RAG Q&A pipeline with QLoRA fine-tuning. FastAPI + Chroma + hybrid retrieval + cross-encoder rerank. Runs free on Apple Silicon via Ollama.
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Updated
May 8, 2026 - Python
RAG Q&A pipeline with QLoRA fine-tuning. FastAPI + Chroma + hybrid retrieval + cross-encoder rerank. Runs free on Apple Silicon via Ollama.
RAG Q&A + autonomous triage agent for customer feedback. Built on Gemini free tier with ChromaDB, structured JSON validation, and deterministic routing.
An agentic LLM framework combining parallel reasoning, runtime Python execution, isolated sandboxes, and consensus-based answer aggregation.
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