llm,    agent=AgentType.OPENAI_FUNCTIONS,    verbose=True,    agent_kwargs=agent_kwargs,)agent.run("how many different artists are there?")            > Entering new  chain...        Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT artist_name) AS num_artists FROM artists'}`            Error: (sqlite3.OperationalError) no such table: artists    [SQL: SELECT COUNT(DISTINCT artist_name) AS num_artists FROM artists]    (Background on this error at: https://sqlalche.me/e/20/e3q8)    Invoking: `sql_db_list_tables` with `{}`            MediaType, Track, Playlist, sales_table, Customer, Genre, PlaylistTrack, Artist, Invoice, Album, InvoiceLine, Employee    Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT artist_id) AS num_artists FROM Artist'}`            Error: (sqlite3.OperationalError) no such column: artist_id    [SQL: SELECT COUNT(DISTINCT artist_id) AS num_artists FROM Artist]    (Background on this error at: https://sqlalche.me/e/20/e3q8)    Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT Name) AS num_artists FROM Artist'}`            [(275,)]There are 275 different artists in the database.        > Finished chain.    'There are 275 different artists in the database.'PreviousStreaming final agent outputNextToolsCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.
This notebook shows how to use the OpenAI functions agent with arbitrary toolkits.
This notebook shows how to use the OpenAI functions agent with arbitrary toolkits. ->: llm,    agent=AgentType.OPENAI_FUNCTIONS,    verbose=True,    agent_kwargs=agent_kwargs,)agent.run("how many different artists are there?")            > Entering new  chain...        Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT artist_name) AS num_artists FROM artists'}`            Error: (sqlite3.OperationalError) no such table: artists    [SQL: SELECT COUNT(DISTINCT artist_name) AS num_artists FROM artists]    (Background on this error at: https://sqlalche.me/e/20/e3q8)    Invoking: `sql_db_list_tables` with `{}`            MediaType, Track, Playlist, sales_table, Customer, Genre, PlaylistTrack, Artist, Invoice, Album, InvoiceLine, Employee    Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT artist_id) AS num_artists FROM Artist'}`            Error: (sqlite3.OperationalError) no such column: artist_id    [SQL: SELECT COUNT(DISTINCT artist_id) AS num_artists FROM Artist]    (Background on this error at: https://sqlalche.me/e/20/e3q8)    Invoking: `sql_db_query` with `{'query': 'SELECT COUNT(DISTINCT Name) AS num_artists FROM Artist'}`            [(275,)]There are 275 different artists in the database.        > Finished chain.    'There are 275 different artists in the database.'PreviousStreaming final agent outputNextToolsCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.