{"id":"swamikannan-callable-to-openai-function-calling-template","name":"Callable-to-openai-function-calling-template","af_score":46.2,"security_score":22.0,"reliability_score":23.8,"what_it_does":"A Python utility that converts a user-defined Python function (using a specific docstring template and type annotations) into an OpenAI tool-calling compatible JSON schema/representation (function or tool format).","best_when":"When you already have Python functions with consistent docstring formatting and want deterministic schema generation for OpenAI-style tool calling.","avoid_when":"When your function docstrings do not match the expected template exactly, or you need robust handling of complex/heterogeneous Python type constructs beyond what the library supports.","last_evaluated":"2026-04-04T21:36:33.702866+00:00","has_mcp":false,"has_api":false,"auth_methods":[],"has_free_tier":false,"known_gotchas":["Docstring must match the expected template 'exactly' (including whitespace/empty lines) for correct parsing.","Behavior may differ based on get_tool_format vs direct function format expectations.","Library intentionally strips 'extra checks' compared to LangChain; malformed annotations/docstrings may yield incorrect schemas without clear remediation."],"error_quality":0.0}