Skip to content

This repository demonstrates how to implement Retrieval-Augmented Generation (RAG) using LangChain and Ollama, alongside structured text extraction from images using OCR-free and OCR-based approaches. The project leverages Llama3 models for local inference.

Notifications You must be signed in to change notification settings

junyuan-fang/RAG

Repository files navigation

RAG Implementation with LangChain and Ollama

This repository demonstrates how to implement Retrieval-Augmented Generation (RAG) using LangChain and Ollama, alongside structured text extraction from images using OCR-free and OCR-based approaches. The project leverages Llama3 models for local inference.

About

This repository demonstrates how to implement Retrieval-Augmented Generation (RAG) using LangChain and Ollama, alongside structured text extraction from images using OCR-free and OCR-based approaches. The project leverages Llama3 models for local inference.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published