Software Engineering
12 learners
LangChain Chat Essentials in Python
Embark on a journey into conversational AI with LangChain in Python. This course equips you with the skills to build sophisticated chat applications, starting with basic message exchanges and advancing to complex conversation management. Discover how to tailor AI responses, laying a strong foundation for innovative natural language processing endeavors.
LangChain
OpenAI
Python
4 lessons
21 practices
3 hours
AI and Machine Learning Fundamentals
Lessons and practices
Crafting Your Own AI Question
Fixing a Common LangChain Mistake
Building a Complete LangChain Script
Switching Providers with LangChain Interface
Choosing Your AI Brain
Limiting AI Responses with Max Tokens
Controlling AI Creativity with Temperature
Expanding Vocabulary with Nucleus Sampling
Reducing Repetition with Frequency Penalty
Encouraging Topic Diversity with Presence Penalty
Exploring the HumanMessage Object Structure
Exploring SystemMessage in LangChain
Fixing Message Format for Chat Models
From Strings to Structured Messages
Creating AI Personas with System Messages
Setting Boundaries with System Messages
Creating Your First Message List
Building a Multi-Turn Tour Guide
Creating Reusable Conversation Functions
Resetting Conversations with Fresh Starts
Managing Multiple Independent Conversation Histories
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