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ResearchMind

A Streamlit multi-agent research app that searches the web, scrapes pages, drafts a report, and critiques the result.

Run locally

cd C:\Users\Sandeep Kumar\OneDrive\Desktop\MULTI_AGENT_SYSTEM
.\.venv\Scripts\python.exe -m streamlit run app.py

Deploy on Streamlit Community Cloud

Push this repo to GitHub.
Open Streamlit Community Cloud.
Create a new app.
Set:
- Repository: your repo
- Branch: main
- Main file: app.py
- Python version: 3.11
Add secrets:
- OPENAI_API_KEY
- TAVILY_API_KEY

Required environment variables

OPENAI_API_KEY
TAVILY_API_KEY

Notes

Do not commit the virtual environment folder.
Use Streamlit secrets or deployment environment variables for production credentials.