🔬 Chat with PDF docs using AI (quoting sources)
⚡ 116,126 views · 🔬 Document Extraction & Analysis
Description
This workflow allows you to ask questions about a PDF document. The answers are provided by an AI model of your choice, and the answer includes a citation pointing to the information it used.
You can use n8n’s built-in chat interface to ask the questions, or you could customise this workflow to use another one (e.g. Slack, Teams, etc.)
Example
The workflow is set up with the Bitcoin whitepaper. So you could ask things like:
Question: “Which email provider does the creator of Bitcoin use?“ Answer: “GMX [Bitcoin whitepaper.pdf, lines 1-35]”
Requirements
- A Pinecone account (they have a free tier at the time of writing that is easily enough for this workflow)
- Access to a large language model (e.g. an OpenAI account)
Customizing this workflow
The workflow only reads in one document, but you could customise it to read in all the documents in a folder (or more).
The workflow is set up to use GPT 3.5, but you could swap that out for any other model (including self-hosted ones).
🔗 Nodes Used
Google Drive, Basic LLM Chain, Embeddings OpenAI, OpenAI Chat Model, Structured Output Parser, Recursive Character Text Splitter
📥 Import
Download workflow.json and import into n8n:
Workflow menu → Import from File