Mastering AI Agents for Databases
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | 2 Hours Duration | 902.86 MB
Genre: eLearning | Language: English
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.
What you will learn
Build and deploy AI agents for efficient database management
Integrate and interact with CSV and SQL databases using AI agents
Customize AI agent responses with advanced prompting techniques
Develop user-friendly interfaces using Streamlit
Implement OpenAI function calling for enhanced database functionalities
Use OpenAI Assistants API for advanced AI-driven database solutions
Audience
This course is designed for database administrators, data scientists, and software developers with a basic understanding of AI and programming concepts. Prior experience with databases and Python is recommended to fully benefit from the course.
About the Author
Paulo Dichone:
Paulo Dichone, a dedicated developer and educator in Android, Java, and Flutter, has empowered over 80,000 students globally with both soft and technical skills through his platform, Build Apps with Paulo. Holding a Computer Science degree and with extensive experience in mobile and web development, Paulo's passion lies in guiding learners to become proficient developers. Beyond his 5 years of online teaching, he cherishes family time, music, and travel, aiming to make impactful developers irrespective of their background.
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