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| title: The DETERMINATOR | |
| 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 | |
| - deep-research | |
| - biomedical-ai | |
| - pydantic-ai | |
| - llamaindex | |
| - modal | |
| > [!IMPORTANT] | |
| > **You are reading the Gradio Demo README!** | |
| > | |
| > - 📚 **Documentation**: See our [technical documentation](deepcritical.github.io/GradioDemo/) for detailed information | |
| > - 📖 **Complete README**: Check out the [full README](.github/README.md) for setup, configuration, and contribution guidelines | |
| > - 🏆 **Hackathon Submission**: Keep reading below for more information about our MCP Hackathon submission | |
| <div align="center"> | |
| [](https://github.com/DeepCritical/GradioDemo) | |
| [](deepcritical.github.io/GradioDemo/) | |
| [](https://huggingface.co/spaces/DataQuests/DeepCritical) | |
| [](https://codecov.io/gh/DeepCritical/GradioDemo) | |
| [](https://discord.gg/qdfnvSPcqP) | |
| </div> | |
| # The DETERMINATOR | |
| ## About | |
| The DETERMINATOR is a powerful generalist deep research agent system that stops at nothing until finding precise answers to complex questions. It uses iterative search-and-judge loops to comprehensively investigate any research question from any domain. | |
| **Key Features**: | |
| - **Generalist**: Handles queries from any domain (medical, technical, business, scientific, etc.) | |
| - **Automatic Medical Detection**: Automatically determines if medical knowledge sources (PubMed, ClinicalTrials.gov) are needed | |
| - **Multi-Source Search**: Web search, PubMed, ClinicalTrials.gov, Europe PMC, RAG | |
| - **Stops at Nothing**: Only stops at configured limits (budget, time, iterations), otherwise continues until finding precise answers | |
| - **Evidence Synthesis**: Comprehensive reports with proper citations | |
| **Important**: The DETERMINATOR is a research tool that synthesizes evidence. It cannot provide medical advice or answer medical questions directly. | |
| 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 : | |
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| ## Important information | |
| - **[readme](.github\README.md)**: configure, deploy , contribute and learn more here. | |
| - **[docs](deepcritical.github.io/GradioDemo/)**: want to know how all this works ? read our detailed technical documentation here. | |
| - **[demo](https://huggingface/spaces/DataQuests/DeepCritical)**: 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 The DETERMINATOR Deep Research Demo | |
| - [] Create Deep Critical Literal Review | |
| - [] Create Deep Critical Hypothesis Generator | |
| - [] Create PyPi Package | |
| ## Completed | |
| - [x] **Multi-Source Search**: PubMed, ClinicalTrials.gov, bioRxiv/medRxiv | |
| - [x] **MCP Integration**: Use our tools from Claude Desktop or any MCP client | |
| - [x] **HuggingFace OAuth**: Sign in with HuggingFace | |
| - [x] **Modal Sandbox**: Secure execution of AI-generated statistical code | |
| - [x] **LlamaIndex RAG**: Semantic search and evidence synthesis | |
| - [x] **HuggingfaceInference**: | |
| - [x] **HuggingfaceMCP Custom Config To Use Community Tools**: | |
| - [x] **Strongly Typed Composable Graphs**: | |
| - [x] **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 | |
| [](https://github.com/DeepCritical/GradioDemo) | |
| [](deepcritical.github.io/GradioDemo/) | |
| [](https://huggingface.co/spaces/DataQuests/DeepCritical) | |
| [](https://codecov.io/gh/DeepCritical/GradioDemo) | |
| [](https://discord.gg/qdfnvSPcqP) |