GenAI & LLMs | Video 2 | Part 4 | Solution for Assignment-1 | Venkat Reddy AI Classes
Code file - https://colab.research.google.com/dri...
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In this detailed tutorial, we explore various ways to access open-source large language models (LLMs), essential for generative AI projects. The video guides you through using OpenAI's paid API and alternatives like Cohere for free trials. Key installations like LangChain, OpenAI, and LangChain Community are covered, ensuring you have the tools needed for LLMs. We also demonstrate how to set up API keys, use these models to generate business ideas, and create multiple-choice questions using Pandas and NumPy.
Additionally, you’ll learn how to build logistic regression models and perform model validation, including accuracy checks. The video concludes with an introduction to handling image data for extracting information from invoices and discusses key considerations in prompt engineering. Perfect for AI enthusiasts and developers, this tutorial offers practical steps to integrate LLMs into your projects seamlessly.
#OpenSourceLLMs #LangChain #CohereAI #OpenAI #GenerativeAI #MachineLearning #APIAccess #PythonProgramming #DataScience #AIModels