elementary.unstructured_data_validation
test allows you to validate unstructured data using AI and LLM language models. Instead of writing complex code, you can simply describe what you expect from your data in plain English, and Elementary will check if your data meets those expectations.
For example, you can verify that customer feedback comments are in English, product descriptions contain required information, or support tickets follow a specific format or a sentiment.
claude-3-5-sonnet
databricks-meta-llama-3-3-70b-instruct
gemini-1.5-pro
expectation_prompt
: Describe what you expect from the text in plain Englishllm_model_name
: Specify which AI model to use (see recommendations above for each warehouse)negative_feedbacks
is not actually negative.
organization
) is missing.