README.md

metadata

title: deep_research
app_file: deep_research.py
sdk: gradio
sdk_version: 5.34.2

🧠 Deep Research Agent (Modular)

This project is a modular and extended version of the deep research agent. Instead of running the entire research process in a single step, this system breaks it down into reusable tool-like stages, orchestrated by a central Research Manager Agent. This creates a more natural and interactive experience, similar to tools like ChatGPT.

---

🚀 What's different

• Each research stage is implemented as a standalone tool.
• Generates clarifying questions.
• A manager agent controls the flow and selects tools dynamically.
• Enables a more conversational research experience.
• Rather than hardcoding the user's email address in the script, the agent dynamically prompts the user for their address and uses SendGrid to send the report to that input

---

🛠️ Usage

• Just make sure you've defined the environment variables listed in the .env.example file.
• If you want to send emails to any address, you need to have a verified domain in SendGrid and use an email address from that domain in the SENDGRID_SENDER_EMAIL variable. Otherwise, you can use your verified single sender email address, but you may encounter issues when sending emails to recipients other than the sender address.