LangChain: A Hands-On Guide to Modern AI Application Development
LangChain: A Hands-On Guide to Modern AI Application Development by Glen Patzlaff
English | 2023 | ISBN: N/A | ASIN: B0CQJMFZRT | 76 pages | EPUB | 3.39 Mb
English | 2023 | ISBN: N/A | ASIN: B0CQJMFZRT | 76 pages | EPUB | 3.39 Mb
Learn to build sophisticated AI apps with Python's hottest new framework. This hands-on guide takes you from basic chatbots to advanced assistants that can reason about data.
- Step-by-step projects show you how to create AI-powered apps with LangChain, Streamlit, and Chainlit
- Master prompt engineering fundamentals to elicit accurate responses from large language models
- Build conversational agents that can use calculators, Wikipedia, weather data, and custom tools
- Integrate external APIs to connect your models with real-time data
- Implement retrieval augmented generation (RAG) for context-aware question answering
- Deploy your agents as web apps with Streamlit and Chainlit for easy interaction
- Integration Techniques: Explore how to seamlessly connect with OpenAI's Large Language Models (LLMs) and other AI tools.
- Advanced Concepts Made Simple: Grasp the intricacies of Prompt Templates, Simple Chains, Sequential Chains, and Agents.
- Interactive Learning: Engage in practical exercises like 'Chat with a Document' and adding memory to chat applications.
- Source code provided for all projects