Python sentence-transformers

Open-source Python projects categorized as sentence-transformers

Top 12 Python sentence-transformer Projects

sentence-transformers
  1. Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

  2. Nutrient

    Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers. Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.

    Nutrient logo
  3. beir

    A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

    Project mention: Any* Embedding Model Can Become a Late Interaction Model - If You Give It a Chance! | dev.to | 2024-08-29

    The source code for these experiments is open-source and utilizes beir-qdrant, an integration of Qdrant with the BeIR library. While this package is not officially maintained by the Qdrant team, it may prove useful for those interested in experimenting with various Qdrant configurations to see how they impact retrieval quality. All experiments were conducted using Qdrant in exact search mode, ensuring the results are not influenced by approximate search.

  4. StoryToolkitAI

    An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models

  5. minima

    On-premises conversational RAG with configurable containers (by dmayboroda)

    Project mention: Show HN: Automatic Reindexing in Minima RAG | news.ycombinator.com | 2025-01-14
  6. DiffCSE

    Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

  7. nalcos

    Search Git commits in natural language

  8. pypi-scout

    Find Python Packages on PyPI with the help of vector embeddings

    Project mention: Show HN: PyPI Scout – A better way to find Python packages | news.ycombinator.com | 2024-07-02
  9. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

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  10. Python-Schema-Matching

    A python tool using XGboost and sentence-transformers to perform schema matching task on tables.

  11. tsdae

    Tranformer-based Denoising AutoEncoder for Sentence Transformers Unsupervised pre-training.

  12. emoji-search-plugin

    Semantic Emoji Search Plugin for FiftyOne

  13. balena

    BALanced Execution through Natural Activation : a human-computer interaction methodology for code running.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python sentence-transformers related posts

  • Any* Embedding Model Can Become a Late Interaction Model - If You Give It a Chance!

    2 projects | dev.to | 29 Aug 2024
  • Show HN: PyPI Scout – A better way to find Python packages

    1 project | news.ycombinator.com | 2 Jul 2024
  • Show HN: Pypiscout.com – Find packages on PyPI with natural language queries

    1 project | news.ycombinator.com | 26 Jun 2024
  • Do you Know! Llama ?

    1 project | dev.to | 11 Apr 2024
  • BEIR: A Heterogeneous Benchmark for Information Retrieval

    1 project | news.ycombinator.com | 2 Jan 2024
  • Benefits of hybrid search

    1 project | dev.to | 18 Aug 2023
  • Ideas on how to improve classification and scoring using Mean Pooled Sentence Embeddings

    1 project | /r/LanguageTechnology | 23 Jan 2023
  • A note from our sponsor - Nutrient
    www.nutrient.io | 19 Feb 2025
    Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries. Learn more →

Index

What are some of the best open-source sentence-transformer projects in Python? This list will help you:

# Project Stars
1 Top2Vec 2,991
2 beir 1,696
3 StoryToolkitAI 775
4 minima 412
5 DiffCSE 293
6 nalcos 54
7 pypi-scout 44
8 Python-Schema-Matching 30
9 emoji_search 12
10 tsdae 6
11 emoji-search-plugin 6
12 balena 6

Sponsored
Nutrient – The #1 PDF SDK Library, trusted by 10K+ developers
Other PDF SDKs promise a lot - then break. Laggy scrolling, poor mobile UX, tons of bugs, and lack of support cost you endless frustrations. Nutrient’s SDK handles billion-page workloads - so you don’t have to debug PDFs. Used by ~1 billion end users in more than 150 different countries.
www.nutrient.io

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