vector-db-search
CommunitySemantic search for code and docs.
Software Engineering#langchain#retrieval#semantic-search#code-search#vector-store#chromadb#documentation-search
Authorrichfrem
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Semantic search against the ChromaDB vector store retrieves contextually relevant code and documentation across a project, enabling faster understanding and navigation.
Core Features & Use Cases
- Semantic retrieval of code snippets and documentation using a high-precision Parent-Child architecture.
- Phase-2 focused search within the 3-phase protocol to surface context-rich chunks for reasoning.
- Safe, repeatable queries via the provided scripts to avoid direct raw database access.
Quick Start
Ask it to perform a semantic search across the vector store to retrieve context-rich code and documentation chunks for a given question.
Dependency Matrix
Required Modules
chromadblangchain
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: vector-db-search Download link: https://github.com/richfrem/agent-plugins-skills/archive/main.zip#vector-db-search Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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