Tutorial series on txtai

• sentence-transformers

  45 13,842 9.2 Python

  Multilingual Sentence & Image Embeddings with BERT

  

sentence-transformers Creates a single embeddings vector via mean pooling of vectors generated by the transformers library. Supports models stored on Hugging Face's model hub or stored locally. See sentence-transformers for details on how to create custom models, which can be kept local or uploaded to Hugging Face's model hub. Base models require significant compute capability (GPU preferred). Possible to build smaller/lighter weight models that tradeoff accuracy for speed.

• faiss

  71 28,308 9.4 C++

  A library for efficient similarity search and clustering of dense vectors.

  

faiss

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• transformers

  178 125,741 10.0 Python

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  

transformers

• codequestion

  15 509 5.5 Python

  🔎 Semantic search for developers

  

codequestion - Ask coding questions directly from the terminal

• paperai

  19 1,198 5.9 Python

  📄 🤖 Semantic search and workflows for medical/scientific papers

  

paperai - AI-powered literature discovery and review engine for medical/scientific papers

• tldrstory

  3 345 3.8 Python

  📊 Semantic search for headlines and story text

  

tldrstory - AI-powered understanding of headlines and story text

• txtai

  356 7,033 9.3 Python

  💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

  

txtai builds an AI-powered index over sections of text. txtai supports building text indices to perform similarity searches and create extractive question-answering based systems. txtai also has functionality for zero-shot classification.

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• magnitude

  5 1,612 0.0 Python

  A fast, efficient universal vector embedding utility package.

  

Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.

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