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Personalized nutrition application using Ollama, Langchain and Pebblo

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NutriHeal



NutriHeal is an innovative RAG (Retrieval-Augmented Generation) application designed to offer personalized nutritional advice and healing through natural remedies. By leveraging state-of-the-art technologies, NutriHeal provides users with tailored recommendations to enhance their well-being.


Stack

  • Custom UI: A tweaked version of Open-webui provides an intuitive and user-friendly interface.
  • Prompt Engineering: Enhancements for generating precise user and system prompts to improve interaction quality.
  • Local LLM Hosting: Utilizes Ollama for secure, locally hosted Large Language Models.
  • Orchestration: Employs Langchain for seamless integration and orchestration of various components.
  • Data Privacy: Integrates Pebblo to ensure user data privacy and security.

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Personalized nutrition application using Ollama, Langchain and Pebblo

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