March 7, 2024, 2:02 p.m. | Ruben Aster

Towards AI - Medium pub.towardsai.net

Leverage LangChain SQL Agent and GPT for Document Analysis and Interaction

Image created by Midjourney (a digital document floating inside a database)

I recently tackled a very interesting challenge involving AI’s ability to digitalize a vast amount of documents and enable a user to ask complex, data-related questions on these documents, like

  • Data Retrieval Questions: These involve fetching specific data points or sets of data from the database, such as “How many products are in the ‘electronics’ category?” or “What …

agent analysis challenge data database digital document document management documents generative ai tools gpt inside langchain massive midjourney python questions retrieval sql sqlite vast

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