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  • All (21181) +146
    • AI (3169) +10
    • DevOps (940) +5
    • Software (11185) +102
    • IT (5838) +28
    • Education (48)
  • Notice
  • All (21181) +146
  • AI (3169) +10
  • DevOps (940) +5
  • Software (11185) +102
  • IT (5838) +28
  • Education (48)
  • Notice
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  • 1 week ago · ai

    Building Reliable RAG Systems

    !Cover image for Building Reliable RAG Systemshttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-...

    #retrieval-augmented generation #RAG #chunking #retrieval #reranking #large language models #LLM engineering #prompt engineering
  • 2 weeks ago · software

    So, you want to chunk really fast?

    Article URL: https://minha.sh/posts/so,-you-want-to-chunk-really-fast Comments URL: https://news.ycombinator.com/item?id=46501665 Points: 18 Comments: 4...

    #chunking #performance #data processing #optimization #programming
  • 1 month ago · ai

    RAG Chunking Strategies Deep Dive

    Retrieval‑Augmented Generation RAG systems face a fundamental challenge: LLMs have context‑window limits, yet documents often exceed these limits. Simply stuffi...

    #RAG #chunking #LLM #context window #vector databases #retrieval-augmented generation #semantic segmentation
  • 1 month ago · software

    Chunking Java Streams the Right Way — A Collector That Feels Like It Should Be in the JDK

    !Cover image for Chunking Java Streams the Right Way — A Collector That Feels Like It Should Be in the JDKhttps://media2.dev.to/dynamic/image/width=1000,height=...

    #java #streams #collector #chunking #jdk #functional-programming #java-8 #api-design
  • 1 month ago · ai

    I Built a TUI to Visualize RAG Chunking because chunk_size=1000 is a Lie 📉

    Let’s be honest for a second. When you are building a RAG Retrieval-Augmented Generation pipeline, how do you pick your chunk_size and overlap? If you are like...

    #RAG #chunking #LLM #retrieval-augmented generation #text user interface #visualization #prompt engineering
  • 1 month ago · ai

    Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instability

    !Cover image for Chunk Boundary and Metadata Alignment: The Hidden Source of RAG Instabilityhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,...

    #RAG #chunking #metadata alignment #vector database #embeddings #LLM retrieval #prompt engineering
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