Small-to-Big RAG: Your AI Needs a Better Context ๐ง
If your text chunks are too small, the AI misses the context. If they are too big, the search becomes "blurry" and inaccurate. To solve this, advanced developers use Small-to-Big Retrieval. Two popular flavors are Sentence Window and Parent Document Retrieval. Here is the breakdown of how they work and which one you should choose. ๐ค The Shared Secret: "Search Small, Read Big" Both techniques follow one rule: Search using a tiny, precise snippet, but give the LLM a large, context...
๐ฐ Original Source
Read full article at Dev →KhanList aggregates and links to publicly available news content. We do not host full articles from third-party sources. Always verify important information with original sources.