What you'll learn
Grasp LangChain & LLMs: Dive deep into their functionalities and core mechanisms.
Master LangChain Modules: Understand Parsers, Memory, Routers, and their interplay.
Hands-on Tool Creation: Learn to build tools using LangChain, Embeddings, and Document Splitting.
Craft Real-World AI Apps: Develop applications like Bill Extractor and Multi-doc Chatbot.
Optimize AI Performance: Learn best practices for efficient, scalable LangChain implementations.
Requirements
Some programming experience required
We'll be using Python in this course; although you don't need to know Python for this course, you do however need to have some programming experience
Description
Welcome to the ultimate guide on building autonomous AI tools using LangChain, OpenAI APIs and LLMs.Whether you're an AI novice or a tech enthusiast eager to upgrade your skills, this course will help you harness the power of large language models (LLMs) like GPT-4 to create next-generation applications.Dive deep into the transformative world of LangChain and Large Language Models (LLMs) with this comprehensive course tailored for novices and seasoned professionals. This meticulously designed curriculum offers you a step-by-step journey through the unique facets of LangChain — from understanding its intricate layers, such as Parsers, Memory, and Routers, to mastering the tools it offers like Vectorstores and Embeddings.But we don't stop at theory. Our hands-on approach ensures you apply your newfound knowledge through engaging real-world applications. Discover how to extract crucial information with a Bill Extractor Application, engage users through a Multi-document Chatbot, and convert imagery into textual data. What You'll Learn:Dive deep into the world of LangChain and LLMs.Unlock the mysteries of Large Language Models (LLMs) and their application.Craft several real-world projects that showcase the true potential of LangChain and LLMs.Gain insights from detailed case studies across diverse industries.By the end of this course, you won't just understand LangChain; you'll be ready to implement it in diverse scenarios, pushing the boundaries of what's possible with AI.
Who this course is for
Data Scientists: Individuals keen on integrating advanced AI models and LangChain tools into their data-driven projects for enhanced insights and automation.
Product Managers: Professionals looking to incorporate cutting-edge AI features into their products, enhancing user experience and solution capabilities.
AI Enthusiasts: Anyone passionate about the AI realm, eager to expand their knowledge horizon with the intricacies of LangChain and real-world applications.
Tech Innovators: Entrepreneurs and startup founders aiming to leverage LangChain's capabilities to pioneer next-generation solutions in the market.
Programmers: Coders and developers aiming to diversify their skill set by mastering LangChain, opening doors to novel AI-driven development opportunities.
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