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.
Multi-agent RAG system for financial due diligence over SEC filings - LangGraph orchestration, hybrid pgvector retrieval, and a grounding verifier with inline citations.
An agentic LLM framework combining parallel reasoning, runtime Python execution, isolated sandboxes, and consensus-based answer aggregation.
RAG Q&A + autonomous triage agent for customer feedback. Built on Gemini free tier with ChromaDB, structured JSON validation, and deterministic routing.
Bilingual (Arabic/English) RAG system for AI career guidance — grounded retrieval + generation, evaluated across baseline, upgraded embeddings, and re-ranking stages
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