Needle
Needle provides retrieval-augmented generation (RAG) tools that enable semantic search across your data, facilitating the development of AI agents and applications.
In development
Cataloged and scoped, not yet available to run in production.
- 16
- actions
Integrations
View provider documentationActions
Operations this integration can perform.
Add files to a collection
Tool to add files to a collection by providing file URLs. Use when you need to add one or more files to an existing collection. URLs can be public or private (generated via the Files API).
Add Files to Local Connector
Tool to add files to a local connector by providing file metadata. Use when you need to add external files to a connector using their URLs.
Create Collection
Tool to create a new collection. Use after confirming the collection name.
Create Local Connector
Tool to create a local connector that monitors specified folders on a device. Use when setting up file indexing from a local machine into Needle collections.
Delete files from a collection
Tool to delete files from a specific collection by providing file IDs. Use after confirming valid file IDs to remove from the collection.
Delete files from local connector
Tool to delete files from a local connector by filename or file IDs. Use when you need to remove files from a connector's local storage.
Get Collection
Tool to retrieve details for a specific collection by its ID. Use when you need to get collection metadata including name, creation date, and search query count.
Get collection stats
Tool to retrieve statistics for a specific collection by its ID. Use when you need document count, index size, and timestamps after confirming the collection exists. Zero document count is a valid response for empty collections, not an error.
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