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Summarize private documents using RAG, LangChain, and LLMs | View in the Skills Network Catalog

Use IBM watsonx.ai, LangChain, and RAG to enable LLMs to retrieve information from your own private document. Learn to split, embed, and summarize vast amounts of texts with advanced LLMs, crafting a smart agent that not only retrieves and condenses information, but also remembers your interactions. If you're looking to revolutionize data handling, this tutorial offers hands-on experience in AI-driven document management, setting a new standard in efficiency.

Build an AI assistant for aircraft maintenance | View in the Skills Network Catalog

Create an AI assistant to parse data and retrieve complex private information for tasks like aircraft building. Learn to use RAG patterns with a powerful LLM (like Llama2), and create an effective user interface for data utilization.

Exploratory Data Analysis (EDA) for Data Science and ML | View in the Skills Network Catalog

Exploratory Data Analysis (EDA) is a vital first step for any data science or machine learning project. Learn how to perform effective EDA for regression and classification! In this beginner-friendly, hands-on project you learn how basic EDA can provide vital insights into your data, and how you can use this information to improve your models.

Updates

Generative AI: Prompt Engineering Basics | View in the Skills Network Catalog

Learn how to improve the effectiveness of your AI by using the latest prompt engineering techniques. Apply best practices for creating prompts and explore examples of impactful prompts. Practice common prompt engineering techniques and approaches for writing effective prompts for different LLMs.