Rust AI agent where every context token earns its place. Self-learning skills, temporal graph memory, cascade quality routing, OWASP AI security. Hybrid inference: Ollama · Claude · Gemini · OpenAI · GGUF. MCP + ACP. One binary.

RAG platform for educational use at DSV, Stockholm University. Rust/Axum backend, React frontend, Qdrant vector search.

🚀 Build memory and retrieval infrastructure for ReasonKit, enhancing data management and access for your applications with ease and efficiency.

Project-scoped Qdrant MCP server for workspace collections with scratchbook functionality. Python port of claude-qdrant-mcp with FastEmbed and project-aware collection management.

OpenAI-compatible LLM gateway that reduces API costs using Redis exact cache and Qdrant semantic cache.

A blazing-fast, event-driven RAG pipeline and MCP Server built in Rust. Automatically sync local Markdown notes to Qdrant and make them semantically searchable for AI coding assistants like Cursor and GitHub Copilot.

Sovereignty-first personal AI OS. Deterministic routing, four-tier memory, ruflo orchestration, 840+ tests. Hub: nstn.dev

Apex is the open-source counterpart to my commercial offering, Apex Accelerator. It does not include certain commercial components, such as the license server, binary obfuscation, and cloud-native infrastructure for authentication and persistence.

Rust client for Qdrant vector search engine

Local code indexer with MCP-based semantic search. Parses Git repos with tree-sitter, embeds via Ollama, stores in Qdrant, and exposes search as MCP tools for Claude Code, Cursor, and other LLM dev tools.

High-performance vector database & RAG memory layer - hybrid search, embeddings, RAPTOR trees, BM25 fusion for AI systems.

Unified three-store knowledge engine that combines Supabase/Postgres, Qdrant, and Graphiti into one logical database for proof-backed mixed-source retrieval.

Rust MCP server for Qdrant with local embeddings (Candle/ONNX)

🚁 AI-Powered FPV Drone Assistant - Telegram bot with RAG, Vision, and Blackbox Analysis

InfiniteBase: local-first infinite canvas workspace with Rust backend and BYOA agent API.

An event-driven, distributed system for semantic text matching, enabling low-latency ingestion, scalable vector processing, and fast ANN-based similarity search.

High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.

A Rust caching proxy for LLM APIs. Delivers 500x faster responses (4ms vs 2s) and 90% cost reduction via Redis + Qdrant caching. Drop-in compatible with OpenAI SDKs and Groq.

aicli is a Rust-based terminal application that implements a Retrieval-Augmented Generation (RAG) workflow. It scans and chunks text files, generates embeddings, stores and queries vectors in Qdrant, and retrieves relevant context to produce accurate, context-aware responses through an interactive TUI.

Qdrant MCP server