Result Summarizer Transformer

This LLM-based summarizer is the center piece of Retrieval Augmented Generations. It uses the found search results to generate an answer to the input query.

This summarizer is based on Open AI GPT and has the following configuration parameters

  • GPT Endpoint is determines the endpoint for a deployed GPT on Azure OpenAI in the format https://<baseUrl>>.openai.azure.com/openai/deployments/<deploymentName>

  • Password is the (admin) API key as provided in your Azure OpenAI configuration

  • Fieldname to summarize: defines which field should be used from the response to generate the answer

  • Number of results to combine in one response: defines how many of the top X results should be used to generate the answer