Changelog

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December 3, 2024

  1. New xAI and Inflection AI models: You can now set Assistant.model to use XAI (e.g., model grok-beta) or Inflection AI (e.g., model inflection_3_pi) by specifying these providers in your assistant configuration. Specify these providers in assistant.model, call.squad.members.assistant.model, or call.squad.members.assistantOverrides.model.

  2. Integrate Existing Trieve Vector Stores in Your Knowledge Base: When you create a knowledge base with POST /knowledge-base, you can now specify vectorStoreProviderId to use an existing vector store from your Trieve account.

  3. Create Vector Stores with Uploaded Files: You can first upload files using the POST /files endpoint, and then use the fileIds to specify the IDs of previously uploaded files to create a new Trieve vector store. You can customize how your files are ingested, chunked, then rebalanced to ensure correct knowledge is served by your assistant:

  • Split delimiters: Specify splitDelimiters to control how files are split before chunking (default is [.!?\n]).
  • Splits per chunk: Set targetSplitsPerChunk to specify the desired number of splits per chunk when creating a vector store (default is 20 splits per chunk).
  • Chunk rebalancing: Set rebalanceChunks to true to evenly distribute remainder splits across chunks when creating a vector store to ensure balanced chunk sizes; for example, 66 splits with targetSplitsPerChunk of 20 will result in 3 chunks with 22 splits each.
  1. Customize Search Heuristics: You can filter or remove search results from your knowledge base:
  • Filter by Score threshold: Set scoreThreshold to filter out chunks during searches based on their score. For cosine similarity, chunks below the threshold are filtered out; for other distance metrics, chunks above the threshold are filtered.
  • Remove stop words: Set removeStopWords to true to remove stop words during searches. The stop words list is specified in server/src/stop-words.txt, and queries that are entirely stop words will still be preserved.
  1. Updated Analytics Endpoint: The /analytics endpoint has changed—use GET /analytics to retrieve analytics data instead of POST /analytics.