Agentic RAG Implementation

Building reliable Retrieval Augmented Generation(RAG) AI Architecture

Make sure you have Python 3.10.9 or higher and pip 24.0 or higher installed. Install dependencies with:

pip install requirements.txt

Configuring environment.

1. Create free-tier accounts from Firecrawl & Tavily AI
2. Create .env under Agentic-RAG folder and populate folder in this manner:

FIRECRAWL_API_KEY=XXX
TAVILY_API_KEY=XXX

3. Download ollama and download llama3 model by running the following in command prompt:

ollama run llama3
~Should take about 30mins unless your laptop trash af 

Once it's done start up by running this command in the terminal:

python main.py