keys needs to be mention inside the .env POLYGON_API_KEY GOOGLE_API_KEY TAVILY_API_KEY GROQ_API_KEY PINECONE_API_KEY for running the fastapi endpoint uvicorn main:app --host 0.0.0.0 --port 8000 --reload for running the streamlit ui streamlit run streamlit_ui.py for installing the requirements pip install -r requirements.txt for creating the env conda create -p env python=3.10 -y for activate the env through cmd conda activate <env_path> for activate the env through git-bash source activate ./env Next step mention logger and exception capture the logging and exception messages if possible run the langgraph workflow in ipynb and test the real time data fetching tool deploy it sit on it either thu or friday