Show HN: VectorOps Know

8 points by joecarpenter 284 days ago | 2 comments

VectorOps Know is an extensible code-intelligence helper library. It scans your repository, builds a language-aware graph of files / packages / symbols and exposes high-level tooling for search, summarisation, ranking and graph analysis to LLMs.

wmdavis90 284 days ago |

It’s a local code analysis engine that builds a semantic index of your repo (symbols, imports, comments, etc.), adds vector embeddings, and exposes search + context tools you can plug into LLM workflows. Think smarter code search + context assembly, but offline and fully under your control.

My devs like that it doesn’t try to be too “magical” it’s predictable, hackable, and works well with existing workflows (like Aider or LiteLLM).

As a PM, I like that it respects privacy, is extensible, and helps us experiment with AI-assisted workflows without vendor lock-in.

If you’re exploring custom LLM agents or just want better context for local dev tooling, it’s worth a look.

mlisivick 284 days ago |

Feels like a great foundation for building your own Copilot-like tools without sending code to the cloud. Very modular, easy to extend, and works surprisingly well out of the box. Bonus: comes with CLI tools and supports OpenAI function-calling + MCP.