Toolformer: Formatting an API Call
Beginner
The problem, from first principles
Toolformer (Schick et al., 2023) teaches a language model to call tools by inserting API calls into its own text during training. Each annotation records the call, its arguments and the result, so the model learns when a call helps.
From theory to code
Implement format_api_call(name, args, result), returning the bracketed annotation.
Constraints
- Use the ASCII arrow
->.
Hints
Hint 1
Concatenate the call with its arguments in parentheses, then the arrow and the result, inside brackets.
Keywords
research-papersagentstool-usetoolformer
Python
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