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GenAI & LLMs | Video9 |Part1 | Mastering Chatbots & Memory with Langchain | Venkat Reddy AI Classes
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In this video, we delve into the intricacies of LangChain memory and chatbots, providing a detailed comparison between OpenAI() and ChatOpenAI(). We explore how ConversationBufferMemory() enhances the chat experience by maintaining the context of conversations. You'll learn about the different types of messages—Human, AI, and System Messages—and how they interact within a chatbot framework.
Additionally, we cover ConversationSummaryMemory, which helps in summarizing ongoing dialogues, and ConversationEntityMemory, which focuses on tracking entities throughout the conversation. This video is packed with essential insights for building sophisticated chatbots using LangChain.
Topics Covered:
OpenAI() vs ChatOpenAI()
ConversationBufferMemory()
Human, AI, and System Messages
ConversationSummaryMemory
ConversationEntityMemory
#LangChain #Chatbots #AI #OpenAI #ConversationalAI #ChatOpenAI #MemoryManagement #AIChatbot #NaturalLanguageProcessing #NLP #DataScience #MachineLearning #ArtificialIntelligence #DataProcessing #TechTutorial #PythonProgramming #DataScienceTools #LearnDataScience #AI #ML
These videos offer a comprehensive guide to understanding and building advanced chatbots with LangChain, making them a valuable resource for anyone interested in conversational AI and memory management.
Access the full playlist
In this video, we delve into the intricacies of LangChain memory and chatbots, providing a detailed comparison between OpenAI() and ChatOpenAI(). We explore how ConversationBufferMemory() enhances the chat experience by maintaining the context of conversations. You'll learn about the different types of messages—Human, AI, and System Messages—and how they interact within a chatbot framework.
Additionally, we cover ConversationSummaryMemory, which helps in summarizing ongoing dialogues, and ConversationEntityMemory, which focuses on tracking entities throughout the conversation. This video is packed with essential insights for building sophisticated chatbots using LangChain.
Topics Covered:
OpenAI() vs ChatOpenAI()
ConversationBufferMemory()
Human, AI, and System Messages
ConversationSummaryMemory
ConversationEntityMemory
#LangChain #Chatbots #AI #OpenAI #ConversationalAI #ChatOpenAI #MemoryManagement #AIChatbot #NaturalLanguageProcessing #NLP #DataScience #MachineLearning #ArtificialIntelligence #DataProcessing #TechTutorial #PythonProgramming #DataScienceTools #LearnDataScience #AI #ML
These videos offer a comprehensive guide to understanding and building advanced chatbots with LangChain, making them a valuable resource for anyone interested in conversational AI and memory management.
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