1.FlagOpen / FlagEmbedding
Retrieval and Retrieval-augmented LLMs
+730 stars
from 11,562 · score 6.59
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Ranked by Attention Score: stars gained over the last 180 complete days
8 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.neuml / txtai
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3.lightly-ai / lightly
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4.Embedding / Chinese-Word-Vectors
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5.h2oai / h2ogptArchived
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
+46 stars
from 11,883 · score 3.85
6.Davidyz / VectorCode
A code repository indexing tool to supercharge your LLM experience.
+31 stars
from 843 · score 3.47
7.harmonydata / harmony
The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.
+12 stars
from 55 · score 2.56
8.mims-harvard / nimfa
Nimfa: Nonnegative matrix factorization in Python
+4 stars
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