Mastering AI agents for databases

Embark on a journey to master the integration of AI agents with databases, an essential skill for modern data management and analysis. This course begins with a thorough introduction to AI agents, exploring their functionality and various use cases. You'll set up a robust development environmen...

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Detalles Bibliográficos
Autor Corporativo: Packt Publishing, publisher (publisher)
Otros Autores: Dichone, Paulo, instructor (instructor)
Formato: Vídeo online
Idioma:Inglés
Publicado: [Birmingham, United Kingdom] : Packt Publishing [2024]
Edición:[First edition]
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009842236606719
Descripción
Sumario:Embark on a journey to master the integration of AI agents with databases, an essential skill for modern data management and analysis. This course begins with a thorough introduction to AI agents, exploring their functionality and various use cases. You'll set up a robust development environment, ensuring a solid foundation for the advanced topics ahead. Dive into building your first AI agent with LangChain, where you'll learn to create, run, and optimize AI agents for diverse database scenarios. The course covers CSV and SQL database agents, demonstrating how to read data, customize responses, and enhance user interaction with Streamlit. You'll gain proficiency in creating intuitive and efficient AI solutions tailored to database management. As the course progresses, you'll explore OpenAI's function calling capabilities and learn to leverage the Assistants API for SQL databases. This hands-on experience will equip you with the skills to implement, test, and deploy AI-driven database solutions, ensuring you're at the forefront of technological advancements. The course concludes with insights into future trends and next steps in your AI and database journey.
Descripción Física:1 online resource (1 video file (2 hr., 17 min.)) : sound, color
ISBN:9781836640592