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Lyzr + OpenAI Integration

Integrating OpenAI’s models into Lyzr enables your applications to utilize the cutting-edge capabilities of models such as GPT-4. This integration requires specifying a set of parameters tailored to OpenAI’s API, including the model name, your API key, and generation controls.

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Configuration Steps

  1. Model Selection: Choose the appropriate OpenAI model for your needs. Models vary in size, capability, and cost. For example, “gpt-4-0125-preview” represents a version of GPT-4.

  2. API Key: Obtain an API key from OpenAI. This key is essential for authenticating your requests to the OpenAI API.

  3. Generation Parameters: Configure generation parameters like temperature and top_p to control the model’s output characteristics.

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Example Configuration

llm_params = {
    "model": "gpt-4-0125-preview",
    "api_key": "sk-<YOUR-API-KEY>",
    "temperature": 0,
    "top_p": 0,
}
  • temperature: A low temperature (e.g., 0) results in more deterministic and less varied output.
  • top_p: Setting top_p to 0 effectively selects the most probable outcomes, reducing randomness.
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