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text-retrieval

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The ChatGPT Long Term Memory package is a powerful tool designed to empower your projects with the ability to handle a large number of simultaneous users and external sources.

  • Updated Jul 31, 2023
  • Python

UHSR (Unified Hyperbolic Spectral Retrieval) is a next-generation hybrid text retrieval framework that combines BM25 (Lexical Search) with FAISS/Pinecone (Semantic Search), enhanced by Spectral Re-Ranking & AI-Powered Reranking. It supports multiple similarity metrics, provides interpretable normalized scores, & is designed for scalability & speed.

  • Updated Oct 31, 2025
  • Python

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