HealPal Chatmate

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Description:

This repository hosts a medical chatbot project developed using the Llama-2-7b-chat-hf model by Meta and implemented using the Langchain framework. The chatbot utilizes state-of-the-art LLM model and natural language processing (NLP) techniques to provide personalized healthcare support, including symptom analysis, treatment recommendations, and general health guidance.

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Features:

• Advanced NLP Capabilities: The chatbot leverages cutting-edge technologies like Foundation models(LLMs) and NLP techniques for accurate understanding and response generation.
• Tailored Medical Assistance: Users can receive personalized assistance, including symptom analysis and treatment recommendations.
• Extensive Knowledge Base: The chatbot is equipped with a comprehensive knowledge base to provide reliable healthcare information.
• Improved Healthcare Access: The project aims to enhance accessibility to healthcare information, promoting proactive health management.

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Requirements:

• Python 3.8 or above
• HuggingFace
• Langchain
• Gradio
• Dependencies specified in requirements.txt

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Installation:

1. Clone the repository:

git clone https://github.com/shishir-dwi/HealPal-Chatmate

2. Install dependencies:

pip install -r requirements.txt

3. Llama2 models require gated access to the model from hugging face.

Go to the hugging face > sign up > find model > fill form by Meta and then HF for the access > create a access token fro the model and store it in a file named "credentials.env"

4. Run the application using Gradio

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Usage:

1. Start the chatbot application by running HealPal Prototype-I.ipynbfile.
2. Interact with the chatbot by entering queries related to healthcare through Gradio interface.
3. Receive personalized assistance, symptom analysis, treatment recommendations, and general health guidance.

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Contribution:

Contributions to the project are welcome. Please feel free to submit pull requests or open issues for any suggestions, bug reports, or feature requests.

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License:

This project is licensed under the MIT License.

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Acknowledgements:

• Meta for providing the Llama-2 model.

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Contact:

For any inquiries or support, please contact shishir.spiral@gmail.com.

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