I would like to see a tutorial for the agent to interact with a Database to extract meaningful information in natural language.
The ability to interact with databases using natural language is a rapidly evolving field that empowers users to extract meaningful insights from their data without needing to write complex SQL queries. A tutorial on this topic guides developers through the process of creating an intelligent agent capable of understanding user questions, translating them into database queries, and returning answers in a conversational format. This technology has the potential to democratize data access for non-technical users and significantly streamline data analysis workflows.
Talk to database is easy, difficulty is the system design, tools, schemas, context, it is not a tutorial can handle.
I have tried https://vanna.ai/. . They have released a new version. Please excuse me if this is not related to PocketFlow discussion.