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        <title>Flowise AI Tutorial #4 - Vector Store Injest &amp; Query (incl. Pinecone)</title>
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        <description>#flowise #langchain #autogpt #openai Create a production-ready document chatbot using Flowise and Pinecone. We will create two chatflows.  One for uploading documentation and data sources to a Pinecone database, and a second for querying the database. ☕ Buy me a coffee: https://www.buymeacoffee.com/leonvanzyl USEFUL LINKS: OpenAI: https://platform.openai.com LangChain Documentation: https://langchain.com Pinecone: https://www.pinecone.io Chat with Like Minded Individuals on Discord: https://discord.gg/VwHZzbNawh TIMESTAMPS: 00:00 - Intro 00:51 - Limitations of previous chatbot 01:54 - Building a production ready document chatbot 03:19 - Setting up Pinecone 04:12 - Creating the Ingest Upsert Chatflow 08:18 - Creating the Doc QA Chatflow 11:39 - Outro</description>
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