General-purpose agentic loop: goal decomposition, tool selection via function calling, output validation, plan-driven replan on failure
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Updated
May 8, 2026 - Python
General-purpose agentic loop: goal decomposition, tool selection via function calling, output validation, plan-driven replan on failure
Chat agentico multi-agente em Streamlit: um CEO delega, especialistas executam e um juiz valida as respostas.
Production RAG system — hybrid search, Cohere reranking, RAGAS regression gate, Langfuse tracing, and confidence guardrails. Eval-gated deployment on AWS Lambda.
Hybrid-RAG diligence copilot for M&A contracts with span-level citations and eval-driven quality gates
A reference architecture for evidence-bounded generative media pipelines — grounded, eval-gated, with a fail-closed-to-publish model. Curated extract; ships no third-party data.
Governed, auditable AI review platform: a webhook-triggered LangGraph agent with human-in-the-loop approval, Langfuse tracing, an eval-gated CI pipeline, and a tamper-evident hash-chained audit trail. Provider-agnostic (mock/Anthropic/OpenAI), FastAPI, with Bicep IaC for Azure Container Apps.
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