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曾亮懿 ZengLiangYi Blog
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#Vector search

3 posts tagged "Vector search".

Configuring Embeddings: Model Selection and Rebuilding

Check task support, actual embedding inputs, and index compatibility, then accept model settings and changes with known notes and no-answer queries.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #Embedding #Vector search

LLMs and embeddings: separate tasks, even with one provider

Distinguish text generation from vector generation, then verify ChatCrystal model settings, connection tests, and index rebuilding boundaries.

曾亮懿 曾亮懿
4 min read
#ChatCrystal #AI #Vector search

Choosing a Local Vector Store: Vectra, Chroma, and hnswlib

Compare Vectra, Chroma, and hnswlib through ChatCrystal’s deployment constraints: integration, retrieval cost, backups, and recovery boundaries.

曾亮懿 曾亮懿
6 min read
#ChatCrystal #TypeScript #Vector search #Architecture

From writing to code

Explore ChatCrystal, developer tools and daily learning notes on my GitHub. Questions about the implementation are welcome.