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  • 18時間前 -This keeps detailed tool output from repeated checks out of the main session's context window. For example, include this in the main agent's instructions:.

    21時間前 -A minimal Python example. This example is hypothetical and inspired by Linkmortem's problem. It asks what kind of page a piece of text belongs to and whether ...

    22時間前 -Structured output (JSON schema). vLLM's structured outputs example uses response_format with a json_schema . SambaCloud accepts the same response_format ...

    21時間前 -How to Get Structured Output from Any LLM: JSON Schema, Tool Calls, or a Decision Model.

    9時間前 -This led to a structured output approach, which allowed me to batch summarization and tagging into a single inference request. The Improved TechFlix ...

    16時間前 -Several providers can also enforce a JSON schema at generation time (OpenAI calls this Structured Outputs). Keep your own validation anyway: it's the part you ...

    20時間前 -A simple Python example demonstrates a predictable research plan, where code handles calculations and models interpret user criteria. The simplest approach ...

    13時間前 -Structured output: Can it return information in formats such as JSON when required? For example, a document-processing application may need a model that ...

    5時間前 -Build an AI agent in Python that tests competing explanations for noisy data, predicts an experiment it hasn't seen, and gets graded by code it can't touch.

    12時間前 -Configure models and services ​. Use this guide to choose models, combine configuration examples and understand configuration scope.