Retrieve Relevant Content from Collections

Ask your AI assistant to work with Needle: retrieve Relevant Content from Collections.

What to Ask Leina to Do with Needle

Copy a prompt, add your details, and send it to Leina in your connected team chat.

Search a specific collection for relevant content.

Search Needle collection [collection ID] for [question], then summarize the retrieved evidence and distinguish it from inference.

Read collection statistics and attached file records.

Read statistics and files for Needle collection [collection ID] and summarize the returned indexing status.

Get Started with Needle

  1. Connect Your Account

    Connect using your Needle API Key.

  2. Try a Task

    Tell Leina what you need in your team chat. Include the source, destination, and expected result.

    Set Up Leina in Your Chat →
  3. Check the Result

    Review the result and any changes in the connected app.

Supported Needle Capabilities

Needle lets an AI assistant import URL-backed files into collections and retrieve relevant indexed content.

Retrieve evidence for a question

Search a specific collection for relevant content.

Inspect indexing progress

Read collection statistics and attached file records.

View All 7 Actions
  • List Collections
  • Create Collection
  • Get Collection
  • Get Collection Stats
  • List Collection Files
  • Add Files To Collection
  • Search Collection

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Frequently Asked Questions

Does search return complete files?

search_collection returns relevant retrieved content; do not treat snippets as a complete file export.

How are files imported?

add_files_to_collection imports URL-backed files into a specified collection for indexing.

Is an imported file immediately searchable?

Indexing can have a separate processing state. Inspect collection statistics and file records before relying on retrieval.

Your AI employee for Needle

Tell Leina what you need in your team chat. Include the source, destination, and expected result.