API Generating Language Model

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A API Generating Language Model is a software-generating language model specialized for generating API calls from natural language instructions.

  • Context:
    • It can be trained on API documentation and associated natural language descriptions.
    • It takes a specification and outputs an API call with the right components filled in.
    • It focuses on producing valid API calls over full programs.
    • It is evaluated using AST matching against reference APIs.
    • It is optimized for invoking APIs as tools.
  • Example(s):
  • Counter-Example(s):
  • See: API Call, LLM for Programming, Code Generation.