Tool Call Precision Implementation Methodology
To improve the accuracy of function calls, the following configuration is required:
- Tool Definition: Strictly follows the OpenAI format for defining tool JSON, e.g. the weather query tool must contain a full description of the parameters (
'parameters': {'type':'object', 'properties':{'location':{'type':'string'}}}) - Tip Engineering: Append after user prompt
'Please strictly follow the tool specification'isometric instruction - response parsing: Use
response.choices[0].message.tool_callsExtract the structured results to match thejson.loads()Verify parameter compliance - error handling: Settings
max_retries=3Automatic retry withtemperature=0.2Reduced generation randomness
in the example repositorytool_calling.pyDemonstrates the complete weather API call flow, including parameter validation and error fallback mechanisms.
This answer comes from the articleCollection of scripts and tutorials for fine-tuning OpenAI GPT OSS modelsThe
May not be reproduced without permission:AI productivity tools " How to optimize the tool call function in gpt-oss-recipes for accurate API response?
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