zvec-ai/zvec-grep

This page introduces an external open-source repository. It is not an HDATF product.

What it does

zg is a local-first search tool that combines ripgrep, BM25 and vector search behind one interface, usable from the CLI or by an agent. It searches code, documents and structured data and returns ranked results with source locations.

How it helps ATF

Its mix of keyword search, meaning-based search and source-linked results could be a reference for Company Brain search. Those source-linked results are also worth comparing for how Harness collects evidence when checking a result.

License

Apache-2.0 Permissive, with a patent grant. Commercial use is allowed; keep the notices and state your changes.

More in this category

• Tencent/WeKnora
  WeKnora turns raw documents into RAG-based Q&A and a ReAct agent that uses retrieval, MCP tools and sandboxes. Its Wiki Mode has agents build an interlinked, editable markdown knowledge base with revision history.
• semantica-agi/semantica
  A Python library that ingests enterprise data, extracts key information, builds a context graph and knowledge graph, and runs graph analytics and reasoning over them. It keeps decision provenance for end-to-end traceability.
• asciimoo/hister
  A private search engine that indexes the full contents of visited pages and local files. Search is available through a web interface, terminal or an AI assistant connected via MCP.
• StarTrail-org/PixelRAG
  PixelRAG renders web pages, PDFs and images as screenshots and runs retrieval over the images directly, so tables, charts and layout that HTML parsing drops stay intact. It is the official code for a research paper.
• realZachi/pg-jev
  A PostgreSQL extension that filters, ranks and classifies rows using natural-language conditions evaluated by TypeSafe's Jev. It uses returned probabilities rather than generated text.

Only repositories in the ranked Trendshift lists are included, and the lists are used only to find candidates. We do not copy their ranks. Descriptions, licenses and star counts come from each GitHub repository. The notes are our own reading. We have not tested these projects, and a place on a trending list does not prove quality.