ai-agent

Local_Pdf_Chat_RAG: Smarter QA

Name: Local_Pdf_Chat_RAG: Smarter QA
Author: weiwill88

Get retrieval-augmented generation with Local_Pdf_Chat_RAG, ideal for founders new to NLP and QA tools

946 stars179 forksPythonGuide quality 8/10Updated 8/16/2026100% free · open source

What it does

Local_Pdf_Chat_RAG generates human-like text based on the content of local PDF files using retrieval-augmented generation, ideal for founders new to NLP and QA tools

When to use it

•You need to generate text based on a large corpus of local PDF files
•You want to build a QA system that can retrieve information from local PDF files
•You are looking for a simple, pure Python implementation of a RAG framework

Ready-to-paste prompt

Run `python app.py -p 'What is the main topic of the PDF file called example.pdf?'` to generate a response based on the content of the `example.pdf` file

Heads up: Make sure you have the required dependencies, including FAISS and BM25, installed and configured correctly, as specified in the README

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/local-pdf-chat-rag && curl -fsSL https://workflowstacks.com/api/skills/local-pdf-chat-rag/claude-skill -o ~/.claude/skills/local-pdf-chat-rag/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/local-pdf-chat-rag && curl -fsSL https://workflowstacks.com/api/skills/local-pdf-chat-rag/claude-skill -o ~/.claude/skills/local-pdf-chat-rag/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

weiwill88

Language

Python