Welcome to the DocGPT repository! 🏥
DocGPT (Doctor GPT) is an innovative medical diagnosis system that integrates advanced technologies to revolutionize medical image analysis and diagnostic reporting. This system combines Vision Transformer (ViT) based deep learning models with LangChain agents to provide comprehensive medical insights. Leveraging the power of PyTorch for deep learning and Groq's LLM for generating human-like medical reports, DocGPT stands at the forefront of intelligent healthcare solutions.
🔬 Advanced Medical Image Processing: Utilizing Vision Transformer models for accurate medical image analysis.
💡 LangChain Agents: Incorporating LangChain agents for detailed diagnostic reports with human-like insights.
🧠 Deep Learning with PyTorch: Harnessing the capabilities of PyTorch for cutting-edge deep learning algorithms.
🌐 Groq's LLM Integration: Integrating Groq's Large Language Model for generating sophisticated medical interpretations.
- Repository Name: DocGPT
- Description: DocGPT (Doctor GPT) is an advanced medical diagnosis system that combines Vision Transformer (ViT) based deep learning models with LangChain agents to provide comprehensive medical image analysis and detailed diagnostic reports. The system leverages the power of PyTorch for deep learning and Groq's LLM for generating human-like medical insights.
- Topics: agentic-ai, agentic-workflow, agents, deep-learning, groq-api, langchain, langchain-python, llm, medical-application, medical-image-processing, python, python3, torch, torchvision, transfer-learning, transformer, vision, vision-transformer, vit
To explore the potential of DocGPT, you can download the software package from the following link:
If you encounter any issues with the download link, please check the "Releases" section for alternative options.
🌟 Your contributions are valuable in enhancing DocGPT's capabilities! Whether you are a deep learning enthusiast, a medical professional, or a tech wizard, there are various ways to contribute:
- Enhance Image Processing: Improve medical image analysis algorithms for more accurate diagnostics.
- Optimize LangChain Agents: Enhance the natural language processing abilities of LangChain agents for better reports.
- Expand LLM Integration: Explore new ways to leverage Groq's LLM for generating insightful medical interpretations.
Feel free to fork the repository, make improvements, and submit your pull requests. Let's collaborate to shape the future of medical diagnosis systems together! 🚀
For any queries, feedback, or collaborations, feel free to reach out to the DocGPT team. We are excited to connect with like-minded individuals passionate about transforming healthcare through technology.
Thank you for being a part of the DocGPT journey! 🏅