Ctxai
byvs4vijay
0Transforms codebases into intelligent embeddings, enabling semantic code search for large language models and multi-agent systems.
소개
Ctxai is a sophisticated semantic code search engine that converts your entire codebase into intelligent embeddings, facilitating fast and context-aware code retrieval. It allows users and AI agents to find code snippets, documentation, and examples using natural language queries, moving beyond traditional keyword-based searches. Available as both a command-line interface (CLI) tool and an MCP Server, Ctxai integrates seamlessly with multi-agent systems and orchestration frameworks, empowering agents to discover and utilize relevant code through advanced semantic understanding.
주요 기능
- 0 GitHub stars
- MCP Server Integration for multi-agent systems
- Dual interface: CLI for direct use and agent-ready for AI integration
- Smart Code Search leveraging AI to convert code into searchable vectors
- Natural Language Queries for descriptive code retrieval
- Fast Indexing to quickly process and embed large codebases
사용 사례
- Enabling multi-agent systems to semantically discover and retrieve relevant code snippets
- Integrating with LLM-powered tools like GitHub Copilot for natural language code queries
- Rapidly searching and understanding large codebases through semantic context via CLI
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