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Explorer/MCP/a2a/structured-output-mcp-traced-agent

Structured Output MCP Traced Agent

a2a/structured-output-mcp-traced-agent

Structured Output MCP Traced Agent: composes instructor + langchain-core + mcp + openai + opentelemetry-api + opentelemetry-sdk — structured-output, orchestration, agent-protocol, llm-client, observability via A2A + MCP.

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Checked Sep 3, 2026
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First indexed Aug 9, 2026
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Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus the trace/span id.
Structured Output MCP Agent (Authlib)
Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI).
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Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Vertex AI). Ideal for extracting typed entities from unstructured text, normalising documents into JSON, building schema-driven form fillers.
LLM Observability & Orchestration Agent
Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith tracing. Ideal for traced/observable LangChain pipelines, evaluating prompts, monitoring chain quality.
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