Search the Community

Published 6/2024 Created by Paulo Dichone | Software Engineer, AWS Cloud Practitioner & Instructor MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch Genre: eLearning | Language: English | Duration: 32 Lectures ( 2h 16m ) | Size: 1.57 GB Leverage AI and LangChain to Build Advanced Database Query Agents and Interactive Applications What you'll learn: Master Database AI Agents: Understand AI agents and use them to solve complex problems with natural language database interactions. Build AI Agents with LangChain: Create AI agents using LangChain to read, interpret, and query data from CSV files and SQL databases. Implement Function Calling: Enable AI agents to execute specific functions like querying databases and returning structured results. Develop Interactive Apps: Create interactive applications with Streamlit for user queries and dynamic AI responses. Requirements: Basic Programming Knowledge: Familiarity with Python programming is recommended to follow along with the course content and examples. OpenAI API Key: An OpenAI API key is required to use the OpenAI services. Note that using the API might incur minimal costs. Description: Unlock the potential of artificial intelligence with Mastering Database AI Agents: Build Interactive Applications with LangChain. This comprehensive course empowers you to create sophisticated AI agents capable of interacting with databases using natural language. Perfect for developers, data professionals, business analysts, and tech enthusiasts, this course will elevate your skills and enhance your ability to build AI-driven applications.What You'll LearnUnderstand AI Agents: Grasp the core concepts of AI agents and their applications in solving complex database-related problems.Build with LangChain: Use the LangChain framework to construct AI agents that can seamlessly read, interpret, and query data from CSV files and SQL databases.Implement Function Calling: Learn to implement function calling within AI agents, enabling efficient execution of specific database queries and returning structured results.Develop Interactive Applications: build user-friendly, interactive applications that allow dynamic AI-driven query responses.Key Topics CoveredIntroduction to AI agents and their practical usesDetailed walkthrough of the LangChain frameworkCreating AI agents that can handle CSV and SQL dataImplementing advanced function calling for database interactionsBuilding interactive applicationsCourse HighlightsPractical projects and real-world examplesStep-by-step instructions for building and deploying AI agentsInsights into creating dynamic, user-interactive applicationsAccess to a community of learners and expert instructors for supportWho Should EnrollDevelopers and Programmers: Enhance your AI and database interaction skills to build advanced applications.Data Professionals: Automate and streamline data querying and analysis tasks with AI.Business Analysts: Utilize AI to extract meaningful insights from large datasets using natural language queries.Tech Enthusiasts: Explore AI agents and interactive applications to stay ahead in the tech world.PrerequisitesBasic programming knowledge (Python recommended)Understanding of SQL and databasesComputer with internet accessOpenAI API key (minimal costs may apply)Join us on Udemy and transform your approach to database interactions with AI. Enroll now to start building powerful, AI-driven applications today! Who this course is for: Developers and Programmers: Individuals who are looking to expand their skills in AI and database interactions, and who want to learn how to create sophisticated AI agents using the LangChain framework. Data Professionals: Data analysts, data scientists, and database administrators who wish to leverage AI for automating data querying and analysis tasks, enhancing their productivity and efficiency. Business Analysts: Professionals who analyze business data and are interested in utilizing AI to generate insights from large datasets through natural language queries. Tech Enthusiasts: Anyone with a passion for technology and AI who wants to learn how to build interactive applications that can process and respond to user queries dynamically. Homepage