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TOOLLLM: FACILITATING LARGE LANGUAGEMODELS TO MASTER 16000+ REAL-WORLD APIS 논문리뷰

jinuklee 2024. 9. 18. 00:23

https://arxiv.org/pdf/2307.16789

 

 

 

(i) API collection: we collect 16, 464 real-world RESTful APIs spanning 49 categories from RapidAPI Hub;

(ii) instruction generation: we prompt ChatGPT to generate diverse instructions involving these APIs, covering both single-tool and multi-tool scenarios;

(iii) solution path annotation: we use ChatGPT to search for a valid solution path (chain of API calls) for each instruction.