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Added Custom Retreival agent utilizing Pinecone #28850

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"cookbook: Custom Retrieval Agent Using Pinecone DB"

Added a guide for setting up an agent tool to query datasets.

  • @haseebreyli

  • Dependencies:

    • datasets
    • pandas
    • sentence_transformers
    • pinecone-client

@dosubot dosubot bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Dec 20, 2024
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@dosubot dosubot bot added Ɑ: retriever Related to retriever module 🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder labels Dec 20, 2024
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Thanks for this. It's not clear to me what this cookbook is adding over the existing RAG/agent tutorial, which allows you to select a chat model / embedding / vector store.

This is also using some older abstractions, including LLMChain, RetrievalQA, ConversationBufferWindowMemory, and AgentExecutor. See more information and migration guides below:

@ccurme ccurme closed this Dec 20, 2024
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🤖:docs Changes to documentation and examples, like .md, .rst, .ipynb files. Changes to the docs/ folder Ɑ: retriever Related to retriever module size:L This PR changes 100-499 lines, ignoring generated files.
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