Gorilla: Large Language Model Connected with Massive APIs

Abstract

We introduce Gorilla, a finetuned LLM that can write accurate API calls. Gorilla is trained on 1,600+ API documentation pages and outperforms GPT-4 on writing API calls.

Key Contributions

• →API-aware LLM fine-tuning
• →APIBench dataset
• →Retrieval-augmented API calling

Topics