Create a complete AI agent from the bottom up using LangChain and DuckDB
SQL has historically served as the elemental language for almost all of knowledge analytics duties. We regularly give you questions that want knowledge to get solutions. SQL is important for changing enterprise necessities into executable code for knowledge retrieval. Nonetheless, with AI, we will develop an AI agent able to addressing enterprise inquiries with out necessitating SQL experience.
This submit will show the development of an AI agent from inception utilizing LangChain and DuckDB. After constructing your individual AI agent for SQL, you may accomplish knowledge analytics duties pretty shortly. Much more intriguingly, we will use a random dataset from Kaggle to check the AI’s skill to research knowledge in SQL.
- DuckDB: DuckDB is an in-process SQL OLAP database administration system; it’s straightforward to put in & write analytics SQL queries from a CSV/JSON file in seconds.
- LangChain: LangChain is a composable framework to construct with LLMs. Given the fast progress of AI brokers, a key element of creating our brokers is utilizing a framework like LangChian to handle the LLM course of and perform particular…