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rustcliaisearch

KB-Index

A command-line tool for indexing and searching local code and documentation using semantic search. It creates OpenAI embeddings of your files and stores them in a ChromaDB vector database for natural language querying.

Features

  • Index code and documentation with semantic understanding
  • Search your codebase using natural language queries
  • Syntax-highlighted search results
  • Multiple output formats: pretty, JSON, markdown
  • Simple configuration management

Usage

# Index a project
kb index /path/to/your/code

# Search with natural language
kb query "How does the authentication system work?"

# Customize results
kb query "error handling" --top-k 10 --format json

Tech Stack

  • Rust — core implementation
  • OpenAI API — text embeddings and completions
  • ChromaDB — vector database for similarity search
  • syntect — syntax highlighting in terminal output
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