DermAI is an advanced dermatology expert system powered by OpenAI's GPT-4 model. Leveraging Retrieval-Augmented Generation (RAG) techniques, DermAI answers questions about dermatology, including disease symptoms and potential diagnoses based on user inputs. The system utilizes a comprehensive PDF textbook as its knowledge base to provide accurate and informative responses.
Dermatology Q&A: Responds to queries about dermatological conditions and symptoms.
Image Analysis: Detects and classifies skin cancer from user-submitted images, identifying specific types of skin cancer.
Knowledge Base: Derived from a detailed PDF textbook on dermatology.
DermAI is designed to offer reliable dermatological insights and image-based skin cancer detection.
- Clone this repository to your local machine:
git clone https://github.com/AnkiiB/DermAI
- Navigate to the project directory:
cd DermAI - Install the required dependencies using pip:
pip install -r requirements.txt
- Enter OpenAI API key in langchain.py:
openai_api_key = os.getenv('OPENAI_API_KEY') - Run main.py:
python3 main.py
- Go to terminal and run:
streamlit run langchain.py