https://github.com/srikarveluvali/astor-ai

AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.
https://github.com/srikarveluvali/astor-ai

flask huggingface llama3 llm mongodb ollama react transformers unsloth

Last synced: about 1 month ago
JSON representation

AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.

• Host: GitHub
• URL: https://github.com/srikarveluvali/astor-ai
• Owner: SrikarVeluvali
• Created: 2024-08-27T12:39:54.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-10-07T14:25:20.000Z (about 1 month ago)
• Last Synced: 2024-10-10T18:03:57.034Z (about 1 month ago)
• Topics: flask, huggingface, llama3, llm, mongodb, ollama, react, transformers, unsloth
• Language: Jupyter Notebook
• Homepage:
• Size: 31.9 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Astor AI

## Abstract

Large Language Models (LLMs) offer significant potential in the healthcare domain, particularly in scenarios where medical professionals may not be readily available. These models can serve as virtual medical assistants, addressing patient queries related to non-critical conditions. A pre-trained LLM, such as Mistral-7B, can be effectively utilized to develop a Medical Chat Doctor, capable of responding to patient inquiries with concise and relevant information. To enhance the accuracy and quality of the chatbot’s responses, fine-tuning the model with domain-specific datasets, such as the "ChatDoctor-HealthCareMagic-100K" from Hugging Face, is essential. This approach ensures that the chatbot can accurately interpret symptoms described by patients and provide appropriate responses, thereby improving patient care and access to medical advice.

## Introduction

Welcome to the AstorAI website, your gateway to accurate and reliable medical information. Our user-friendly interface, combined with Retrieval-Augmented Generation (RAG) technology, makes it easy for you to navigate and find the answers you need. Engage with AstorAI through our interactive chatbot for real-time, detailed responses to your medical questions. We prioritize your privacy and security, ensuring all interactions and personal information are kept confidential. Explore and discover how AstorAI can assist you on your health journey.

## Features of the Chatbot

### Medical Information

AstorAI provides reliable answers to a wide range of medical questions, leveraging the power of the advanced LLama 3 model with a [custom dataset](https://huggingface.co/datasets/lavita/ChatDoctor-HealthCareMagic-100k) .

### Real-Time Responses

Get immediate, detailed responses to your queries with AstorAI's interactive chatbot, available 24/7 to assist you whenever you need it.

### User-Friendly Interface

Our chatbot is designed with simplicity in mind, offering a clean and intuitive interface that makes it easy to ask questions and receive answers.

### Privacy and Security

AstorAI prioritizes your privacy, ensuring that only you can view your interactions, so you can trust that your information is secure.

### Wide Range of Topics

From symptoms and treatments to medications and general health advice, AstorAI covers a broad spectrum of medical topics to help you find the information you need.