Fast markdown RAG with multi-provider embeddings (Vertex AI, Gemini, OpenAI, Voyage), incremental indexing with mtime/size fast-path, stale vector pruning, Milvus vector store.
markdown mcp embeddings semantic-search rag milvus vector-database vertex-ai llm fastrag incremental-indexing
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Updated
Jun 1, 2026 - Python