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context-aware

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BaranziniLab / KG_RAG

Star 747

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks

bioinformatics biomedical-informatics knowledge-graph llama gpt knowledge-base context-aware bioinformatics-algorithms biomedical-applications rag bert-models sentence-transformers gpt4 prompt-tuning large-language-models llm prompt-engineering gpt35turbo retrieval-augmented-generation llama2
  • Updated Nov 9, 2024
  • Jupyter Notebook
context-search-engine

inboxpraveen / context-search-engine

Star 10

A simple interface where users can search for contextually relevant text passages in documents. It employs DistilBERT model for semantic embeddings and FAISS for efficient similarity search. When users enter a query, the system returns the most contextually relevant text passage from the corpus and highlights the matched keywords.

nlp search-engine machine-learning natural-language-processing vector vectors language-model context-aware bert search-engine-optimization context-embeddings bert-embeddings huggingface vector-database huggingface-transformers
  • Updated Oct 17, 2023
  • Python

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