RAG with Ollama

RAG (Retrieval Augmented Generation) implementation using LangChain and Ollama.

Requirements

1. Download Ollama from the official download page
2. Install Ollama
3. Open a terminal and type ollama pull llama3

At this point, Ollama should be ready for use. To verify that everything has been set up correctly, you can:

1. Open the web page http://localhost:11434/, which should display Ollama is running
2. Execute the command ollama list in the terminal, which should return the llama3:latest record

Setup & Run

1. Ensure Ollama is up and running
2. Run npm ci
3. Run npm run start

Note: As implemented, the AI-generated text in this example is non-deterministic; therefore, it is possible that the responses you receive may differ from those obtained by others. That said, if implemented well, the RAG algorithm should still consistently demonstrate the difference between a response generated without specific knowledge of the context and one with context-awareness.