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 →
Top 12 Python sentence-transformer Projects
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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.
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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 | 2024-08-29The 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.
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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
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DiffCSE
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
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Project mention: Show HN: PyPI Scout – A better way to find Python packages | news.ycombinator.com | 2024-07-02
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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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Python-Schema-Matching
A python tool using XGboost and sentence-transformers to perform schema matching task on tables.
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balena
BALanced Execution through Natural Activation : a human-computer interaction methodology for code running.
Python sentence-transformers discussion
Python sentence-transformers related posts
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Any* Embedding Model Can Become a Late Interaction Model - If You Give It a Chance!
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Show HN: PyPI Scout – A better way to find Python packages
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Show HN: Pypiscout.com – Find packages on PyPI with natural language queries
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Do you Know! Llama ?
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BEIR: A Heterogeneous Benchmark for Information Retrieval
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Benefits of hybrid search
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Ideas on how to improve classification and scoring using Mean Pooled Sentence Embeddings
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A note from our sponsor - Nutrient
www.nutrient.io | 19 Feb 2025
Index
What are some of the best open-source sentence-transformer projects in Python? This list will help you:
# | Project | Stars |
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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 |