vector-db-search

Installation
SKILL.md

Dependencies

This skill requires the chromadb and langchain packages defined in the plugin root.


Vector DB Search

Semantic (meaning-based) search against the ChromaDB vector store using a high-precision Parent-Child architecture. Use for Phase 2 of the 3-phase search protocol (RLM -> Vector -> Grep).

Scripts

Script Role
scripts/query.py Semantic search CLI -- recovers context-rich parent chunks.
scripts/operations.py Core domain logic for retrieval.
scripts/vector_config.py Unified profile-based configuration loader.

Execution Mode

Installs
23
GitHub Stars
3
First Seen
Mar 6, 2026
vector-db-search — richfrem/agent-plugins-skills