Result: By the end of this guide you will have a production-ready chatbot that pulls the most relevant passages from your internal SOP (Standard Operating Procedure) documents, runs them through OpenAI's GPT-4, and returns precise, citation-ready answers. The whole pipeline lives in a Docker-com...

Source: [Dev.to](https://dev.to/samchenreviews/how-to-build-rag-chatbot-with-pinecone-a-full-stack-walkthrough-emb)

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