
Discover how generative artificial intelligence blends machine learning, deep learning, and natural language processing to generate text, images, and audio, and learn to build Python apps with OpenAI and LangChain.
Install the OpenAI Python library, configure your API key, and explore GPT language models to draft documents, write code, and translate texts while learning tokenization and token usage.
Configure a Python project to use the OpenAI API by loading environment variables, setting the API key, installing the OpenAI library, selecting GPT 3.5 turbo, and defining a test prompt.
Define a prompt and call the OpenAI API to generate completions, test responses, adjust token limits, and loop for continuous user queries with token usage insights.
Learn to build AI powered chatbots in Python by setting up a project and virtual environment, installing packages, and using the chat completion API with GPT-3.5 Turbo and OpenAI.
Generate and save images from prompts like enchanted forest and old oak tree with sunlight, then read from image folder and display them in a two-column streamlit gallery with captions.
Load documents as a data source, split them into chunks, and build an AI assistant trained on custom data using chroma as a vector store and embeddings.
Since the launch of ChatGPT and OpenAI API models, generative AI has revolutionized the tech landscape, opening up endless possibilities for innovation in software and web development.
This course, " Generative AI with Python: Build Apps in OpenAI & LangChain " is your comprehensive guide to harnessing the power of generative AI to create cutting-edge Python applications.
Join us as you dive into the world of generative AI, starting with the fundamentals and progressing to advanced techniques. You’ll learn how to use the OpenAI API to build and customize AI-powered chatbots, integrate them into your applications, and extend their capabilities using function calling.
Explore other generative models like DALL-E for image generation and the Whisper Audio API for speech-to-text applications, gaining hands-on experience with the latest tools and technologies.
The course also covers how to build custom-knowledge chatbots using LangChain, embeddings, and ChromaDB, enabling you to create intelligent, context-aware AI solutions tailored to specific domains.
Through practical exercises, real-world examples, and step-by-step guidance, you’ll gain the skills and confidence to innovate with generative AI.
Whether you’re a Python developer, web developer, or AI enthusiast, this course will equip you with the knowledge to stay ahead in the rapidly evolving tech landscape.
Enroll now and start building the future of AI-powered applications today!