diff --git a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/HuggingFaceInferenceEmbedding.ts b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/HuggingFaceInferenceEmbedding.ts
index d77d623f4..ab787430f 100644
--- a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/HuggingFaceInferenceEmbedding.ts
+++ b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/HuggingFaceInferenceEmbedding.ts
@@ -1,6 +1,6 @@
 import { INode, INodeData, INodeParams } from '../../../src/Interface'
 import { getBaseClasses } from '../../../src/utils'
-import { HuggingFaceInferenceEmbeddings, HuggingFaceInferenceEmbeddingsParams } from './core'
+import { HuggingFaceInferenceEmbeddings, HuggingFaceInferenceEmbeddingsParams } from '@langchain/community/dist/embeddings/hf.cjs'
 
 class HuggingFaceInferenceEmbedding_Embeddings implements INode {
     label: string
@@ -53,7 +53,7 @@ class HuggingFaceInferenceEmbedding_Embeddings implements INode {
         }
 
         if (modelName) obj.model = modelName
-        if (endpoint) obj.endpoint = endpoint
+        if (endpoint) obj.endpointUrl = endpoint
 
         const model = new HuggingFaceInferenceEmbeddings(obj)
         return model
diff --git a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts.backup
similarity index 95%
rename from packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts
rename to packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts.backup
index c75658d45..49e6efa43 100644
--- a/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts
+++ b/packages/components/nodes/embeddings/HuggingFaceInferenceEmbedding/core.ts.backup
@@ -1,5 +1,5 @@
 import { HfInference } from '@huggingface/inference'
-import { Embeddings, EmbeddingsParams } from 'langchain/embeddings/base'
+import { Embeddings, EmbeddingsParams } from '@langchain/core/embeddings'
 import { getEnvironmentVariable } from '../../../src/utils'
 
 export interface HuggingFaceInferenceEmbeddingsParams extends EmbeddingsParams {
diff --git a/packages/components/package.json b/packages/components/package.json
index 14bd20700..6df63f918 100644
--- a/packages/components/package.json
+++ b/packages/components/package.json
@@ -19,7 +19,11 @@
         "@aws-sdk/client-dynamodb": "^3.360.0",
         "@dqbd/tiktoken": "^1.0.7",
         "@getzep/zep-js": "^0.4.1",
-        "@huggingface/inference": "^2.6.1",
+        "@huggingface/inference": "^4.0.5",
+        "@langchain/community": "^0.3.56",
+        "@langchain/core": "^0.3.78",
+        "@langchain/community": "^0.3.56",
+        "@langchain/core": "^0.3.78",
         "@opensearch-project/opensearch": "^1.2.0",
         "@pinecone-database/pinecone": "^0.0.12",
         "@qdrant/js-client-rest": "^1.2.2",
@@ -37,10 +41,11 @@
         "form-data": "^4.0.0",
         "graphql": "^16.6.0",
         "html-to-text": "^9.0.5",
-        "langchain": "^0.0.112",
+        "langchain": "^0.3.34",
         "linkifyjs": "^4.1.1",
         "mammoth": "^1.5.1",
         "moment": "^2.29.3",
+        "mysql2": "^3.5.1",
         "node-fetch": "^2.6.11",
         "node-html-markdown": "^1.3.0",
         "pdf-parse": "^1.1.1",
@@ -52,8 +57,7 @@
         "srt-parser-2": "^1.2.3",
         "vm2": "^3.9.19",
         "weaviate-ts-client": "^1.1.0",
-        "ws": "^8.9.0",
-        "mysql2": "^3.5.1"
+        "ws": "^8.9.0"
     },
     "devDependencies": {
         "@types/gulp": "4.0.9",