Build a Company Policy Chatbot Using RAG, Pinecone, and OpenAI
Create a chatbot that answers company policy questions by integrating n8n with Pinecone and OpenAI for context-aware responses.
This workflow automates the creation of a chatbot that leverages Retrieval-Augmented Generation (RAG) to provide precise answers to company policy queries. It involves two main processes: loading company policy documents into a Pinecone vector database and retrieving relevant information to answer user queries using OpenAI's language models. The workflow ensures that new policy documents uploaded to Google Drive are automatically processed, embedded, and indexed in Pinecone, making them readily available for semantic search. Employees can then interact with the chatbot to receive accurate, document-backed answers to their policy-related questions.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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