Gorilla: Retrieving the Right API
Intermediate
The problem, from first principles
Gorilla (Patil et al., 2023) fine-tunes a model to call APIs and pairs it with a retriever that finds the relevant API documentation for each request. Retrieval keeps the model from inventing APIs that do not exist.
From theory to code
Implement retrieve_api(query, api_docs), returning the API whose description best overlaps the query.
Constraints
- Overlap counts shared lowercase words.
Hints
Hint 1
Split the query and each description into word sets, count shared words, and keep the best API in order.
Keywords
research-papersagentstool-useapis
Python
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