llm_complete

General-purpose LLM completion. Routes through v1's LLM gateway (model selection + budget enforcement).

{
  "url_env": "SCIDEX_V1_TOOLS_LLM_COMPLETE_URL",
  "url_default": "http://v1.scidex.ai/internal/tools/llm_complete",
  "timeout_secs": 300
}

{
  "type": "object",
  "required": [
    "prompt"
  ],
  "properties": {
    "model": {
      "type": "string",
      "description": "Model id; defaults to v1's per-task default."
    },
    "prompt": {
      "type": "string"
    },
    "system": {
      "type": "string",
      "description": "Optional system prompt."
    },
    "max_tokens": {
      "type": "integer",
      "default": 2000,
      "maximum": 32000,
      "minimum": 1
    },
    "temperature": {
      "type": "number",
      "default": 0.7,
      "maximum": 2,
      "minimum": 0
    },
    "response_format": {
      "enum": [
        "text",
        "json"
      ],
      "type": "string",
      "default": "text"
    }
  }
}

{
  "type": "object",
  "properties": {
    "text": {
      "type": "string"
    },
    "cost_usd": {
      "type": "number"
    },
    "tokens_in": {
      "type": "integer"
    },
    "model_used": {
      "type": "string"
    },
    "tokens_out": {
      "type": "integer"
    }
  }
}

{
  "network": "external",
  "max_duration_secs": 300
}

{
  "prompt": "Summarize this hypothesis in one sentence.",
  "max_tokens": 100
}