GenerativeAI: GPT, Function calling, Whisper, LangChain

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Hands-on projects (JS & Python) to get started fast with Conversational AI, Speech-to-text, Function calling & LangChain

– The OpenAI API is one of the most exciting advancements in the world of natural language and code processing.

– Its powerful models and flexible endpoints offer a wealth of possibilities for web developers looking to take their skills to the next level.

– In this course, you’ll dive into the world of OpenAI APIs and GPT language models. Our focus will be on the completions endpoint and how it can be applied to text completion and various other language-processing tasks.

– Students will work on an end-to-end Generative AI project incorporating the learned concepts.

The course includes Projects, Hands-on Labs, Case Studies and Real-world Applications.

# 1:  Introduction to Generative AI :

• with the OpenAI API to solve a wide range of language processing tasks, including :
  • content generation, summarization, semantic search, and sentiment analysis
• a quickstart Tutorial to gain experience and build your first AI-powered application with the APIs and the large language models (LLMs).
  • You will learn how to build a simple sample node application.
  • Along the way, you’ll learn key concepts and techniques :
    • authentication with the API key,
    • prompt design, adjust settings and generate completions

# 2: The Chat models Models:

• explore the different language models available through the OpenAI API, including the cutting-edge GPT language model
• integrate the Chat completion API to create an AI-agent

# 3: Speech-to-Text

• discover the Audio Whisper API to turn audio files into transcriptions
• implementing Speech-to-Text to convert podcast audio samples into text

# 4: Function Calling in AI Systems

• extend the LLMs capacities
• and give the language models the ability to call external APIs and generate extended responses.

# 5: Experiment with LangChain :  a framework to easily create applications with the generative models

# Target and intended audience

Whether you’re a seasoned web developer with years of experience or just starting, this course is designed to help you take your skills to the next level.

• For Web Developers of All Levels
• Basics of Node JS, ReactJS, and Python
• No prior programming experience is required, and the course is suitable for developers of all levels, from beginners to advanced.

# Requirements and prerequisites for the course :

• Basics of web development: HTML,  CSS
• Some basic programming language
• The javascript fundamentals and Python

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