| RAG application developer/search index admin | The person responsible for configuring the search index schema, and setting up the indexer and skillset to ingest language model augmented data into the index. GenAI Prompt custom skill allows developers to configure free-form prompts to several models hosted in AI foundry, thereby offering significant flexibility to light up various scenarios. However, developers need to ensure that the combination of data and skills used in the pipeline doesn't produce harmful or unsafe content. Developers also need to evaluate the content generated by the language models for bias, inaccuracies, and incorrect information. Although this task can be challenging for documents at a large scale, it should be one of the first steps when building a RAG application, along with the index schema definition. |
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