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GURPREETKAURJETHRA / Medical-RAG-using-Bio-Mistral-7B

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This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

docker ai deployment pubmed llama mistral rag fastapi bert-embeddings bootstrap5 sentence-transformers qdrant large-language-models generative-ai langchain retrieval-augmented-generation
  • Updated May 22, 2024
  • HTML

Dhilip2002 / Augmented-Question-Answering-System-for-Biomedical-Literature-Retrieval-using-LLM-and-PubMed

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A Chatbot used to fetch articles from PubMed based on user queries and displays the queries and responses in a user friendly interface built using Streamlit. It fetches the Title, Abstract and Keywords based on user's input and then stores the Question Answer pair in Firebase.

nlp machine-learning natural-language-processing firebase chatbot ml haystack pubmed artificial-intelligence firebase-database qasystem haystack-pipeline streamlit large-language-models llm mistral-7b haystack-ai pymed
  • Updated May 14, 2024
  • Python

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