Model renaming API ids?

[lucasmalta]

I am having issues running the langchain website example for accessing the Spotify API using OpenAPI agents.

The query is "create a playlist. Call it queen," which would need a POST to /users/{user_id}/playlists as defined in the API yaml file. However, the LLM tries to access instead /users/{id}/playlists, which causes a validation error in planner.py (line 225). Note that temperature is zero.. Any ideas on why this is happening? Thanks!

This is my code:

import os, yaml
from langchain.agents.agent_toolkits.openapi.spec import reduce_openapi_spec
from langchain.requests import RequestsWrapper
from langchain.llms.openai import OpenAI
from langchain.agents.agent_toolkits.openapi import planner
import spotipy.util as util

if __name__ == '__main__':
    with open("spotify_openapi.yaml") as f:
        raw_spotify_api_spec = yaml.load(f, Loader=yaml.Loader)
    spotify_api_spec = reduce_openapi_spec(raw_spotify_api_spec)

    def construct_spotify_auth_headers(raw_spec: dict):
        scopes = list(raw_spec['components']['securitySchemes']['oauth_2_0']['flows']['authorizationCode']['scopes'].keys())
        access_token = util.prompt_for_user_token(os.environ['SPOTIFY_USERNAME'], scope=','.join(scopes))
        return {
            'Authorization': f'Bearer {access_token}'
        }

    # Get API credentials.
    headers = construct_spotify_auth_headers(raw_spotify_api_spec)
    requests_wrapper = RequestsWrapper(headers=headers)

    llm = OpenAI(model_name='gpt-3.5-turbo', temperature=0.0)
    spotify_agent = planner.create_openapi_agent(spotify_api_spec, requests_wrapper, llm)
    user_query = "create a playlist. Call it queen"
    spotify_agent.run(user_query)