;%zd7f|?onr!?HP6SZXcnR3j{@ zij*+Bp)?mIP5>^q6A$gEt#tdx_-mi)^KQ;H%iwsi(xMRzRluM(U`wI2u zQGOnvzD*bcP_ajIOlMDHDQ>|F@N^$v{Zc2A3ZA((&7>e=(k@q0RJ{(O=&QEhw&tUG>;>@JdUEfU`M-4S`jwx&znkEz zVhAwDAv97ssM7WGt#`$M?Yexubwl{Qn%GCc@d>`7rApV&@9*5`9zid*VAn#d1@PK> zLK|ZJ-sha+Z*t&F`2G4=3-Elu`__}YH~ag_fXGLoi3o_^5hhYl^v*CNFw6lWW&+S5 zLs37pnGiFCnyNnnaAcW|^vE(g0XFK9V Date: Sat, 22 Jul 2023 01:16:23 +0100 Subject: [PATCH 45/57] add csv agent --- .../nodes/agents/CSVAgent/CSVAgent.ts | 142 ++++++++++++++++++ .../components/nodes/agents/CSVAgent/core.ts | 35 +++++ .../nodes/agents/CSVAgent/csvagent.png | Bin 0 -> 2036 bytes packages/components/package.json | 1 + packages/components/src/utils.ts | 14 ++ 5 files changed, 192 insertions(+) create mode 100644 packages/components/nodes/agents/CSVAgent/CSVAgent.ts create mode 100644 packages/components/nodes/agents/CSVAgent/core.ts create mode 100644 packages/components/nodes/agents/CSVAgent/csvagent.png diff --git a/packages/components/nodes/agents/CSVAgent/CSVAgent.ts b/packages/components/nodes/agents/CSVAgent/CSVAgent.ts new file mode 100644 index 000000000..8fcae727a --- /dev/null +++ b/packages/components/nodes/agents/CSVAgent/CSVAgent.ts @@ -0,0 +1,142 @@ +import { INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface' +import { AgentExecutor } from 'langchain/agents' +import { getBaseClasses } from '../../../src/utils' +import { LoadPyodide, finalSystemPrompt, systemPrompt } from './core' +import { LLMChain } from 'langchain/chains' +import { BaseLanguageModel } from 'langchain/base_language' + +class CSV_Agents implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'CSV Agent' + this.name = 'csvAgentLLM' + this.type = 'AgentExecutor' + this.category = 'Agents' + this.icon = 'csvagent.png' + this.description = 'Agent used to to answer queries on CSV data' + this.baseClasses = [this.type, ...getBaseClasses(AgentExecutor)] + this.inputs = [ + { + label: 'Csv File', + name: 'csvFile', + type: 'file', + fileType: '.csv' + }, + { + label: 'Language Model', + name: 'model', + type: 'BaseLanguageModel' + } + ] + } + + async init(): Promise { + // Not used + return undefined + } + + async run(nodeData: INodeData, input: string): Promise { + const csvFileBase64 = nodeData.inputs?.csvFile as string + const model = nodeData.inputs?.model as BaseLanguageModel + + let files: string[] = [] + + if (csvFileBase64.startsWith('[') && csvFileBase64.endsWith(']')) { + files = JSON.parse(csvFileBase64) + } else { + files = [csvFileBase64] + } + + let base64String = '' + + for (const file of files) { + const splitDataURI = file.split(',') + splitDataURI.pop() + base64String = splitDataURI.pop() ?? '' + } + + const pyodide = await LoadPyodide() + + // First load the csv file and get the dataframe dictionary of column types + // For example using titanic.csv: {'PassengerId': 'int64', 'Survived': 'int64', 'Pclass': 'int64', 'Name': 'object', 'Sex': 'object', 'Age': 'float64', 'SibSp': 'int64', 'Parch': 'int64', 'Ticket': 'object', 'Fare': 'float64', 'Cabin': 'object', 'Embarked': 'object'} + let executionResult = '' + try { + const code = `import pandas as pd +import base64 +from io import StringIO +import json + +base64_string = "${base64String}" + +decoded_data = base64.b64decode(base64_string) + +csv_data = StringIO(decoded_data.decode('utf-8')) + +df = pd.read_csv(csv_data) +my_dict = df.dtypes.astype(str).to_dict() +print(my_dict) +json.dumps(my_dict)` + executionResult = await pyodide.runPythonAsync(code) + } catch (error) { + throw new Error(error) + } + console.log('executionResult= ', executionResult) + + // Then tell GPT to come out with ONLY python code + // For example: len(df), df[df['SibSp'] > 3]['PassengerId'].count() + let pythonCode = '' + if (executionResult) { + const chain = new LLMChain({ + llm: model, + prompt: PromptTemplate.fromTemplate(systemPrompt), + verbose: process.env.DEBUG === 'true' ? true : false + }) + const inputs = { + dict: executionResult, + question: input + } + const res = await chain.call(inputs) + pythonCode = res?.text + } + console.log('pythonCode= ', pythonCode) + + // Then run the code using Pyodide + let finalResult = '' + if (pythonCode) { + try { + const code = `import pandas as pd\n${pythonCode}` + finalResult = await pyodide.runPythonAsync(code) + } catch (error) { + throw new Error(error) + } + } + console.log('finalResult= ', finalResult) + + // Finally, return a complete answer + if (finalResult) { + const chain = new LLMChain({ + llm: model, + prompt: PromptTemplate.fromTemplate(finalSystemPrompt), + verbose: process.env.DEBUG === 'true' ? true : false + }) + const inputs = { + question: input, + answer: finalResult + } + const res = await chain.call(inputs) + return res?.text + } + + return executionResult + } +} + +module.exports = { nodeClass: CSV_Agents } diff --git a/packages/components/nodes/agents/CSVAgent/core.ts b/packages/components/nodes/agents/CSVAgent/core.ts new file mode 100644 index 000000000..95a1f3d3b --- /dev/null +++ b/packages/components/nodes/agents/CSVAgent/core.ts @@ -0,0 +1,35 @@ +import type { PyodideInterface } from 'pyodide' +import * as path from 'path' +import { getUserHome } from '../../../src/utils' + +let pyodideInstance: PyodideInterface | undefined + +export async function LoadPyodide(): Promise { + if (pyodideInstance === undefined) { + const { loadPyodide } = await import('pyodide') + const obj: any = { packageCacheDir: path.join(getUserHome(), '.flowise', 'pyodideCacheDir') } + pyodideInstance = await loadPyodide(obj) + await pyodideInstance.loadPackage('micropip') + const micropip = pyodideInstance.pyimport('micropip') + await micropip.install('pandas') + await micropip.install('numpy') + //let mountDir = "/mnt"; + //pyodideInstance.FS.mkdir(mountDir); + //pyodideInstance.FS.mount(pyodideInstance.FS.filesystems.NODEFS, { root: path.join(getUserHome(), '.flowise', 'pyodideFS') }, mountDir); + } + + return pyodideInstance +} + +export const systemPrompt = `You are working with a pandas dataframe in Python. The name of the dataframe is df. + +The columns and data types of a dataframe are given below as a Python dictionary with keys showing column names and values showing the data types. +{dict} + +I will ask question, and you will output the Python code using pandas dataframe to answer my question. Do not provide any explanations. Do not respond with anything except the output of the code. + +Question: {question} +Output Code:` + +export const finalSystemPrompt = `You are given the question: {question}. You have an answer to the question: {answer}. 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true : false }) const inputs = { - dict: executionResult, + dict: dataframeColDict, question: input } - const res = await chain.call(inputs) + const res = await chain.call(inputs, [loggerHandler]) pythonCode = res?.text } - console.log('pythonCode= ', pythonCode) + options.logger.debug('[components/CSVAgent] [2] Generated Python Code =>', pythonCode) // Then run the code using Pyodide let finalResult = '' @@ -115,10 +119,10 @@ json.dumps(my_dict)` const code = `import pandas as pd\n${pythonCode}` finalResult = await pyodide.runPythonAsync(code) } catch (error) { - throw new Error(error) + throw new Error(pythonCode) } } - console.log('finalResult= ', finalResult) + options.logger.debug('[components/CSVAgent] [3] Pyodide Result =>', finalResult) // Finally, return a complete answer if (finalResult) { @@ -131,11 +135,19 @@ json.dumps(my_dict)` question: input, answer: finalResult } - const res = await chain.call(inputs) - return res?.text + + if (options.socketIO && options.socketIOClientId) { + const result = await chain.call(inputs, [loggerHandler, handler]) + options.logger.debug('[components/CSVAgent] [4] Final Result =>', result?.text) + return result?.text + } else { + const result = await chain.call(inputs, [loggerHandler]) + options.logger.debug('[components/CSVAgent] [4] Final Result =>', result?.text) + return result?.text + } } - return executionResult + return pythonCode } } diff --git a/packages/components/nodes/agents/CSVAgent/core.ts b/packages/components/nodes/agents/CSVAgent/core.ts index 95a1f3d3b..1c193091a 100644 --- a/packages/components/nodes/agents/CSVAgent/core.ts +++ b/packages/components/nodes/agents/CSVAgent/core.ts @@ -31,5 +31,5 @@ I will ask question, and you will output the Python code using pandas dataframe Question: {question} Output Code:` -export const finalSystemPrompt = `You are given the question: {question}. You have an answer to the question: {answer}. Rephrase the answer with more details. -Helpful Answer:` +export const finalSystemPrompt = `You are given the question: {question}. You have an answer to the question: {answer}. Rephrase the answer into a standalone answer. +Standalone Answer:` diff --git a/packages/server/src/utils/index.ts b/packages/server/src/utils/index.ts index 203cee4fe..1da6a84ea 100644 --- a/packages/server/src/utils/index.ts +++ b/packages/server/src/utils/index.ts @@ -728,7 +728,7 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod isValidChainOrAgent = !blacklistChains.includes(endingNodeData.name) } else if (endingNodeData.category === 'Agents') { // Agent that are available to stream - const whitelistAgents = ['openAIFunctionAgent'] + const whitelistAgents = ['openAIFunctionAgent', 'csvAgent'] isValidChainOrAgent = whitelistAgents.includes(endingNodeData.name) } From de5ab826bbeddf51fe2fb9dedcbc61a99f53ae77 Mon Sep 17 00:00:00 2001 From: Henry Date: Sat, 22 Jul 2023 15:28:50 +0100 Subject: [PATCH 47/57] add artillery load test yml file --- artillery-load-test.yml | 36 ++++++++++++++++++++++++++++++++++++ 1 file changed, 36 insertions(+) create mode 100644 artillery-load-test.yml diff --git a/artillery-load-test.yml b/artillery-load-test.yml new file mode 100644 index 000000000..6b1c81401 --- /dev/null +++ b/artillery-load-test.yml @@ -0,0 +1,36 @@ +# npm install -g artillery@latest +# artillery run artillery-load-test.yml +# Refer https://www.artillery.io/docs + +config: + target: http://128.128.128.128:3000 # replace with your url + phases: + - duration: 1 + arrivalRate: 1 + rampTo: 2 + name: Warm up phase + - duration: 1 + arrivalRate: 2 + rampTo: 3 + name: Ramp up load + - duration: 1 + arrivalRate: 3 + name: Sustained peak load +scenarios: + - flow: + - loop: + - post: + url: '/api/v1/prediction/chatflow-id' # replace with your chatflowid + json: + question: 'hello' # replace with your question + count: 1 # how many request each user make + +# User __ +# 3 / +# 2 / +# 1 _/ +# 1 2 3 +# Seconds +# Total Users = 2 + 3 + 3 = 8 +# Each making 1 HTTP call +# Over a duration of 3 seconds From 5a76af15b2767af740c42b881442edb258ebb6bf Mon Sep 17 00:00:00 2001 From: Henry Date: Sat, 22 Jul 2023 19:52:32 +0100 Subject: [PATCH 48/57] add airtable agent --- .../agents/AirtableAgent/AirtableAgent.ts | 234 ++++++++++++++++++ .../nodes/agents/AirtableAgent/airtable.svg | 9 + .../nodes/agents/AirtableAgent/core.ts | 29 +++ .../nodes/agents/CSVAgent/CSVAgent.ts | 2 +- .../components/nodes/agents/CSVAgent/core.ts | 8 +- packages/server/src/utils/index.ts | 2 +- 6 files changed, 275 insertions(+), 9 deletions(-) create mode 100644 packages/components/nodes/agents/AirtableAgent/AirtableAgent.ts create mode 100644 packages/components/nodes/agents/AirtableAgent/airtable.svg create mode 100644 packages/components/nodes/agents/AirtableAgent/core.ts diff --git a/packages/components/nodes/agents/AirtableAgent/AirtableAgent.ts b/packages/components/nodes/agents/AirtableAgent/AirtableAgent.ts new file mode 100644 index 000000000..5d42d8be8 --- /dev/null +++ b/packages/components/nodes/agents/AirtableAgent/AirtableAgent.ts @@ -0,0 +1,234 @@ +import { ICommonObject, INode, INodeData, INodeParams, PromptTemplate } from '../../../src/Interface' +import { AgentExecutor } from 'langchain/agents' +import { getBaseClasses } from '../../../src/utils' +import { LoadPyodide, finalSystemPrompt, systemPrompt } from './core' +import { LLMChain } from 'langchain/chains' +import { BaseLanguageModel } from 'langchain/base_language' +import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler' +import axios from 'axios' + +class Airtable_Agents implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'Airtable Agent' + this.name = 'airtableAgent' + this.type = 'AgentExecutor' + this.category = 'Agents' + this.icon = 'airtable.svg' + this.description = 'Agent used to to answer queries on Airtable table' + this.baseClasses = [this.type, ...getBaseClasses(AgentExecutor)] + this.inputs = [ + { + label: 'Language Model', + name: 'model', + type: 'BaseLanguageModel' + }, + { + label: 'Personal Access Token', + name: 'accessToken', + type: 'password', + description: + 'Get personal access token from official guide' + }, + { + label: 'Base Id', + name: 'baseId', + type: 'string', + placeholder: 'app11RobdGoX0YNsC', + description: + 'If your table URL looks like: https://airtable.com/app11RobdGoX0YNsC/tblJdmvbrgizbYICO/viw9UrP77Id0CE4ee, app11RovdGoX0YNsC is the base id' + }, + { + label: 'Table Id', + name: 'tableId', + type: 'string', + placeholder: 'tblJdmvbrgizbYICO', + description: + 'If your table URL looks like: https://airtable.com/app11RobdGoX0YNsC/tblJdmvbrgizbYICO/viw9UrP77Id0CE4ee, tblJdmvbrgizbYICO is the table id' + }, + { + label: 'Return All', + name: 'returnAll', + type: 'boolean', + default: true, + additionalParams: true, + description: 'If all results should be returned or only up to a given limit' + }, + { + label: 'Limit', + name: 'limit', + type: 'number', + default: 100, + step: 1, + additionalParams: true, + description: 'Number of results to return' + } + ] + } + + async init(): Promise { + // Not used + return undefined + } + + async run(nodeData: INodeData, input: string, options: ICommonObject): Promise { + const model = nodeData.inputs?.model as BaseLanguageModel + const accessToken = nodeData.inputs?.accessToken as string + const baseId = nodeData.inputs?.baseId as string + const tableId = nodeData.inputs?.tableId as string + const returnAll = nodeData.inputs?.returnAll as boolean + const limit = nodeData.inputs?.limit as string + + let airtableData: ICommonObject[] = [] + + if (returnAll) { + airtableData = await loadAll(baseId, tableId, accessToken) + } else { + airtableData = await loadLimit(limit ? parseInt(limit, 10) : 100, baseId, tableId, accessToken) + } + + let base64String = Buffer.from(JSON.stringify(airtableData)).toString('base64') + + const loggerHandler = new ConsoleCallbackHandler(options.logger) + const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId) + + const pyodide = await LoadPyodide() + + // First load the csv file and get the dataframe dictionary of column types + // For example using titanic.csv: {'PassengerId': 'int64', 'Survived': 'int64', 'Pclass': 'int64', 'Name': 'object', 'Sex': 'object', 'Age': 'float64', 'SibSp': 'int64', 'Parch': 'int64', 'Ticket': 'object', 'Fare': 'float64', 'Cabin': 'object', 'Embarked': 'object'} + let dataframeColDict = '' + try { + const code = `import pandas as pd +import base64 +import json + +base64_string = "${base64String}" + +decoded_data = base64.b64decode(base64_string) + +json_data = json.loads(decoded_data) + +df = pd.DataFrame(json_data) +my_dict = df.dtypes.astype(str).to_dict() +print(my_dict) +json.dumps(my_dict)` + dataframeColDict = await pyodide.runPythonAsync(code) + } catch (error) { + throw new Error(error) + } + options.logger.debug('[components/AirtableAgent] [1] DataframeColDict =>', dataframeColDict) + + // Then tell GPT to come out with ONLY python code + // For example: len(df), df[df['SibSp'] > 3]['PassengerId'].count() + let pythonCode = '' + if (dataframeColDict) { + const chain = new LLMChain({ + llm: model, + prompt: PromptTemplate.fromTemplate(systemPrompt), + verbose: process.env.DEBUG === 'true' ? true : false + }) + const inputs = { + dict: dataframeColDict, + question: input + } + const res = await chain.call(inputs, [loggerHandler]) + pythonCode = res?.text + } + options.logger.debug('[components/AirtableAgent] [2] Generated Python Code =>', pythonCode) + + // Then run the code using Pyodide + let finalResult = '' + if (pythonCode) { + try { + const code = `import pandas as pd\n${pythonCode}` + finalResult = await pyodide.runPythonAsync(code) + } catch (error) { + throw new Error(`Sorry, I'm unable to find answer for question: "${input}" using follwoing code: "${pythonCode}"`) + } + } + options.logger.debug('[components/AirtableAgent] [3] Pyodide Result =>', finalResult) + + // Finally, return a complete answer + if (finalResult) { + const chain = new LLMChain({ + llm: model, + prompt: PromptTemplate.fromTemplate(finalSystemPrompt), + verbose: process.env.DEBUG === 'true' ? true : false + }) + const inputs = { + question: input, + answer: finalResult + } + + if (options.socketIO && options.socketIOClientId) { + const result = await chain.call(inputs, [loggerHandler, handler]) + options.logger.debug('[components/AirtableAgent] [4] Final Result =>', result?.text) + return result?.text + } else { + const result = await chain.call(inputs, [loggerHandler]) + options.logger.debug('[components/AirtableAgent] [4] Final Result =>', result?.text) + return result?.text + } + } + + return pythonCode + } +} + +interface AirtableLoaderResponse { + records: AirtableLoaderPage[] + offset?: string +} + +interface AirtableLoaderPage { + id: string + createdTime: string + fields: ICommonObject +} + +const fetchAirtableData = async (url: string, params: ICommonObject, accessToken: string): Promise => { + try { + const headers = { + Authorization: `Bearer ${accessToken}`, + 'Content-Type': 'application/json', + Accept: 'application/json' + } + const response = await axios.get(url, { params, headers }) + return response.data + } catch (error) { + throw new Error(`Failed to fetch ${url} from Airtable: ${error}`) + } +} + +const loadAll = async (baseId: string, tableId: string, accessToken: string): Promise => { + const params: ICommonObject = { pageSize: 100 } + let data: AirtableLoaderResponse + let returnPages: AirtableLoaderPage[] = [] + + do { + data = await fetchAirtableData(`https://api.airtable.com/v0/${baseId}/${tableId}`, params, accessToken) + returnPages.push.apply(returnPages, data.records) + params.offset = data.offset + } while (data.offset !== undefined) + + return data.records.map((page) => page.fields) +} + +const loadLimit = async (limit: number, baseId: string, tableId: string, accessToken: string): Promise => { + const params = { maxRecords: limit } + const data = await fetchAirtableData(`https://api.airtable.com/v0/${baseId}/${tableId}`, params, accessToken) + if (data.records.length === 0) { + return [] + } + return data.records.map((page) => page.fields) +} + +module.exports = { nodeClass: Airtable_Agents } diff --git a/packages/components/nodes/agents/AirtableAgent/airtable.svg b/packages/components/nodes/agents/AirtableAgent/airtable.svg new file mode 100644 index 000000000..867c3b5ae --- /dev/null +++ b/packages/components/nodes/agents/AirtableAgent/airtable.svg @@ -0,0 +1,9 @@ + + + + + + + + + diff --git a/packages/components/nodes/agents/AirtableAgent/core.ts b/packages/components/nodes/agents/AirtableAgent/core.ts new file mode 100644 index 000000000..450bf5ea6 --- /dev/null +++ b/packages/components/nodes/agents/AirtableAgent/core.ts @@ -0,0 +1,29 @@ +import type { PyodideInterface } from 'pyodide' +import * as path from 'path' +import { getUserHome } from '../../../src/utils' + +let pyodideInstance: PyodideInterface | undefined + +export async function LoadPyodide(): Promise { + if (pyodideInstance === undefined) { + const { loadPyodide } = await import('pyodide') + const obj: any = { packageCacheDir: path.join(getUserHome(), '.flowise', 'pyodideCacheDir') } + pyodideInstance = await loadPyodide(obj) + await pyodideInstance.loadPackage(['pandas', 'numpy']) + } + + return pyodideInstance +} + +export const systemPrompt = `You are working with a pandas dataframe in Python. The name of the dataframe is df. + +The columns and data types of a dataframe are given below as a Python dictionary with keys showing column names and values showing the data types. +{dict} + +I will ask question, and you will output the Python code using pandas dataframe to answer my question. Do not provide any explanations. Do not respond with anything except the output of the code. + +Question: {question} +Output Code:` + +export const finalSystemPrompt = `You are given the question: {question}. You have an answer to the question: {answer}. Rephrase the answer into a standalone answer. +Standalone Answer:` diff --git a/packages/components/nodes/agents/CSVAgent/CSVAgent.ts b/packages/components/nodes/agents/CSVAgent/CSVAgent.ts index e93b52d39..dae909903 100644 --- a/packages/components/nodes/agents/CSVAgent/CSVAgent.ts +++ b/packages/components/nodes/agents/CSVAgent/CSVAgent.ts @@ -119,7 +119,7 @@ json.dumps(my_dict)` const code = `import pandas as pd\n${pythonCode}` finalResult = await pyodide.runPythonAsync(code) } catch (error) { - throw new Error(pythonCode) + throw new Error(`Sorry, I'm unable to find answer for question: "${input}" using follwoing code: "${pythonCode}"`) } } options.logger.debug('[components/CSVAgent] [3] Pyodide Result =>', finalResult) diff --git a/packages/components/nodes/agents/CSVAgent/core.ts b/packages/components/nodes/agents/CSVAgent/core.ts index 1c193091a..450bf5ea6 100644 --- a/packages/components/nodes/agents/CSVAgent/core.ts +++ b/packages/components/nodes/agents/CSVAgent/core.ts @@ -9,13 +9,7 @@ export async function LoadPyodide(): Promise { const { loadPyodide } = await import('pyodide') const obj: any = { packageCacheDir: path.join(getUserHome(), '.flowise', 'pyodideCacheDir') } pyodideInstance = await loadPyodide(obj) - await pyodideInstance.loadPackage('micropip') - const micropip = pyodideInstance.pyimport('micropip') - await micropip.install('pandas') - await micropip.install('numpy') - //let mountDir = "/mnt"; - //pyodideInstance.FS.mkdir(mountDir); - //pyodideInstance.FS.mount(pyodideInstance.FS.filesystems.NODEFS, { root: path.join(getUserHome(), '.flowise', 'pyodideFS') }, mountDir); + await pyodideInstance.loadPackage(['pandas', 'numpy']) } return pyodideInstance diff --git a/packages/server/src/utils/index.ts b/packages/server/src/utils/index.ts index 1da6a84ea..5fa33cff9 100644 --- a/packages/server/src/utils/index.ts +++ b/packages/server/src/utils/index.ts @@ -728,7 +728,7 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod isValidChainOrAgent = !blacklistChains.includes(endingNodeData.name) } else if (endingNodeData.category === 'Agents') { // Agent that are available to stream - const whitelistAgents = ['openAIFunctionAgent', 'csvAgent'] + const whitelistAgents = ['openAIFunctionAgent', 'csvAgent', 'airtableAgent'] isValidChainOrAgent = whitelistAgents.includes(endingNodeData.name) } From c602fdf2dc0f829fe170b4078875298c9b601b52 Mon Sep 17 00:00:00 2001 From: Henry Date: Sun, 23 Jul 2023 19:00:46 +0100 Subject: [PATCH 49/57] prevent backspace delete node when dialog opened --- packages/ui/src/store/actions.js | 2 ++ packages/ui/src/store/reducers/canvasReducer.js | 13 ++++++++++++- .../ui-component/dialog/AdditionalParamsDialog.js | 8 ++++++++ .../ui/src/ui-component/dialog/ExpandTextDialog.js | 9 ++++++++- .../ui-component/dialog/FormatPromptValuesDialog.js | 10 +++++++++- packages/ui/src/views/canvas/index.js | 1 + 6 files changed, 40 insertions(+), 3 deletions(-) diff --git a/packages/ui/src/store/actions.js b/packages/ui/src/store/actions.js index 306c5cb0a..64be4918b 100644 --- a/packages/ui/src/store/actions.js +++ b/packages/ui/src/store/actions.js @@ -11,6 +11,8 @@ export const SET_DARKMODE = '@customization/SET_DARKMODE' export const SET_DIRTY = '@canvas/SET_DIRTY' export const REMOVE_DIRTY = '@canvas/REMOVE_DIRTY' export const SET_CHATFLOW = '@canvas/SET_CHATFLOW' +export const SHOW_CANVAS_DIALOG = '@canvas/SHOW_CANVAS_DIALOG' +export const HIDE_CANVAS_DIALOG = '@canvas/HIDE_CANVAS_DIALOG' // action - notifier reducer export const ENQUEUE_SNACKBAR = 'ENQUEUE_SNACKBAR' diff --git a/packages/ui/src/store/reducers/canvasReducer.js b/packages/ui/src/store/reducers/canvasReducer.js index e98805bb1..8dfae5277 100644 --- a/packages/ui/src/store/reducers/canvasReducer.js +++ b/packages/ui/src/store/reducers/canvasReducer.js @@ -3,7 +3,8 @@ import * as actionTypes from '../actions' export const initialState = { isDirty: false, - chatflow: null + chatflow: null, + canvasDialogShow: false } // ==============================|| CANVAS REDUCER ||============================== // @@ -25,6 +26,16 @@ const canvasReducer = (state = initialState, action) => { ...state, chatflow: action.chatflow } + case actionTypes.SHOW_CANVAS_DIALOG: + return { + ...state, + canvasDialogShow: true + } + case actionTypes.HIDE_CANVAS_DIALOG: + return { + ...state, + canvasDialogShow: false + } default: return state } diff --git a/packages/ui/src/ui-component/dialog/AdditionalParamsDialog.js b/packages/ui/src/ui-component/dialog/AdditionalParamsDialog.js index 66a1eaf64..364706f41 100644 --- a/packages/ui/src/ui-component/dialog/AdditionalParamsDialog.js +++ b/packages/ui/src/ui-component/dialog/AdditionalParamsDialog.js @@ -1,12 +1,15 @@ import { createPortal } from 'react-dom' +import { useDispatch } from 'react-redux' import { useState, useEffect } from 'react' import PropTypes from 'prop-types' import { Dialog, DialogContent } from '@mui/material' import PerfectScrollbar from 'react-perfect-scrollbar' import NodeInputHandler from 'views/canvas/NodeInputHandler' +import { HIDE_CANVAS_DIALOG, SHOW_CANVAS_DIALOG } from 'store/actions' const AdditionalParamsDialog = ({ show, dialogProps, onCancel }) => { const portalElement = document.getElementById('portal') + const dispatch = useDispatch() const [inputParams, setInputParams] = useState([]) const [data, setData] = useState({}) @@ -21,6 +24,11 @@ const AdditionalParamsDialog = ({ show, dialogProps, onCancel }) => { } }, [dialogProps]) + useEffect(() => { + if (show) dispatch({ type: SHOW_CANVAS_DIALOG }) + else dispatch({ type: HIDE_CANVAS_DIALOG }) + }, [show, dispatch]) + const component = show ? ( { const portalElement = document.getElementById('portal') const theme = useTheme() + const dispatch = useDispatch() const customization = useSelector((state) => state.customization) const languageType = 'json' @@ -31,6 +33,11 @@ const ExpandTextDialog = ({ show, dialogProps, onCancel, onConfirm }) => { } }, [dialogProps]) + useEffect(() => { + if (show) dispatch({ type: SHOW_CANVAS_DIALOG }) + else dispatch({ type: HIDE_CANVAS_DIALOG }) + }, [show, dispatch]) + const component = show ? ( diff --git a/packages/ui/src/ui-component/dialog/FormatPromptValuesDialog.js b/packages/ui/src/ui-component/dialog/FormatPromptValuesDialog.js index df1d357ed..95f833c95 100644 --- a/packages/ui/src/ui-component/dialog/FormatPromptValuesDialog.js +++ b/packages/ui/src/ui-component/dialog/FormatPromptValuesDialog.js @@ -1,13 +1,21 @@ +import { useEffect } from 'react' import { createPortal } from 'react-dom' -import { useSelector } from 'react-redux' +import { useSelector, useDispatch } from 'react-redux' import PropTypes from 'prop-types' import { Dialog, DialogContent, DialogTitle } from '@mui/material' import PerfectScrollbar from 'react-perfect-scrollbar' import { JsonEditorInput } from 'ui-component/json/JsonEditor' +import { HIDE_CANVAS_DIALOG, SHOW_CANVAS_DIALOG } from 'store/actions' const FormatPromptValuesDialog = ({ show, dialogProps, onChange, onCancel }) => { const portalElement = document.getElementById('portal') const customization = useSelector((state) => state.customization) + const dispatch = useDispatch() + + useEffect(() => { + if (show) dispatch({ type: SHOW_CANVAS_DIALOG }) + else dispatch({ type: HIDE_CANVAS_DIALOG }) + }, [show, dispatch]) const component = show ? ( { onConnect={onConnect} onInit={setReactFlowInstance} fitView + deleteKeyCode={canvas.canvasDialogShow ? null : ['Backspace', 'Delete']} minZoom={0.1} > Date: Mon, 24 Jul 2023 19:11:39 +0100 Subject: [PATCH 50/57] - add refine chain type custom system message - allow all memory type to conver_re_qa_chain - fix startsWith undefined where override config file is not passed - ability to generate new session id when sharing chatbot --- .../ConversationalRetrievalQAChain.ts | 58 ++- .../ConversationalRetrievalQAChain/prompts.ts | 31 +- .../Conversational Retrieval QA Chain.json | 429 +++++++++--------- packages/server/src/ChildProcess.ts | 12 +- packages/server/src/index.ts | 5 +- packages/server/src/utils/index.ts | 9 +- packages/ui/src/views/canvas/CanvasHeader.js | 20 +- packages/ui/src/views/chatbot/index.js | 19 +- .../ui/src/views/chatflows/APICodeDialog.js | 4 +- .../ui/src/views/chatflows/ShareChatbot.js | 26 +- 10 files changed, 373 insertions(+), 240 deletions(-) diff --git a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts index 8ec663f9a..3ac99bc3b 100644 --- a/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts +++ b/packages/components/nodes/chains/ConversationalRetrievalQAChain/ConversationalRetrievalQAChain.ts @@ -1,9 +1,9 @@ import { BaseLanguageModel } from 'langchain/base_language' import { ICommonObject, IMessage, INode, INodeData, INodeParams } from '../../../src/Interface' import { getBaseClasses } from '../../../src/utils' -import { ConversationalRetrievalQAChain } from 'langchain/chains' +import { ConversationalRetrievalQAChain, QAChainParams } from 'langchain/chains' import { AIMessage, BaseRetriever, HumanMessage } from 'langchain/schema' -import { BaseChatMemory, BufferMemory, ChatMessageHistory } from 'langchain/memory' +import { BaseChatMemory, BufferMemory, ChatMessageHistory, BufferMemoryInput } from 'langchain/memory' import { PromptTemplate } from 'langchain/prompts' import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler' import { @@ -11,7 +11,9 @@ import { default_qa_template, qa_template, map_reduce_template, - CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT + CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT, + refine_question_template, + refine_template } from './prompts' class ConversationalRetrievalQAChain_Chains implements INode { @@ -46,9 +48,9 @@ class ConversationalRetrievalQAChain_Chains implements INode { { label: 'Memory', name: 'memory', - type: 'DynamoDBChatMemory | RedisBackedChatMemory | ZepMemory', + type: 'BaseMemory', optional: true, - description: 'If no memory connected, default BufferMemory will be used' + description: 'If left empty, a default BufferMemory will be used' }, { label: 'Return Source Documents', @@ -115,28 +117,43 @@ class ConversationalRetrievalQAChain_Chains implements INode { combinePrompt: PromptTemplate.fromTemplate( systemMessagePrompt ? `${systemMessagePrompt}\n${map_reduce_template}` : default_map_reduce_template ) - } + } as QAChainParams } else if (chainOption === 'refine') { - // TODO: Add custom system message + const qprompt = new PromptTemplate({ + inputVariables: ['context', 'question'], + template: refine_question_template(systemMessagePrompt) + }) + const rprompt = new PromptTemplate({ + inputVariables: ['context', 'question', 'existing_answer'], + template: refine_template + }) + obj.qaChainOptions = { + type: 'refine', + questionPrompt: qprompt, + refinePrompt: rprompt + } as QAChainParams } else { obj.qaChainOptions = { type: 'stuff', prompt: PromptTemplate.fromTemplate(systemMessagePrompt ? `${systemMessagePrompt}\n${qa_template}` : default_qa_template) - } + } as QAChainParams } if (memory) { memory.inputKey = 'question' - memory.outputKey = 'text' memory.memoryKey = 'chat_history' + if (chainOption === 'refine') memory.outputKey = 'output_text' + else memory.outputKey = 'text' obj.memory = memory } else { - obj.memory = new BufferMemory({ + const fields: BufferMemoryInput = { memoryKey: 'chat_history', inputKey: 'question', - outputKey: 'text', returnMessages: true - }) + } + if (chainOption === 'refine') fields.outputKey = 'output_text' + else fields.outputKey = 'text' + obj.memory = new BufferMemory(fields) } const chain = ConversationalRetrievalQAChain.fromLLM(model, vectorStoreRetriever, obj) @@ -147,6 +164,7 @@ class ConversationalRetrievalQAChain_Chains implements INode { const chain = nodeData.instance as ConversationalRetrievalQAChain const returnSourceDocuments = nodeData.inputs?.returnSourceDocuments as boolean const memory = nodeData.inputs?.memory + const chainOption = nodeData.inputs?.chainOption as string let model = nodeData.inputs?.model @@ -176,8 +194,22 @@ class ConversationalRetrievalQAChain_Chains implements INode { const loggerHandler = new ConsoleCallbackHandler(options.logger) if (options.socketIO && options.socketIOClientId) { - const handler = new CustomChainHandler(options.socketIO, options.socketIOClientId, undefined, returnSourceDocuments) + const handler = new CustomChainHandler( + options.socketIO, + options.socketIOClientId, + chainOption === 'refine' ? 4 : undefined, + returnSourceDocuments + ) const res = await chain.call(obj, [loggerHandler, handler]) + if (chainOption === 'refine') { + if (res.output_text && res.sourceDocuments) { + return { + text: res.output_text, + sourceDocuments: res.sourceDocuments + } + } + return res?.output_text + } if (res.text && res.sourceDocuments) return res return res?.text } else { diff --git a/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts b/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts index 66b80f470..132e3a97e 100644 --- a/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts +++ b/packages/components/nodes/chains/ConversationalRetrievalQAChain/prompts.ts @@ -27,7 +27,36 @@ export const map_reduce_template = `Given the following extracted parts of a lon Question: {question} Helpful Answer:` -export const CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT = `Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, in its original language. include it in the standalone question. +export const refine_question_template = (sysPrompt?: string) => { + let returnPrompt = '' + if (sysPrompt) + returnPrompt = `Context information is below. +--------------------- +{context} +--------------------- +Given the context information and not prior knowledge, ${sysPrompt} +Answer the question: {question}. +Answer:` + if (!sysPrompt) + returnPrompt = `Context information is below. +--------------------- +{context} +--------------------- +Given the context information and not prior knowledge, answer the question: {question}. +Answer:` + return returnPrompt +} + +export const refine_template = `The original question is as follows: {question} +We have provided an existing answer: {existing_answer} +We have the opportunity to refine the existing answer (only if needed) with some more context below. +------------ +{context} +------------ +Given the new context, refine the original answer to better answer the question. +If you can't find answer from the context, return the original answer.` + +export const CUSTOM_QUESTION_GENERATOR_CHAIN_PROMPT = `Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question, answer in the same language as the follow up question. include it in the standalone question. Chat History: {chat_history} diff --git a/packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json b/packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json index e420fefe9..e267214e7 100644 --- a/packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json +++ b/packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json @@ -58,70 +58,6 @@ }, "dragging": false }, - { - "width": 300, - "height": 392, - "id": "textFile_1", - "position": { - "x": 810.6456923854021, - "y": 61.45989039390216 - }, - "type": "customNode", - "data": { - "id": "textFile_1", - "label": "Text File", - "name": "textFile", - "type": "Document", - "baseClasses": ["Document"], - "category": "Document Loaders", - "description": "Load data from text files", - "inputParams": [ - { - "label": "Txt File", - "name": "txtFile", - "type": "file", - "fileType": ".txt", - "id": "textFile_1-input-txtFile-file" - }, - { - "label": "Metadata", - "name": "metadata", - "type": "json", - "optional": true, - "additionalParams": true, - "id": "textFile_1-input-metadata-json" - } - ], - "inputAnchors": [ - { - "label": "Text Splitter", - "name": "textSplitter", - "type": "TextSplitter", - "optional": true, - "id": "textFile_1-input-textSplitter-TextSplitter" - } - ], - "inputs": { - "textSplitter": "{{recursiveCharacterTextSplitter_1.data.instance}}" - }, - "outputAnchors": [ - { - "id": "textFile_1-output-textFile-Document", - "name": "textFile", - "label": "Document", - "type": "Document" - } - ], - "outputs": {}, - "selected": false - }, - "selected": false, - "positionAbsolute": { - "x": 810.6456923854021, - "y": 61.45989039390216 - }, - "dragging": false - }, { "width": 300, "height": 330, @@ -203,118 +139,6 @@ }, "dragging": false }, - { - "width": 300, - "height": 702, - "id": "pineconeUpsert_1", - "position": { - "x": 1201.3427203075867, - "y": 545.1800202023215 - }, - "type": "customNode", - "data": { - "id": "pineconeUpsert_1", - "label": "Pinecone Upsert Document", - "name": "pineconeUpsert", - "type": "Pinecone", - "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"], - "category": "Vector Stores", - "description": "Upsert documents to Pinecone", - "inputParams": [ - { - "label": "Pinecone Api Key", - "name": "pineconeApiKey", - "type": "password", - "id": "pineconeUpsert_1-input-pineconeApiKey-password" - }, - { - "label": "Pinecone Environment", - "name": "pineconeEnv", - "type": "string", - "id": "pineconeUpsert_1-input-pineconeEnv-string" - }, - { - "label": "Pinecone Index", - "name": "pineconeIndex", - "type": "string", - "id": "pineconeUpsert_1-input-pineconeIndex-string" - }, - { - "label": "Pinecone Namespace", - "name": "pineconeNamespace", - "type": "string", - "placeholder": "my-first-namespace", - "optional": true, - "additionalParams": true, - "id": "pineconeUpsert_1-input-pineconeNamespace-string" - }, - { - "label": "Top K", - "name": "topK", - "description": "Number of top results to fetch. Default to 4", - "placeholder": "4", - "type": "number", - "additionalParams": true, - "optional": true, - "id": "pineconeUpsert_1-input-topK-number" - } - ], - "inputAnchors": [ - { - "label": "Document", - "name": "document", - "type": "Document", - "list": true, - "id": "pineconeUpsert_1-input-document-Document" - }, - { - "label": "Embeddings", - "name": "embeddings", - "type": "Embeddings", - "id": "pineconeUpsert_1-input-embeddings-Embeddings" - } - ], - "inputs": { - "document": ["{{textFile_1.data.instance}}"], - "embeddings": "{{openAIEmbeddings_1.data.instance}}", - "pineconeEnv": "us-west4-gcp", - "pineconeIndex": "myindex", - "pineconeNamespace": "mynamespace" - }, - "outputAnchors": [ - { - "name": "output", - "label": "Output", - "type": "options", - "options": [ - { - "id": "pineconeUpsert_1-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", - "name": "retriever", - "label": "Pinecone Retriever", - "type": "Pinecone | VectorStoreRetriever | BaseRetriever" - }, - { - "id": "pineconeUpsert_1-output-vectorStore-Pinecone|VectorStore", - "name": "vectorStore", - "label": "Pinecone Vector Store", - "type": "Pinecone | VectorStore" - } - ], - "default": "retriever" - } - ], - "outputs": { - "output": "retriever" - }, - "selected": false - }, - "selected": false, - "dragging": false, - "positionAbsolute": { - "x": 1201.3427203075867, - "y": 545.1800202023215 - } - }, { "width": 300, "height": 524, @@ -468,7 +292,7 @@ }, { "width": 300, - "height": 280, + "height": 480, "id": "conversationalRetrievalQAChain_0", "position": { "x": 1627.1855024401737, @@ -551,7 +375,7 @@ ], "inputs": { "model": "{{chatOpenAI_0.data.instance}}", - "vectorStoreRetriever": "{{pineconeUpsert_1.data.instance}}" + "vectorStoreRetriever": "{{pineconeUpsert_0.data.instance}}" }, "outputAnchors": [ { @@ -570,42 +394,186 @@ "y": 394.42287890442145 }, "dragging": false + }, + { + "width": 300, + "height": 411, + "id": "textFile_0", + "position": { + "x": 806.1207502345, + "y": 98.75458062792087 + }, + "type": "customNode", + "data": { + "id": "textFile_0", + "label": "Text File", + "name": "textFile", + "type": "Document", + "baseClasses": ["Document"], + "category": "Document Loaders", + "description": "Load data from text files", + "inputParams": [ + { + "label": "Txt File", + "name": "txtFile", + "type": "file", + "fileType": ".txt", + "id": "textFile_0-input-txtFile-file" + }, + { + "label": "Metadata", + "name": "metadata", + "type": "json", + "optional": true, + "additionalParams": true, + "id": "textFile_0-input-metadata-json" + } + ], + "inputAnchors": [ + { + "label": "Text Splitter", + "name": "textSplitter", + "type": "TextSplitter", + "optional": true, + "id": "textFile_0-input-textSplitter-TextSplitter" + } + ], + "inputs": { + "textSplitter": "{{recursiveCharacterTextSplitter_1.data.instance}}", + "metadata": "" + }, + "outputAnchors": [ + { + "id": "textFile_0-output-textFile-Document", + "name": "textFile", + "label": "Document", + "type": "Document" + } + ], + "outputs": {}, + "selected": false + }, + "positionAbsolute": { + "x": 806.1207502345, + "y": 98.75458062792087 + }, + "selected": false + }, + { + "width": 300, + "height": 655, + "id": "pineconeUpsert_0", + "position": { + "x": 1206.7979889462367, + "y": 526.4616330622748 + }, + "type": "customNode", + "data": { + "id": "pineconeUpsert_0", + "label": "Pinecone Upsert Document", + "name": "pineconeUpsert", + "type": "Pinecone", + "baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"], + "category": "Vector Stores", + "description": "Upsert documents to Pinecone", + "inputParams": [ + { + "label": "Pinecone Api Key", + "name": "pineconeApiKey", + "type": "password", + "id": "pineconeUpsert_0-input-pineconeApiKey-password" + }, + { + "label": "Pinecone Environment", + "name": "pineconeEnv", + "type": "string", + "id": "pineconeUpsert_0-input-pineconeEnv-string" + }, + { + "label": "Pinecone Index", + "name": "pineconeIndex", + "type": "string", + "id": "pineconeUpsert_0-input-pineconeIndex-string" + }, + { + "label": "Pinecone Namespace", + "name": "pineconeNamespace", + "type": "string", + "placeholder": "my-first-namespace", + "additionalParams": true, + "optional": true, + "id": "pineconeUpsert_0-input-pineconeNamespace-string" + }, + { + "label": "Top K", + "name": "topK", + "description": "Number of top results to fetch. Default to 4", + "placeholder": "4", + "type": "number", + "additionalParams": true, + "optional": true, + "id": "pineconeUpsert_0-input-topK-number" + } + ], + "inputAnchors": [ + { + "label": "Document", + "name": "document", + "type": "Document", + "list": true, + "id": "pineconeUpsert_0-input-document-Document" + }, + { + "label": "Embeddings", + "name": "embeddings", + "type": "Embeddings", + "id": "pineconeUpsert_0-input-embeddings-Embeddings" + } + ], + "inputs": { + "document": ["{{textFile_0.data.instance}}"], + "embeddings": "{{openAIEmbeddings_1.data.instance}}", + "pineconeEnv": "", + "pineconeIndex": "", + "pineconeNamespace": "", + "topK": "" + }, + "outputAnchors": [ + { + "name": "output", + "label": "Output", + "type": "options", + "options": [ + { + "id": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", + "name": "retriever", + "label": "Pinecone Retriever", + "type": "Pinecone | VectorStoreRetriever | BaseRetriever" + }, + { + "id": "pineconeUpsert_0-output-vectorStore-Pinecone|VectorStore", + "name": "vectorStore", + "label": "Pinecone Vector Store", + "type": "Pinecone | VectorStore" + } + ], + "default": "retriever" + } + ], + "outputs": { + "output": "retriever" + }, + "selected": false + }, + "selected": false, + "positionAbsolute": { + "x": 1206.7979889462367, + "y": 526.4616330622748 + }, + "dragging": false } ], "edges": [ - { - "source": "openAIEmbeddings_1", - "sourceHandle": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings", - "target": "pineconeUpsert_1", - "targetHandle": "pineconeUpsert_1-input-embeddings-Embeddings", - "type": "buttonedge", - "id": "openAIEmbeddings_1-openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeUpsert_1-pineconeUpsert_1-input-embeddings-Embeddings", - "data": { - "label": "" - } - }, - { - "source": "textFile_1", - "sourceHandle": "textFile_1-output-textFile-Document", - "target": "pineconeUpsert_1", - "targetHandle": "pineconeUpsert_1-input-document-Document", - "type": "buttonedge", - "id": "textFile_1-textFile_1-output-textFile-Document-pineconeUpsert_1-pineconeUpsert_1-input-document-Document", - "data": { - "label": "" - } - }, - { - "source": "recursiveCharacterTextSplitter_1", - "sourceHandle": "recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter", - "target": "textFile_1", - "targetHandle": "textFile_1-input-textSplitter-TextSplitter", - "type": "buttonedge", - "id": "recursiveCharacterTextSplitter_1-recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter-textFile_1-textFile_1-input-textSplitter-TextSplitter", - "data": { - "label": "" - } - }, { "source": "chatOpenAI_0", "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|BaseLangChain", @@ -618,12 +586,45 @@ } }, { - "source": "pineconeUpsert_1", - "sourceHandle": "pineconeUpsert_1-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", + "source": "recursiveCharacterTextSplitter_1", + "sourceHandle": "recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter", + "target": "textFile_0", + "targetHandle": "textFile_0-input-textSplitter-TextSplitter", + "type": "buttonedge", + "id": "recursiveCharacterTextSplitter_1-recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter-textFile_0-textFile_0-input-textSplitter-TextSplitter", + "data": { + "label": "" + } + }, + { + "source": "textFile_0", + "sourceHandle": "textFile_0-output-textFile-Document", + "target": "pineconeUpsert_0", + "targetHandle": "pineconeUpsert_0-input-document-Document", + "type": "buttonedge", + "id": "textFile_0-textFile_0-output-textFile-Document-pineconeUpsert_0-pineconeUpsert_0-input-document-Document", + "data": { + "label": "" + } + }, + { + "source": "openAIEmbeddings_1", + "sourceHandle": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings", + "target": "pineconeUpsert_0", + "targetHandle": "pineconeUpsert_0-input-embeddings-Embeddings", + "type": "buttonedge", + "id": "openAIEmbeddings_1-openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeUpsert_0-pineconeUpsert_0-input-embeddings-Embeddings", + "data": { + "label": "" + } + }, + { + "source": "pineconeUpsert_0", + "sourceHandle": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", "target": "conversationalRetrievalQAChain_0", "targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever", "type": "buttonedge", - "id": "pineconeUpsert_1-pineconeUpsert_1-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever", + "id": "pineconeUpsert_0-pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever", "data": { "label": "" } diff --git a/packages/server/src/ChildProcess.ts b/packages/server/src/ChildProcess.ts index f0117b6dc..2228cda63 100644 --- a/packages/server/src/ChildProcess.ts +++ b/packages/server/src/ChildProcess.ts @@ -1,6 +1,14 @@ import path from 'path' import { IChildProcessMessage, IReactFlowNode, IReactFlowObject, IRunChatflowMessageValue, INodeData } from './Interface' -import { buildLangchain, constructGraphs, getEndingNode, getStartingNodes, getUserHome, resolveVariables } from './utils' +import { + buildLangchain, + constructGraphs, + getEndingNode, + getStartingNodes, + getUserHome, + replaceInputsWithConfig, + resolveVariables +} from './utils' import { DataSource } from 'typeorm' import { ChatFlow } from './entity/ChatFlow' import { ChatMessage } from './entity/ChatMessage' @@ -109,6 +117,8 @@ export class ChildProcess { return } + if (incomingInput.overrideConfig) + nodeToExecute.data = replaceInputsWithConfig(nodeToExecute.data, incomingInput.overrideConfig) const reactFlowNodeData: INodeData = resolveVariables(nodeToExecute.data, reactFlowNodes, incomingInput.question) nodeToExecuteData = reactFlowNodeData diff --git a/packages/server/src/index.ts b/packages/server/src/index.ts index aece8b6fb..6746278ef 100644 --- a/packages/server/src/index.ts +++ b/packages/server/src/index.ts @@ -40,7 +40,8 @@ import { isVectorStoreFaiss, databaseEntities, getApiKey, - clearSessionMemory + clearSessionMemory, + replaceInputsWithConfig } from './utils' import { cloneDeep } from 'lodash' import { getDataSource } from './DataSource' @@ -819,6 +820,8 @@ export class App { const nodeToExecute = reactFlowNodes.find((node: IReactFlowNode) => node.id === endingNodeId) if (!nodeToExecute) return res.status(404).send(`Node ${endingNodeId} not found`) + if (incomingInput.overrideConfig) + nodeToExecute.data = replaceInputsWithConfig(nodeToExecute.data, incomingInput.overrideConfig) const reactFlowNodeData: INodeData = resolveVariables(nodeToExecute.data, reactFlowNodes, incomingInput.question) nodeToExecuteData = reactFlowNodeData diff --git a/packages/server/src/utils/index.ts b/packages/server/src/utils/index.ts index 5fa33cff9..8e743031b 100644 --- a/packages/server/src/utils/index.ts +++ b/packages/server/src/utils/index.ts @@ -428,9 +428,12 @@ export const replaceInputsWithConfig = (flowNodeData: INodeData, overrideConfig: const types = 'inputs' const getParamValues = (paramsObj: ICommonObject) => { - for (const key in paramsObj) { - const paramValue: string = paramsObj[key] - paramsObj[key] = overrideConfig[key] ?? paramValue + for (const config in overrideConfig) { + let paramValue = overrideConfig[config] ?? paramsObj[config] + // Check if boolean + if (paramValue === 'true') paramValue = true + else if (paramValue === 'false') paramValue = false + paramsObj[config] = paramValue } } diff --git a/packages/ui/src/views/canvas/CanvasHeader.js b/packages/ui/src/views/canvas/CanvasHeader.js index 1c1e5212d..d25635325 100644 --- a/packages/ui/src/views/canvas/CanvasHeader.js +++ b/packages/ui/src/views/canvas/CanvasHeader.js @@ -90,8 +90,8 @@ const CanvasHeader = ({ chatflow, handleSaveFlow, handleDeleteFlow, handleLoadFl } const onAPIDialogClick = () => { + // If file type is file, isFormDataRequired = true let isFormDataRequired = false - try { const flowData = JSON.parse(chatflow.flowData) const nodes = flowData.nodes @@ -105,11 +105,27 @@ const CanvasHeader = ({ chatflow, handleSaveFlow, handleDeleteFlow, handleLoadFl console.error(e) } + // If sessionId memory, isSessionMemory = true + let isSessionMemory = false + try { + const flowData = JSON.parse(chatflow.flowData) + const nodes = flowData.nodes + for (const node of nodes) { + if (node.data.inputParams.find((param) => param.name === 'sessionId')) { + isSessionMemory = true + break + } + } + } catch (e) { + console.error(e) + } + setAPIDialogProps({ title: 'Embed in website or use as API', chatflowid: chatflow.id, chatflowApiKeyId: chatflow.apikeyid, - isFormDataRequired + isFormDataRequired, + isSessionMemory }) setAPIDialogOpen(true) } diff --git a/packages/ui/src/views/chatbot/index.js b/packages/ui/src/views/chatbot/index.js index f29c35ee1..2b5721e79 100644 --- a/packages/ui/src/views/chatbot/index.js +++ b/packages/ui/src/views/chatbot/index.js @@ -26,6 +26,7 @@ const ChatbotFull = () => { const [loginDialogOpen, setLoginDialogOpen] = useState(false) const [loginDialogProps, setLoginDialogProps] = useState({}) const [isLoading, setLoading] = useState(true) + const [chatbotOverrideConfig, setChatbotOverrideConfig] = useState({}) const getSpecificChatflowFromPublicApi = useApi(chatflowsApi.getSpecificChatflowFromPublicEndpoint) const getSpecificChatflowApi = useApi(chatflowsApi.getSpecificChatflow) @@ -77,10 +78,19 @@ const ChatbotFull = () => { setChatflow(chatflowData) if (chatflowData.chatbotConfig) { try { - setChatbotTheme(JSON.parse(chatflowData.chatbotConfig)) + const parsedConfig = JSON.parse(chatflowData.chatbotConfig) + setChatbotTheme(parsedConfig) + if (parsedConfig.overrideConfig) { + // Generate new sessionId + if (parsedConfig.overrideConfig.generateNewSession) { + parsedConfig.overrideConfig.sessionId = Date.now().toString() + } + setChatbotOverrideConfig(parsedConfig.overrideConfig) + } } catch (e) { console.error(e) setChatbotTheme({}) + setChatbotOverrideConfig({}) } } } @@ -97,7 +107,12 @@ const ChatbotFull = () => { {!chatflow || chatflow.apikeyid ? (

Invalid Chatbot

) : ( - + )} diff --git a/packages/ui/src/views/chatflows/APICodeDialog.js b/packages/ui/src/views/chatflows/APICodeDialog.js index 716ac3ff2..994f75526 100644 --- a/packages/ui/src/views/chatflows/APICodeDialog.js +++ b/packages/ui/src/views/chatflows/APICodeDialog.js @@ -612,7 +612,9 @@ query({ )} )} - {codeLang === 'Share Chatbot' && !chatflowApiKeyId && } + {codeLang === 'Share Chatbot' && !chatflowApiKeyId && ( + + )} ))} diff --git a/packages/ui/src/views/chatflows/ShareChatbot.js b/packages/ui/src/views/chatflows/ShareChatbot.js index 51e12e545..0f05c28ab 100644 --- a/packages/ui/src/views/chatflows/ShareChatbot.js +++ b/packages/ui/src/views/chatflows/ShareChatbot.js @@ -2,6 +2,7 @@ import { useState } from 'react' import { useDispatch, useSelector } from 'react-redux' import { enqueueSnackbar as enqueueSnackbarAction, closeSnackbar as closeSnackbarAction, SET_CHATFLOW } from 'store/actions' import { SketchPicker } from 'react-color' +import PropTypes from 'prop-types' import { Box, Typography, Button, Switch, OutlinedInput, Popover, Stack, IconButton } from '@mui/material' import { useTheme } from '@mui/material/styles' @@ -41,7 +42,7 @@ const defaultConfig = { } } -const ShareChatbot = () => { +const ShareChatbot = ({ isSessionMemory }) => { const dispatch = useDispatch() const theme = useTheme() const chatflow = useSelector((state) => state.canvas.chatflow) @@ -54,6 +55,7 @@ const ShareChatbot = () => { const closeSnackbar = (...args) => dispatch(closeSnackbarAction(...args)) const [isPublicChatflow, setChatflowIsPublic] = useState(chatflow.isPublic ?? false) + const [generateNewSession, setGenerateNewSession] = useState(chatbotConfig?.generateNewSession ?? false) const [welcomeMessage, setWelcomeMessage] = useState(chatbotConfig?.welcomeMessage ?? '') const [backgroundColor, setBackgroundColor] = useState(chatbotConfig?.backgroundColor ?? defaultConfig.backgroundColor) @@ -103,7 +105,8 @@ const ShareChatbot = () => { userMessage: { showAvatar: false }, - textInput: {} + textInput: {}, + overrideConfig: {} } if (welcomeMessage) obj.welcomeMessage = welcomeMessage if (backgroundColor) obj.backgroundColor = backgroundColor @@ -125,6 +128,8 @@ const ShareChatbot = () => { if (textInputPlaceholder) obj.textInput.placeholder = textInputPlaceholder if (textInputSendButtonColor) obj.textInput.sendButtonColor = textInputSendButtonColor + if (isSessionMemory) obj.overrideConfig.generateNewSession = generateNewSession + return obj } @@ -273,6 +278,9 @@ const ShareChatbot = () => { case 'userMessageShowAvatar': setUserMessageShowAvatar(value) break + case 'generateNewSession': + setGenerateNewSession(value) + break } } @@ -431,6 +439,16 @@ const ShareChatbot = () => { {textField(textInputPlaceholder, 'textInputPlaceholder', 'TextInput Placeholder', 'string', `Type question..`)} {colorField(textInputSendButtonColor, 'textInputSendButtonColor', 'TextIntput Send Button Color')} + {/*Session Memory Input*/} + {isSessionMemory && ( + <> + + Session Memory + + {booleanField(generateNewSession, 'generateNewSession', 'Start new session when chatbot link is opened or refreshed')} + + )} + onSave()}> Save Changes @@ -470,4 +488,8 @@ const ShareChatbot = () => { ) } +ShareChatbot.propTypes = { + isSessionMemory: PropTypes.bool +} + export default ShareChatbot From 2f10d46abcd41cfe2f6b280260ba95f9815c05ce Mon Sep 17 00:00:00 2001 From: Henry Date: Tue, 25 Jul 2023 00:32:50 +0100 Subject: [PATCH 51/57] add handleEscapeChar --- .../nodes/chains/LLMChain/LLMChain.ts | 19 ++++++++--- .../ChatPromptTemplate/ChatPromptTemplate.ts | 2 +- .../FewShotPromptTemplate.ts | 2 +- .../prompts/PromptTemplate/PromptTemplate.ts | 2 +- packages/components/src/utils.ts | 34 +++++++++++++++++++ packages/components/tsconfig.json | 2 +- packages/server/src/utils/index.ts | 9 +++-- 7 files changed, 60 insertions(+), 10 deletions(-) diff --git a/packages/components/nodes/chains/LLMChain/LLMChain.ts b/packages/components/nodes/chains/LLMChain/LLMChain.ts index 1d0ccb92d..eca56d318 100644 --- a/packages/components/nodes/chains/LLMChain/LLMChain.ts +++ b/packages/components/nodes/chains/LLMChain/LLMChain.ts @@ -1,5 +1,5 @@ import { ICommonObject, INode, INodeData, INodeOutputsValue, INodeParams } from '../../../src/Interface' -import { getBaseClasses } from '../../../src/utils' +import { getBaseClasses, handleEscapeCharacters } from '../../../src/utils' import { LLMChain } from 'langchain/chains' import { BaseLanguageModel } from 'langchain/base_language' import { ConsoleCallbackHandler, CustomChainHandler } from '../../../src/handler' @@ -73,7 +73,12 @@ class LLMChain_Chains implements INode { console.log('\x1b[92m\x1b[1m\n*****OUTPUT PREDICTION*****\n\x1b[0m\x1b[0m') // eslint-disable-next-line no-console console.log(res) - return res + /** + * Apply string transformation to convert special chars: + * FROM: hello i am ben\n\n\thow are you? + * TO: hello i am benFLOWISE_NEWLINEFLOWISE_NEWLINEFLOWISE_TABhow are you? + */ + return handleEscapeCharacters(res, false) } } @@ -81,7 +86,6 @@ class LLMChain_Chains implements INode { const inputVariables = nodeData.instance.prompt.inputVariables as string[] // ["product"] const chain = nodeData.instance as LLMChain const promptValues = nodeData.inputs?.prompt.promptValues as ICommonObject - const res = await runPrediction(inputVariables, chain, input, promptValues, options) // eslint-disable-next-line no-console console.log('\x1b[93m\x1b[1m\n*****FINAL RESULT*****\n\x1b[0m\x1b[0m') @@ -95,7 +99,7 @@ const runPrediction = async ( inputVariables: string[], chain: LLMChain, input: string, - promptValues: ICommonObject, + promptValuesRaw: ICommonObject, options: ICommonObject ) => { const loggerHandler = new ConsoleCallbackHandler(options.logger) @@ -103,6 +107,13 @@ const runPrediction = async ( const socketIO = isStreaming ? options.socketIO : undefined const socketIOClientId = isStreaming ? options.socketIOClientId : '' + /** + * Apply string transformation to reverse converted special chars: + * FROM: { "value": "hello i am benFLOWISE_NEWLINEFLOWISE_NEWLINEFLOWISE_TABhow are you?" } + * TO: { "value": "hello i am ben\n\n\thow are you?" } + */ + const promptValues = handleEscapeCharacters(promptValuesRaw, true) + if (inputVariables.length === 1) { if (isStreaming) { const handler = new CustomChainHandler(socketIO, socketIOClientId) diff --git a/packages/components/nodes/prompts/ChatPromptTemplate/ChatPromptTemplate.ts b/packages/components/nodes/prompts/ChatPromptTemplate/ChatPromptTemplate.ts index 4eeb1dd23..88803348b 100644 --- a/packages/components/nodes/prompts/ChatPromptTemplate/ChatPromptTemplate.ts +++ b/packages/components/nodes/prompts/ChatPromptTemplate/ChatPromptTemplate.ts @@ -58,7 +58,7 @@ class ChatPromptTemplate_Prompts implements INode { let promptValues: ICommonObject = {} if (promptValuesStr) { - promptValues = JSON.parse(promptValuesStr.replace(/\s/g, '')) + promptValues = JSON.parse(promptValuesStr) } // @ts-ignore prompt.promptValues = promptValues diff --git a/packages/components/nodes/prompts/FewShotPromptTemplate/FewShotPromptTemplate.ts b/packages/components/nodes/prompts/FewShotPromptTemplate/FewShotPromptTemplate.ts index a42a1d088..3bf305a48 100644 --- a/packages/components/nodes/prompts/FewShotPromptTemplate/FewShotPromptTemplate.ts +++ b/packages/components/nodes/prompts/FewShotPromptTemplate/FewShotPromptTemplate.ts @@ -86,7 +86,7 @@ class FewShotPromptTemplate_Prompts implements INode { const examplePrompt = nodeData.inputs?.examplePrompt as PromptTemplate const inputVariables = getInputVariables(suffix) - const examples: Example[] = JSON.parse(examplesStr.replace(/\s/g, '')) + const examples: Example[] = JSON.parse(examplesStr) try { const obj: FewShotPromptTemplateInput = { diff --git a/packages/components/nodes/prompts/PromptTemplate/PromptTemplate.ts b/packages/components/nodes/prompts/PromptTemplate/PromptTemplate.ts index f9c6c53e3..bd5740d85 100644 --- a/packages/components/nodes/prompts/PromptTemplate/PromptTemplate.ts +++ b/packages/components/nodes/prompts/PromptTemplate/PromptTemplate.ts @@ -45,7 +45,7 @@ class PromptTemplate_Prompts implements INode { let promptValues: ICommonObject = {} if (promptValuesStr) { - promptValues = JSON.parse(promptValuesStr.replace(/\s/g, '')) + promptValues = JSON.parse(promptValuesStr) } const inputVariables = getInputVariables(template) diff --git a/packages/components/src/utils.ts b/packages/components/src/utils.ts index eaf90fef1..e00f74e64 100644 --- a/packages/components/src/utils.ts +++ b/packages/components/src/utils.ts @@ -347,6 +347,40 @@ export const getEnvironmentVariable = (name: string): string | undefined => { } } +// reference https://www.freeformatter.com/json-escape.html +const jsonEscapeCharacters = [ + { escape: '"', value: 'FLOWISE_DOUBLE_QUOTE' }, + { escape: '\n', value: 'FLOWISE_NEWLINE' }, + { escape: '\b', value: 'FLOWISE_BACKSPACE' }, + { escape: '\f', value: 'FLOWISE_FORM_FEED' }, + { escape: '\r', value: 'FLOWISE_CARRIAGE_RETURN' }, + { escape: '\t', value: 'FLOWISE_TAB' }, + { escape: '\\', value: 'FLOWISE_BACKSLASH' } +] + +function handleEscapesJSONParse(input: string, reverse: Boolean): string { + for (const element of jsonEscapeCharacters) { + input = reverse ? input.replaceAll(element.value, element.escape) : input.replaceAll(element.escape, element.value) + } + return input +} + +function iterateEscapesJSONParse(input: any, reverse: Boolean): any { + for (const element in input) { + const type = typeof input[element] + if (type === 'string') input[element] = handleEscapesJSONParse(input[element], reverse) + else if (type === 'object') input[element] = iterateEscapesJSONParse(input[element], reverse) + } + return input +} + +export function handleEscapeCharacters(input: any, reverse: Boolean): any { + const type = typeof input + if (type === 'string') return handleEscapesJSONParse(input, reverse) + else if (type === 'object') return iterateEscapesJSONParse(input, reverse) + return input +} + /* * List of dependencies allowed to be import in vm2 */ diff --git a/packages/components/tsconfig.json b/packages/components/tsconfig.json index 2002d62f7..f4bdbd6ad 100644 --- a/packages/components/tsconfig.json +++ b/packages/components/tsconfig.json @@ -1,6 +1,6 @@ { "compilerOptions": { - "lib": ["ES2020"], + "lib": ["ES2020", "ES2021.String"], "experimentalDecorators": true /* Enable experimental support for TC39 stage 2 draft decorators. */, "emitDecoratorMetadata": true /* Emit design-type metadata for decorated declarations in source files. */, "target": "ES2020", // or higher diff --git a/packages/server/src/utils/index.ts b/packages/server/src/utils/index.ts index 8e743031b..4519a52ed 100644 --- a/packages/server/src/utils/index.ts +++ b/packages/server/src/utils/index.ts @@ -16,7 +16,7 @@ import { IOverrideConfig } from '../Interface' import { cloneDeep, get, omit, merge } from 'lodash' -import { ICommonObject, getInputVariables, IDatabaseEntity } from 'flowise-components' +import { ICommonObject, getInputVariables, IDatabaseEntity, handleEscapeCharacters } from 'flowise-components' import { scryptSync, randomBytes, timingSafeEqual } from 'crypto' import { ChatFlow } from '../entity/ChatFlow' import { ChatMessage } from '../entity/ChatMessage' @@ -325,8 +325,13 @@ export const getVariableValue = (paramValue: string, reactFlowNodes: IReactFlowN const variableEndIdx = startIdx const variableFullPath = returnVal.substring(variableStartIdx, variableEndIdx) + /** + * Apply string transformation to convert special chars: + * FROM: hello i am ben\n\n\thow are you? + * TO: hello i am benFLOWISE_NEWLINEFLOWISE_NEWLINEFLOWISE_TABhow are you? + */ if (isAcceptVariable && variableFullPath === QUESTION_VAR_PREFIX) { - variableDict[`{{${variableFullPath}}}`] = question + variableDict[`{{${variableFullPath}}}`] = handleEscapeCharacters(question, false) } // Split by first occurrence of '.' to get just nodeId From e561f1c30b7f2db0641aba9b08ed5f1dbbcf4d63 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Tue, 25 Jul 2023 18:23:47 +0900 Subject: [PATCH 52/57] add svg --- .../nodes/retrievers/HydeRetriever/hyderetriever.svg | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 packages/components/nodes/retrievers/HydeRetriever/hyderetriever.svg diff --git a/packages/components/nodes/retrievers/HydeRetriever/hyderetriever.svg b/packages/components/nodes/retrievers/HydeRetriever/hyderetriever.svg new file mode 100644 index 000000000..da3a9f207 --- /dev/null +++ b/packages/components/nodes/retrievers/HydeRetriever/hyderetriever.svg @@ -0,0 +1,9 @@ + + + + + + + + + \ No newline at end of file From 8fd9332224892699f6d12347fb5ef36071cda1a5 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Tue, 25 Jul 2023 18:24:10 +0900 Subject: [PATCH 53/57] add Hyde component.js --- .../components/nodes/retrievers/HydeRetriever/HydeRetriever.js | 0 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js diff --git a/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js new file mode 100644 index 000000000..e69de29bb From 0ffdea771c4893138f5c19629e1fc1e1054a3714 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Tue, 25 Jul 2023 18:27:41 +0900 Subject: [PATCH 54/57] Add HydeRetriever node class for retrieving from a vector store --- .../retrievers/HydeRetriever/HydeRetriever.js | 0 .../retrievers/HydeRetriever/HydeRetriever.ts | 114 ++++++++++++++++++ packages/components/src/Interface.ts | 10 ++ 3 files changed, 124 insertions(+) delete mode 100644 packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js create mode 100644 packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts diff --git a/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.js deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts new file mode 100644 index 000000000..058f98861 --- /dev/null +++ b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts @@ -0,0 +1,114 @@ +import { VectorStore } from 'langchain/vectorstores/base' +import { INode, INodeData, INodeParams, HyDERetrieverInput } from '../../../src/Interface' +import { HydeRetriever } from 'langchain/retrievers/hyde' +import { BaseLanguageModel } from 'langchain/base_language' +import { Embeddings } from 'langchain/embeddings/base' + +class HydeRetriever_Retrievers implements INode { + label: string + name: string + description: string + type: string + icon: string + category: string + baseClasses: string[] + inputs: INodeParams[] + + constructor() { + this.label = 'Hyde Retriever' + this.name = 'HydeRetriever' + this.type = 'HydeRetriever' + this.icon = 'hyderetriever.svg' + this.category = 'Retrievers' + this.description = 'Use HyDE retriever to retrieve from a vector store' + this.baseClasses = [this.type, 'BaseRetriever'] + this.inputs = [ + { + label: 'Language Model', + name: 'model', + type: 'BaseLanguageModel' + }, + { + label: 'Vector Store', + name: 'vectorStore', + type: 'VectorStore' + }, + { + label: 'Embeddings', + name: 'embeddings', + type: 'Embeddings' + }, + { + label: 'Prompt Key', + name: 'promptKey', + type: 'options', + options: [ + { + label: 'websearch', + name: 'websearch' + }, + { + label: 'scifact', + name: 'scifact' + }, + { + label: 'arguana', + name: 'arguana' + }, + { + label: 'trec-covid', + name: 'trec-covid' + }, + { + label: 'fiqa', + name: 'fiqa' + }, + { + label: 'dbpedia-entity', + name: 'dbpedia-entity' + }, + { + label: 'trec-news', + name: 'trec-news' + }, + { + label: 'mr-tydi', + name: 'mr-tydi' + } + ], + default: 'websearch' + }, + { + label: 'Top K', + name: 'topK', + description: 'Number of top results to fetch. Default to 4', + placeholder: '4', + type: 'number', + default: 4, + additionalParams: true, + optional: true + } + ] + } + + async init(nodeData: INodeData): Promise { + const llm = nodeData.inputs?.model as BaseLanguageModel + const vectorStore = nodeData.inputs?.vectorStore as VectorStore + const embeddings = nodeData.inputs?.embeddings as Embeddings + const promptKey = nodeData.inputs?.promptKey as string + const topK = nodeData.inputs?.topK as number + + const obj = { + llm, + vectorStore, + embeddings, + promptKey, + topK + } as HyDERetrieverInput + + const retriever = new HydeRetriever(obj) + return retriever + } +} + +module.exports = { nodeClass: HydeRetriever_Retrievers } diff --git a/packages/components/src/Interface.ts b/packages/components/src/Interface.ts index 47b5aba29..17c80aea9 100644 --- a/packages/components/src/Interface.ts +++ b/packages/components/src/Interface.ts @@ -119,6 +119,8 @@ export interface IMessage { import { PromptTemplate as LangchainPromptTemplate, PromptTemplateInput } from 'langchain/prompts' import { VectorStore } from 'langchain/vectorstores/base' +import { BaseLanguageModel } from 'langchain/base_language' +import { Embeddings } from 'langchain/embeddings/base' export class PromptTemplate extends LangchainPromptTemplate { promptValues: ICommonObject @@ -166,3 +168,11 @@ export class VectorStoreRetriever { this.vectorStore = fields.vectorStore } } + +export interface HyDERetrieverInput { + llm: BaseLanguageModel + vectorStore: VectorStore + embeddings: Embeddings + promptKey: string + topK: number +} \ No newline at end of file From 0f6c700e583005087a920148b53af91532dd6a54 Mon Sep 17 00:00:00 2001 From: Yongtae Date: Tue, 25 Jul 2023 19:19:25 +0900 Subject: [PATCH 55/57] fix lint --- packages/components/src/Interface.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/components/src/Interface.ts b/packages/components/src/Interface.ts index 17c80aea9..942754ca6 100644 --- a/packages/components/src/Interface.ts +++ b/packages/components/src/Interface.ts @@ -175,4 +175,4 @@ export interface HyDERetrieverInput { embeddings: Embeddings promptKey: string topK: number -} \ No newline at end of file +} From b567e39f3eae37d963292d5014f8852138022145 Mon Sep 17 00:00:00 2001 From: Henry Heng Date: Tue, 25 Jul 2023 15:44:05 +0100 Subject: [PATCH 56/57] Update HydeRetriever.ts Add custom prompt --- .../retrievers/HydeRetriever/HydeRetriever.ts | 39 +++++++++++-------- 1 file changed, 23 insertions(+), 16 deletions(-) diff --git a/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts index 058f98861..a90f98704 100644 --- a/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts +++ b/packages/components/nodes/retrievers/HydeRetriever/HydeRetriever.ts @@ -1,8 +1,8 @@ import { VectorStore } from 'langchain/vectorstores/base' -import { INode, INodeData, INodeParams, HyDERetrieverInput } from '../../../src/Interface' -import { HydeRetriever } from 'langchain/retrievers/hyde' +import { INode, INodeData, INodeParams } from '../../../src/Interface' +import { HydeRetriever, HydeRetrieverOptions, PromptKey } from 'langchain/retrievers/hyde' import { BaseLanguageModel } from 'langchain/base_language' -import { Embeddings } from 'langchain/embeddings/base' +import { PromptTemplate } from 'langchain/prompts' class HydeRetriever_Retrievers implements INode { label: string @@ -33,11 +33,6 @@ class HydeRetriever_Retrievers implements INode { name: 'vectorStore', type: 'VectorStore' }, - { - label: 'Embeddings', - name: 'embeddings', - type: 'Embeddings' - }, { label: 'Prompt Key', name: 'promptKey', @@ -78,6 +73,16 @@ class HydeRetriever_Retrievers implements INode { ], default: 'websearch' }, + { + label: 'Custom Prompt', + name: 'customPrompt', + description: 'If custom prompt is used, this will override Prompt Key', + placeholder: 'Please write a passage to answer the question\nQuestion: {question}\nPassage:', + type: 'string', + rows: 4, + additionalParams: true, + optional: true + }, { label: 'Top K', name: 'topK', @@ -94,17 +99,19 @@ class HydeRetriever_Retrievers implements INode { async init(nodeData: INodeData): Promise { const llm = nodeData.inputs?.model as BaseLanguageModel const vectorStore = nodeData.inputs?.vectorStore as VectorStore - const embeddings = nodeData.inputs?.embeddings as Embeddings - const promptKey = nodeData.inputs?.promptKey as string - const topK = nodeData.inputs?.topK as number + const promptKey = nodeData.inputs?.promptKey as PromptKey + const customPrompt = nodeData.inputs?.customPrompt as string + const topK = nodeData.inputs?.topK as string + const k = topK ? parseInt(topK, 10) : 4 - const obj = { + const obj: HydeRetrieverOptions = { llm, vectorStore, - embeddings, - promptKey, - topK - } as HyDERetrieverInput + k + } + + if (customPrompt) obj.promptTemplate = PromptTemplate.fromTemplate(customPrompt) + else if (promptKey) obj.promptTemplate = promptKey const retriever = new HydeRetriever(obj) return retriever From 63d896599ee1647bfc87de49e88691abe8139cc2 Mon Sep 17 00:00:00 2001 From: Henry Heng Date: Tue, 25 Jul 2023 15:45:06 +0100 Subject: [PATCH 57/57] Update Interface.ts --- packages/components/src/Interface.ts | 10 ---------- 1 file changed, 10 deletions(-) diff --git a/packages/components/src/Interface.ts b/packages/components/src/Interface.ts index 942754ca6..47b5aba29 100644 --- a/packages/components/src/Interface.ts +++ b/packages/components/src/Interface.ts @@ -119,8 +119,6 @@ export interface IMessage { import { PromptTemplate as LangchainPromptTemplate, PromptTemplateInput } from 'langchain/prompts' import { VectorStore } from 'langchain/vectorstores/base' -import { BaseLanguageModel } from 'langchain/base_language' -import { Embeddings } from 'langchain/embeddings/base' export class PromptTemplate extends LangchainPromptTemplate { promptValues: ICommonObject @@ -168,11 +166,3 @@ export class VectorStoreRetriever { this.vectorStore = fields.vectorStore } } - -export interface HyDERetrieverInput { - llm: BaseLanguageModel - vectorStore: VectorStore - embeddings: Embeddings - promptKey: string - topK: number -}