Are there good examples for using with public REST APIs?

[entact-rabo]

I am curious if Gorilla can be directly applied (zero-shot) to public REST APIs, in particularly for biomedical databases, like UniProt? Are there simple examples already created to do this?

[Danielskry]

I created a small Flask API repository Gorilla-Interaction-API to showcase just how good Gorilla can be, even at random tasks like:

# Given query
query: str = "I need to react with three words, word wow, word test, word acting"
# With schema
functions = [
            {
                "name": "React",
                "api_name": "functioncall_react",
                "description": "Find three words from the sentence",
                "parameters":  [
                    {"name": "word1", "description": "A word"},
                    {"name": "word2", "description": "A word"},
                    {"name": "word3", "description": "A word"}
                ]
            }
        ]

Gives:

{
    "function_calls": {
        "api_name": "functioncall_react",
        "parameters": {
            "word1": "\"wow\"",
            "word2": "\"test\"",
            "word3": "\"acting\""
        }
    }
}

Which is easy to pass around in REST APIs, like so:

Generated function_call: functioncall_react(word1="wow", word2="test", word3="acting")
Successful at reacting! Received function call: {
                                            'api_name': 'functioncall_react', 
                                            'parameters': {
                                                'word1': '"wow"',
                                                'word2': '"test"',
                                                'word3': '"acting"'
                                                }
                                            }

Added a PR for the same on #150. It is easy to adjust the methods, schema and queries to the APIs you want to interact with, such as biomedical databases.