ToolFactory converts natural-language REST API documentation into AI-agent tools via a soft-prompt-tuned Llama extractor, a tool validation loop, and a knowledge base for missing parameter values.
Toolllm: Facilitating large language models to master 16000+ real-world apis,
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ToolFactory: Automating Tool Generation by Leveraging LLM to Understand REST API Documentations
ToolFactory converts natural-language REST API documentation into AI-agent tools via a soft-prompt-tuned Llama extractor, a tool validation loop, and a knowledge base for missing parameter values.