What's new in txtai 7.0

txtai 7.0 brings a number of major feature enhancements. Highlights include:

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  Semantic Graph 2.0

  
  
  
  
  • Graph search
  
  
  • Advanced graph traversal
  
  
  • Graph RAG
  
  
  
  


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  Embeddings

  
  
  
  
  • Default configuration format now JSON
  
  
  • Move ids storage outside of configuration when content is disabled
  
  
  
  


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  Pipelines

  
  
  
  
  • Training support for LoRA / QLoRA
  
  
  
  


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  API

  
  
  
  
  • Binary transport support
  
  
  
  

These are just the big, high level changes. There are also many improvements and bug fixes.

This article will cover all the changes with examples.

Standard …

advanced api binary embeddings feature format graph highlights json lora machinelearning major nlp pipelines python qlora rag search semantic storage support training transport