What problem does this solve?
Could codemap learn from https://github.com/zvec-ai/zvec-grep/blob/main/docs/02-cli.md strengths and features?
Proposed solution
Could an in-process vector database like https://github.com/alibaba/zvec help searching smarter?
Implemented in a secure way of course:
https://www.explainx.ai/blog/universal-geometry-embeddings-vec2vec-vector-database-security-2026
Why zg?
- Search beyond keywords — discover by meaning, rank by relevance, then
verify with exact text or regex when needed.
- Multi-format search — search source code, documents, and structured data
while preserving useful structure and source locations.
- Less searching, less context — ranked, source-linked results surface the
right evidence with fewer tool calls, fewer tokens, and less noise.
Additional context

What problem does this solve?
Could codemap learn from https://github.com/zvec-ai/zvec-grep/blob/main/docs/02-cli.md strengths and features?
Proposed solution
Could an in-process vector database like https://github.com/alibaba/zvec help searching smarter?
Implemented in a secure way of course:
https://www.explainx.ai/blog/universal-geometry-embeddings-vec2vec-vector-database-security-2026
Why zg?
verify with exact text or regex when needed.
while preserving useful structure and source locations.
right evidence with fewer tool calls, fewer tokens, and less noise.
Additional context
