Local Retrieval Augmented Generation (RAG)

Tools

• Ollama
• LangChain
• Qdrant
• Sentence Transformers

Pre-requisites

• Docker

Setup

1. Clone the repository

git clone https://github.com/taufiqdp/rag.git
cd rag

2. Configure the configuration file

Rename config.example.yaml to config.yaml and configure the file according to your needs.

3. Build and start the docker container

docker compose up -d --build

4. Access the application

The application should now be running on http://localhost:8501