mirror of https://github.com/hwchase17/langchain
Adding shared chromaDB client option (#2886)
This pull request addresses the need to share a single `chromadb.Client` instance across multiple instances of the `Chroma` class. By implementing a shared client, we can maintain consistency and reduce resource usage when multiple instances of the `Chroma` classes are created. This is especially relevant in a web app, where having multiple `Chroma` instances with a `persist_directory` leads to these clients not being synced. This PR implements this option while keeping the rest of the architecture unchanged. **Changes:** 1. Add a client attribute to the `Chroma` class to store the shared `chromadb.Client` instance. 2. Modify the `from_documents` method to accept an optional client parameter. 3. Update the `from_documents` method to use the shared client if provided or create a new client if not provided. Let me know if anything needs to be modified - thanks again for your work on this incredible repopull/2807/head^2
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