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.
Text Embedding Walkthrough
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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
Project #3 - Find Similar Things App for Kids
In this module, we will explore word embeddings and their applications in machine learning projects. You will learn to implement text embeddings using LangChain and build an application that helps children understand similar words and objects.
Taught By
Packt - Course Instructors