README.md

metadata

title: Critical Deep Resarch
emoji: 🐉
colorFrom: red
colorTo: yellow
sdk: gradio
sdk_version: 6.0.1
python_version: '3.11'
app_file: src/app.py
hf_oauth: true
hf_oauth_expiration_minutes: 480
hf_oauth_scopes:
  - inference-api
pinned: true
license: mit
tags:
  - mcp-in-action-track-enterprise
  - mcp-hackathon
  - drug-repurposing
  - biomedical-ai
  - pydantic-ai
  - llamaindex
  - modal

You are reading the Gradio Demo README!

• 📚 Documentation: See our technical documentation for detailed information
• 📖 Complete README: Check out the full README for setup, configuration, and contribution guidelines
• 🏆 Hackathon Submission: Keep reading below for more information about our MCP Hackathon submission

DeepCritical

About

The [Deep Critical Gradio Hackathon Team](### Team) met online in the Alzheimer's Critical Literature Review Group in the Hugging Science initiative. We're building the agent framework we want to use for ai assisted research to turn the vast amounts of clinical data into cures.

For this hackathon we're proposing a simple yet powerful Deep Research Agent that iteratively looks for the answer until it finds it using general purpose websearch and special purpose retrievers for technical retrievers.

Deep Critical In the Medial

• Social Medial Posts about Deep Critical :

Important information

• readme: configure, deploy , contribute and learn more here.
• [docs]: want to know how all this works ? read our detailed technical documentation here.
• demo: Try our demo on huggingface
• [team](### Team): Join us , or follow us !
• [video]: See our demo video

Future Developments

• [] Apply Deep Research Systems To Generate Short Form Video (up to 5 minutes)
• [] Visualize Pydantic Graphs as Loading Screens in the UI
• [] Improve Data Science with more Complex Graph Agents
• [] Create Deep Critical Drug Reporposing / Discovery Demo
• [] Create Deep Critical Literal Review
• [] Create Deep Critical Hypothesis Generator

Completed

• [] Multi-Source Search: PubMed, ClinicalTrials.gov, bioRxiv/medRxiv
• [] MCP Integration: Use our tools from Claude Desktop or any MCP client
• [] HuggingFace OAuth: Sign in with HuggingFace
• [] Modal Sandbox: Secure execution of AI-generated statistical code
• [] LlamaIndex RAG: Semantic search and evidence synthesis
• [] HuggingfaceInference:
• [] HuggingfaceMCP Custom Config To Use Community Tools:
• [] Strongly Typed Composable Graphs:
• [] Specialized Research Teams of Agents:

Team

• ZJ
• MarioAderman
• Josephrp

Acknowledgements

• McSwaggins
• Magentic
• Huggingface
• Gradio
• DeepCritical
• Sponsors
• Microsoft
• Pydantic
• Llama-index
• Anthhropic/MCP
• List of Tools Makers

Links