- Introduced a new `doc_id` column in MySQL, Postgres, and SQLite record managers to support document identification. - Updated the `update` method to handle both string and object formats for keys, allowing for better flexibility in document updates. - Enhanced `listKeys` method to filter by `doc_id` when provided in options. - Updated vector store integrations to utilize the new `doc_id` filtering capability |
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|---|---|---|
| .. | ||
| agentflow | ||
| agents | ||
| analytic | ||
| cache | ||
| chains | ||
| chatmodels | ||
| documentloaders | ||
| embeddings | ||
| engine | ||
| graphs/Neo4j | ||
| llms | ||
| memory | ||
| moderation | ||
| multiagents | ||
| outputparsers | ||
| prompts | ||
| recordmanager | ||
| responsesynthesizer | ||
| retrievers | ||
| sequentialagents | ||
| speechtotext/assemblyai | ||
| textsplitters | ||
| tools | ||
| utilities | ||
| vectorstores | ||