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Overview
Intensive masterclass on ChatGPT, LangChain, and Python. Make production-ready apps focused on real-world AI integration What you'll learn: Integrate ChatGPT into production-style apps with LangChainUse LangChain components to build complex text generation pipelinesEnhance ChatGPT's output by automatically integrating user feedbackTeach ChatGPT new facts through Retrieval Augmented GenerationExtend LangChain to implement server-to-browser text streamingUse OpenAI Plugins to add new capabilities to ChatGPT, such as database access and code executionUnderstand every line of code we write so you can use these...
Syllabus
- Let's Start - Dive In Here!
- ChatGPT and LangChain Integration
- Deep Dive into Interactions with Memory Management
- Adding Context with Embedding Techniques
- Custom Document Retrievers
- Empower ChatGPT with Tools and Agents
- Pinecone as a Vector Database
- Distributed Text Generation with Celery
- Custom Message Histories
- Streaming Text Generation
Instructor
Stephen Grider
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