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lightchain's Introduction

  • ๐Ÿ‘‹ Hello, I am a PhD Candidate working with the Information Retrieval group at the University of Glasgow
  • ๐Ÿ‘€ Working on efficiency and robustness in IR Neural Training
  • ๐ŸŒฑ Iโ€™m currently learning Q & Rust
  • ๐Ÿ“ซ Reach me at my website

lightchain's People

Contributors

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lightchain's Issues

Adding ColBERTv2 style compressed index

Will require a few things, mainly the onus will be on the user to have a reasonable encoding system e.g batching etc. However there is value in their custom code and may have actual applications if we move it out of just the ColBERT paradigm

Documentation

We need simple examples of usage
then more advanced examples such as RAG and query expansion

Add FAISS frozen vector DB

Simple starting point for Chain Memories, Simply take your corpus encode it and fire the whole thing into a faiss index, only a lightweight wrapper for creation and search is needed, crucially should implement a search logic

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