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1. ai-agent-framework ai-agent-framework Public

   ReAct-style agent framework implementing OpenAI and Anthropic patterns with FastAPI, ChromaDB, tool calling, memory and routing.

   Python

2. automated-ml-pipeline automated-ml-pipeline Public

   Automated ML pipeline orchestrated with Prefect, MLflow tracking, model registry and champion-challenger promotion.

   Python

3. ml-model-serving-platform ml-model-serving-platform Public

   Model serving platform with FastAPI, Docker, Prometheus, Grafana, canary releases, A/B testing, drift checks and dynamic batching.

   Python

4. llm-fine-tuning-pipeline llm-fine-tuning-pipeline Public

   LoRA and QLoRA workflow for dataset preparation, training configuration, evaluation and cost-aware fine-tuning.

   Python

5. llm-guardrails-safety llm-guardrails-safety Public

   Validation workflows for prompt injection, PII handling, hallucination checks, toxicity screening, rate limiting and responsible AI.

   Python

6. rag-pipeline-production rag-pipeline-production Public

   Production RAG system with ingestion, embeddings, BM25, semantic search, reranking, citation validation, evaluation, FastAPI, Docker, ChromaDB and tests.

   Python