8 LLMs on structured data
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In this chapter, we are going to cover yet another great capabilities of Large Language Models: the ability to handle structured, tabular data. We will see how, thanks to plug-ins and an agentic approach, we can use LLMs as a natural language interface between us and our structured data, reducing the gap between the business user and the structured information.During this chapter, we will cover the following topics:
- Introduction to the main structured data systems
- Using tools and plug-ins to connect LLMs to tabular data
- Building a Database copilot with LangChain
By the end of this chapter, you will be able to build your own natural language interface towards your data estate, also combining unstructured with structured sources.
Technical requirements
- Hugging Face account and user access token.
- OpenAI account and user access token.
- Python 3.7.1 or later version.
- Python packages....
