Unlock the limitless potential of AI and language-based applications with our LangChain Masterclass. This comprehensive course takes you on a transformative journey through LangChain, Pinecone, OpenAI, and LLAMA 2 LLM, guided by industry experts. You'll engage in hands-on projects ranging from dynamic question-answering applications to conversational bots, educational AI experiences, and captivating marketing campaigns. Additionally, you'll delve into summarization-enriched chatbots, multiple-choice quiz creation, CSV data analysis, HR process optimization, email customization, and invoice data extraction. The course also covers text-to-SQL query assistance and customer care call summaries. By the end, you'll possess a robust portfolio of AI applications and a thorough understanding of LangChain's capabilities, ready to revolutionize various AI and software development domains. Designed for those passionate about AI, this course requires only a basic understanding of programming and coding, making curiosity and enthusiasm your most valuable assets.
Importance of Memory in LLM-Powered Apps
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Skills You'll Learn
Prompt Engineering, Natural Language Processing, Generative AI, Semantic Web, Data Processing, Query Languages, Large Language Modeling, Artificial Intelligence, Application Development, OpenAI, Text Mining, Application Programming Interface (API), ChatGPT, Python Programming
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From the lesson
LangChain - Memory Module Concept
In this module, we will focus on the memory modules in LangChain, highlighting the importance of conversation buffer memory and exploring different types of memory to enhance AI interactions by retaining and recalling past conversations.
Taught By
Packt - Course Instructors