You can retrieve the context snippets that Pinecone Assistant uses to generate its responses. This data includes relevant chunks, relevancy scores, and references.

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Use cases

Retrieving context snippets is useful for performing tasks like the following:
  • Understanding what relevant data snippets Pinecone Assistant is providing to the LLM for chat generation.
  • Using the retrieved snippets with your own LLM.
  • Using the retrieved snippets with your own RAG application or agentic workflow.

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SDK support

The Pinecone Python SDK and Node.js SDK provide convenient programmatic access to retrieve context snippets.

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Pricing

Context retrieval usage is measured in tokens, similar to Pinecone Assistant. See Pricing for up-to-date pricing information.
Pricing updates specific to context retrieval will be made as the feature becomes generally available.