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agent-sql-tool-use
agent-sql-tool-use PublicMulti-tool LLM agent (SQL, calculator, web search) with a hand-rolled orchestration loop compared side-by-side with a LangGraph implementation. Short/long-term memory, retry and fallback on tool fa…
Python
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hybrid-rag-pipeline
hybrid-rag-pipeline PublicEnd-to-end local and free RAG pipeline: semantic chunking, hybrid retrieval (dense + BM25) with Reciprocal Rank Fusion, cross-encoder reranking, and quantitative evaluation (faithfulness, context p…
Python
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llm-eval-observability-powerbi
llm-eval-observability-powerbi PublicLLM evaluation framework (LLM-as-judge + automatic metrics) for comparing prompts and models, Langfuse tracing, and a Power BI dashboard (cost, latency, error rate) built from request logs.
Python
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qlora-fine-tuning-json-extraction
qlora-fine-tuning-json-extraction PublicQLoRA fine-tuning of Qwen2.5-3B for structured JSON extraction from support tickets. Quantified before/after comparison, compute cost report, Ollama/vLLM deployment.
Python
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