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OpenAI Assistants API – Course for Beginners

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Published on May 18, 2024 This response is partially generated with the help of AI. It may contain inaccuracies.

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Title: OpenAI Assistants API – Course for Beginners

Channel: freeCodeCamp.org

Description: Learn how to use the OpenAI's Assistants API to build powerful AI assistants. In this course, we'll explore how to leverage the Assistants API by OpenAI to create dynamic, intelligent web apps using Streamlit.

Tutorial:

  1. Introduction: Watch the video to understand the basics of using OpenAI's Assistants API for building AI assistants.

  2. What’s This Course About - What Will You Learn?: Gain insights into the course content and what you can expect to learn throughout the tutorial.

  3. Pre-requisites: Ensure you have the necessary prerequisites in place before starting the tutorial.

  4. Python and Dev tools Set up: Set up Python and necessary development tools on your system.

  5. VS Code Installation: Install Visual Studio Code on your machine for coding purposes.

  6. OpenAI Account - Generate an API Key: Create an OpenAI account and generate an API key to access the Assistants API.

  7. What is the Assistants API & Benefits: Understand the benefits of using the Assistants API and the differences between the Chat Completion API and the Assistants API.

  8. Assistants API Building Blocks: Learn about the fundamental building blocks of the Assistants API.

  9. Creating an Assistants API - Manually (Personal Trainer): Follow the tutorial to create an Assistants API manually for a Personal Trainer application.

  10. Creating an Assistants API - In Code (Personal Trainer): Learn how to create an Assistants API programmatically for a Personal Trainer application.

  11. Build a News Summarizer Introduction: Explore how to build a News Summarizer using a Streamlit application.

  12. Create an AssistantsManager Class For our News Summarizer: Implement an AssistantsManager class for the News Summarizer application.

  13. Using the AssistantManager Class to Create an Assistant and run it as a Streamlit App: Utilize the AssistantManager class to create an Assistant and run it as a Streamlit application.

  14. Knowledge Bases Retrieval Tools: Understand how Knowledge Bases Retrieval Tools work and get an introduction to Embeddings.

  15. Build a Study Buddy Streamlit Application: Learn how to build a Study Buddy application using Streamlit.

  16. Run the Study Buddy Streamlit Application and Test: Run the Study Buddy application and test its functionality.

  17. Wrap up and Final Considerations: Wrap up the tutorial and consider the key takeaways from the course.

By following these steps, you will gain a solid understanding of how to use the OpenAI's Assistants API to create intelligent web apps using Streamlit.

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