This project leverages CrewAI to build an Agentic RAG that can search through your docs and fallbacks to web search incase it don't find the answer in the docs, have option to use either of deep-seek-r1 or llama 3.2 that runs locally. More details un Running the app section below!
Before that make sure you Grab your FireCrawl API keys to seach web.
Get API Keys:
Get API Keys:
Install Dependencies: Ensure you have Python 3.11 or later installed.
pip install crewai crewai-tools chonkie[semantic] markitdown qdrant-client fastembedRunning the app:
To use deep-seek-rq use command streamlit run app_deep_seek.py, for llama 3.2 use command streamlit run app_llama3.2.py
Get a FREE Data Science eBook 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. Subscribe now!
Contributions are welcome! Please fork the repository and submit a pull request with your improvements.