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曾亮懿 ZengLiangYi Blog
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#Knowledge graph

3 posts tagged "Knowledge graph".

Graph-Assisted Refactoring: Turning Relational Clues into Checks

Turn note and code graph relations into verifiable fault checks: trace candidate edges, check dependencies, and avoid treating links as proof.

曾亮懿 曾亮懿
5 min read
#ChatCrystal #Knowledge graph #Testing

Note Relations and Graph Views: Discover, Project, and Verify

Trace ChatCrystal relation APIs, candidate discovery, and graph projections, keeping generated edges and tag co-occurrence within verified boundaries.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #Knowledge graph #Relations

Semantic Search and Context: Finding Hidden Code Dependencies

Combine vector search with one-hop graph relation expansion in code refactoring, keeping similarity scores, candidates, and sources verifiable on disk.

曾亮懿 曾亮懿
3 min read
#ChatCrystal #Semantic search #Knowledge graph

From writing to code

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