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refrag

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m1rl0k / Context-Engine

Context-Engine: MCP retrieval stack for AI coding assistants. Hybrid code search (dense + lexical + reranker), ReFRAG micro-chunking, local LLM prompt enhancement, and dual SSE/RMCP endpoints. One command deploys Qdrant-powered indexing for Cursor, Windsurf, Roo, Cline, Codex, and any MCP client.

docker ai mcp decoder context cursor glm codex ai-agents windsurf openai-api context-engine llm llm-inference ollama-api mcp-server refrag

Updated Jan 2, 2026
Python

Shaivpidadi / refrag

REFRAG: LLM-powered representations for better RAG retrieval. Improve precision, reduce context size, same speed.

nlp machine-learning ai embeddings openai semantic-search rag llm retrieval-augmented-generation refrag meta-superintelligence-lab

Updated Dec 29, 2025
Python

afterthings7 / local-ai-stack

🔍 Build local AI infrastructure on M2 MacBook Air with zero cloud dependencies, ensuring unlimited usage and complete privacy.

docker framework ai mcp decoder devtools glm agents hacktoberfest ai-agents llm genai ai-builder ollama llm-apps refrag

Updated Jan 2, 2026
JavaScript

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