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Скачать или смотреть Master LangChain for AI: Build Powerful AI-Powered Apps in 2025 | Comprehensive Tutorial

  • Briwaysol
  • 2024-09-25
  • 375
Master LangChain for AI: Build Powerful AI-Powered Apps in 2025 | Comprehensive Tutorial
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Описание к видео Master LangChain for AI: Build Powerful AI-Powered Apps in 2025 | Comprehensive Tutorial

Unlock the potential of LangChain in 2025 with our comprehensive tutorial designed for AI enthusiasts and developers. This course offers a step-by-step guide to integrating large language models (LLMs) into your applications, leveraging LangChain's capabilities.

Course Highlights:

Introduction to LangChain: Explore the fundamentals and significance of LangChain in the AI ecosystem.
Setting Up LangChain: Detailed instructions on installing and configuring LangChain in Python, including integrations with models like OpenAI's GPT and Google Gemini.
Building Intelligent Applications: Learn to create applications capable of text processing, API integration, and more, with real-world use cases such as:
Summarizing extensive documents.
Answering questions using contextual data.
Automating workflows with LLMs.
Deep Dive into LangChain Components: Understand core components like Document Loaders, Text Splitters, Vector Stores, and Chains.
Embeddings and Vectorization: Master embedding data and storing it in FAISS for efficient retrieval and similarity search.
Integrating with Google Generative AI: Learn to combine LangChain with Google Generative AI to build conversational agents and question-answering systems.
Advanced Topics: Customize prompt templates, develop conversational chains, and manage vector databases for scalable AI applications.
Practical Projects: Engage in hands-on projects, including:
Developing PDF Chatbots that interact based on PDF content.
Creating question-answering applications using context-specific data.
Deploying LangChain Applications: Guidance on deploying your LangChain-powered AI apps to cloud or local servers for real-world use.
Who Should Enroll:

AI Enthusiasts & Researchers: Individuals curious about integrating language models into practical applications.
Developers & Engineers: Professionals aiming to enhance their AI development skills with LangChain.
Data Scientists: Experts working with large text data seeking AI-driven insights and workflow automation.
Prerequisites:

Basic knowledge of Python is recommended.
Familiarity with APIs and machine learning concepts is beneficial but not mandatory.
Join us in mastering LangChain to build powerful AI applications in 2025 and beyond!

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