Learn Real-World AI Projects Using LangChain, OpenAI, and DeepLake Vectorstores in Python
Hello there, future AI developers! Welcome to a course designed to turn you into an AI powerhouse. You’re in the right place if you’re looking to build real-world applications using Large Language Models (LLMs) like GPT-4.
What you’ll learn
- Master LangChain Fundamentals: Gain a deep understanding of LangChain’s architecture and components, enabling you to build versatile AI applications..
- Hands-On AI Projects: Acquire practical skills by building real-world Slack applications like ChatGPT bots and Financial Analysis Systems..
- Data Integration Mastery: Learn to seamlessly integrate Large Language Models with Vector Databases like DeeoLake for data-driven AI solutions..
- Deployment Expertise: Equip yourself with the know-how to deploy AI applications to production, ensuring they are scalable and maintainable..
Course Content
- Understanding Large Language Models –> 9 lectures • 39min.
- Building AI Slack Applications –> 5 lectures • 50min.
- Understanding How Langchain Works –> 11 lectures • 2hr 20min.
- Deploying Slack AI Application to AWS Lambda –> 4 lectures • 1hr 6min.
Requirements
Hello there, future AI developers! Welcome to a course designed to turn you into an AI powerhouse. You’re in the right place if you’re looking to build real-world applications using Large Language Models (LLMs) like GPT-4.
Course Modules:
- Introduction to LangChain: Understand the architecture and components of LangChain.
- Working with LLMs: Learn how to interface with models like GPT-4 and HuggingFace.
- Data Connections: Dive into connecting your LLMs with Vector Databases like ChromaDB.
- Building Slack Apps: Step-by-step guides on creating various Slack applications, each serving a unique purpose.
- Deployment: Master the art of deploying these applications to a production environment.
By the end of this course, you’ll have a portfolio of real-world projects and the skills to build AI applications that are ready for production.
Why This Course?
Comprehensive Coverage: This course takes you through the entire process of building AI applications, starting with the basics of LangChain and progressing to advanced implementations.
Hands-On Projects: You’ll get practical experience by building various Slack applications, including a ChatGPT bot, a Financial Analysis System, a Movie Trivia App, and a Document Chatbot.
Industry-Ready Skills: Learn how to integrate LangChain with Vector Databases like FAISS and Deeplake and how to deploy your applications to production environments.
Ongoing Support: The course will be updated regularly with new content and capabilities, ensuring you stay ahead of the curve.