rokbenko / ai-playground

Code from tutorials presented on the "Code AI with Rok" YouTube channel

Code from tutorials presented on
the Code AI with Rok
YouTube channel

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OpenAI

	Tutorial title	Tutorial description	Tech stack	Links
#1	Get response in JSON format	Python and Node.js examples on how to get a JSON response		GitHub	YouTube
#2	Build a personal math tutor* *Assistants API v1 beta	Python and Node.js examples on how to build a personal math tutor with the OpenAI Assistants API v1 beta using the Code Interpreter tool		GitHub	YouTube
#3	GUI for a personal math tutor* *Assistants API v1 beta	Next.js GUI for the #2 Build a personal math tutor tutorial		GitHub	YouTube
#4	Build a customer support chatbot* *Assistants API v1 beta	Python and Node.js examples on how to build a customer support chatbot with the OpenAI Assistants API v1 beta using the Knowledge Retrieval tool		GitHub	YouTube
#5	TUI for a customer support chatbot* *Assistants API v1 beta	Python and Node.js TUIs for the #4 Build a customer support chatbot tutorial		GitHub	YouTube
#6	TUI for a customer support chatbot with response streaming* *Assistants API v1 beta	Python and Node.js TUIs for the #4 Build a customer support chatbot tutorial with response streaming		GitHub	YouTube
#7	Assistants API v1 to v2 beta migration	Examples on how to migrate the OpenAI Assistants API v1 to v2 beta: Python TUI for the File Search tool Node.js TUI for the File Search tool Python TUI for the Code Interpreter tool Node.js TUI for the Code Interpreter tool Next.js GUI for the File Search tool and Code Interpreter tool Streamlit GUI for the File Search tool and Code Interpreter tool		Coming soon... ✨	Coming soon... ✨

Gemini

	Tutorial title	Tutorial description	Tech stack	Links
#1	Gemini Pro API starter	Python and Node.js examples on how to use the Gemini Pro API		GitHub	YouTube
#2	Vertex AI Gemini Pro API starter	Python and Node.js examples on how to use the Vertex AI Gemini Pro API		GitHub	YouTube

LlamaIndex

	Tutorial title	Tutorial description	Tech stack	Links
#1	Create Llama app	Instructions on how to create a LlamaIndex chat streaming app using the OpenAI model and Next.js GUI with 1 command in 2 minutes		GitHub	YouTube
#2	GUI for a travel recommendation RAG	Streamlit GUI for a travel recommendation streaming RAG using LlamaIndex with an OpenAI model		GitHub	YouTube
#3	Eval of a travel recommendation RAG	Evaluation of the #2 GUI for a travel recommendation RAG tutorial		GitHub	YouTube

Fetch.ai

	Tutorial title	Tutorial description	Tech stack	Links
#1	uAgents starter	Python examples on how to create an agent with a startup task, create an agent with an interval task, create an agent and get its address, and create a stateful agent		GitHub	YouTube
#2	uAgents communication	Python examples on how to make agents communicate with each other locally or remotely using Almanac contracts		GitHub	YouTube

spaCy

	Tutorial title	Tutorial description	Tech stack	Links
#1	Add a new entity label to NER	Jupyter Notebook example on how to add a new entity label to spaCy's default NER		GitHub	YouTube

Milvus

	Tutorial title	Tutorial description	Tech stack	Links
#1	Milvus Standalone starter	Python and Node.js examples on how to install Milvus Standalone using Docker, connect to a Milvus server and list all collections		GitHub	YouTube
#2	Attu starter	Instructions on how to run Attu, a GUI for Milvus, using Docker		GitHub	YouTube
#3	Text similarity search	Python example on how to do text similarity search with Milvus (Note: input vector is calculated with spaCy)		GitHub	YouTube

⭐ Star history

🤝 Contributing

Thank you for considering contributing to my repository. While I don't accept direct additions of tutorials, I warmly welcome contributions in the following forms:

• Reporting major issues: Found a bug, or error? Feel free to open an issue on GitHub. Be sure to provide as much detail as possible, including steps to reproduce the issue.
• Fixing minor issues: Found a typo, grammatical error, or other small issue? Feel free to open a pull request to fix them directly.
• Making suggestions: Have an idea how I can enhance my tutorials or topics I should cover? Share your thoughts by creating a new issue outlining your suggestion. I'll carefully consider all reasonable ideas.

To contribute, do the following:

1. Fork this repository.
2. Make your desired changes.
3. Create a commit and push the changes.
4. Create a pull request.

I'll review your pull request and get back to you as soon as possible.

📄 License

This project is open source and available under the MIT License.

ai-playground's Issues

400 User location is not supported for the API use.

400 User location is not supported for the API use.