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1. dnastore dnastore Public

   An open-source framework for building applications on DNA data storage, providing a familiar object storage API, realistic simulation, and support for future integration with physical DNA storage t…

   Python 1 1

2. agentic-rag agentic-rag Public

   A local, agentic RAG platform (Ollama + Qdrant + Postgres + Redis + MinIO) that runs via Docker Compose or Kubernetes , planner, hybrid retrieval, critic, and generator loop with full traceability.

   Python

3. pocket-tts pocket-tts Public

   Fully local voice agent: LangGraph + Ollama/OpenAI + Kyutai Pocket TTS (CPU-only, no GPU). Dockerized, with a Streamlit chat UI and streaming speech output.

   Python

4. qubo-rag-knapsack qubo-rag-knapsack Public

   A research project exploring Quantum computing-inspired optimization for RAG, replacing naive Top-K retrieval with a QUBO-based knapsack optimizer that selects the most relevant combination of chun…

   Python

5. rag-laya-poc rag-laya-poc Public

   RAG Showdown: Comparing naive vector search vs Laya-reranked retrieval in a dockerized RAG pipeline with OpenAI generation.

   HTML

6. train-jev-model train-jev-model Public

   Lightweight decision model built on Qwen2.5-0.5B with LoRA for calibrated multi-option decision-making, confidence scoring, and selective abstention.

   Jupyter Notebook