INSTALL flockmtl FROM community;
LOAD flockmtl;

-- After loading, any function call will throw an error if the provider's secret doesn't exist

-- Create your provider secret by following the [documentation](https://dais-polymtl.github.io/flockmtl/docs/what-is-flockmtl/). For example, you can create a default OpenAI API key as follows:
D CREATE SECRET (TYPE OPENAI, API_KEY 'your-api-key');

-- Call an OpenAI model with a predefined prompt ('Tell me hello world') and default model ('gpt-4o-mini')
D SELECT llm_complete({'model_name': 'default'}, {'prompt_name': 'hello-world'});
┌──────────────────────────────────────────┐
│ llm_complete(hello_world, default_model) │
│                 varchar                  │
├──────────────────────────────────────────┤
│                Hello world               │
└──────────────────────────────────────────┘

-- Check the prompts and supported models
D GET PROMPTS;
D GET MODELS;

-- Create a new prompt for summarizing text
D CREATE PROMPT('summarize', 'summarize the text into 1 word: {{text}}');

-- Create a variable name for the model to do the summarizing
D CREATE MODEL('summarizer-model', 'gpt-4o', {'context_window': 128000, 'max_output_tokens': 16400});

-- Summarize text and pass it as parameter 
D SELECT llm_complete({'model_name': 'summarizer-model'}, {'prompt_name': 'summarize'}, {'text': 'We support more functions and approaches to combine relational analytics and semantic analysis. Check our repo for documentation and examples.'});