01Freshness-aware hybrid search combining vector (Qdrant) and lexical (Meilisearch) search.
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03Plugin-first architecture with extensible source adapters and content extractors.
04Integrated MCP server for seamless querying by AI agents (e.g., Claude Desktop, Cursor, Continue.dev).
05Configurable text embedding providers, supporting fastembed and external Ollama servers.
06Self-hosted infrastructure deployable via Docker Compose for laptops, homelabs, or single-host production.