Your AI-powered medical assistant for instant, reliable healthcare insights.
Medoc is an AI-driven healthcare assistant designed to provide accurate medical insights using LLMs (Ollama), FAISS-based vector search, and LangChain. Built for seamless interaction, Medoc can retrieve medical knowledge, assist with health-related queries, and maintain search history for user convenience.
🌍 Designed for Healthcare Professionals & Patients
🚀 Fast & Efficient Medical Q&A Retrieval
🧠 Powered by AI & ML for Smart Responses
✅ AI-Powered Medical Chatbot – Provides accurate, LLM-generated responses.
✅ FAISS Vector Search – Retrieves relevant medical information efficiently.
✅ Search History Management – Saves, retrieves, and clears user queries.
✅ Chainlit UI Integration – Ensures an intuitive and interactive chatbot experience.
✅ Optimized Response Time – Answers queries within 3 seconds.
✅ Efficient Token Management – Manages queries effectively for concise responses.
| Technology | Purpose |
|---|---|
| Python 🐍 | Core Language |
| LangChain 🏗️ | LLM Orchestration |
| Ollama LLMs 🧠 | AI-Powered Responses |
| FAISS (Facebook AI Similarity Search) 🔍 | Fast Knowledge Retrieval |
| SQLite 💾 | Search History Management |
| Chainlit 🎨 | Interactive Chat UI |
Medoc is more than just a chatbot—it’s a future-ready AI healthcare assistant. 🚀 Here’s what’s coming next:
🔹 Voice Input & Output – Talk to Medoc using speech recognition & text-to-speech.
🔹 Symptom Checker – AI-driven early disease detection based on symptoms.
🔹 OCR-Based Prescription Analysis – Scan medical prescriptions for dosage & usage guidance.
🔹 Wearable Device Integration – Connect with smartwatches & fitness bands for real-time health tracking.
🔹 Appointment Scheduling – Book doctor visits directly from the chatbot.
1️⃣ Clone the Repository:
git clone https://github.com/Abdul-nazeer/Medoc-Assistance.git
cd Medoc-Assistance2️⃣ Install Dependencies:
pip install -r requirements.txt3️⃣ Run the Chatbot:
chainlit run medoc.py💡 Ask any medical-related question, and Medoc will provide an AI-powered response.
🗂️ View Search History – Type "show history" to retrieve past queries.
🗑️ Clear Search History – Type "clear history" to remove stored queries.
⚡ Get Fast Responses – Optimized to respond within 3 seconds.
This project is licensed under the MIT License. Feel free to modify and contribute!
👤 Author: Abdul Nazeer M
📧 Email: roxnazeer@gmail.com
🔗 LinkedIn: Abdul Nazeer M
🐍 GitHub: Abdul Nazeer
🤗 Hugging Face: CodeMasterAbdul
💡 Want to contribute? Feel free to fork the repo and submit a PR!
🚀 Medoc is redefining AI in healthcare—one query at a time! Let’s build the future of AI-driven medical assistance together. 💉🤖