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This project forked from rokbenko/ai-playground

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

Home Page: https://www.youtube.com/@CodeAIwithRok

License: MIT License

JavaScript 10.69% Python 17.63% TypeScript 33.57% CSS 1.41% Jupyter Notebook 36.18% SCSS 0.53%

ai-playground's Introduction

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	Python and Node.js examples on how to build a personal math tutor with the OpenAI Assistants API `v1` using the Code Interpreter tool		GitHub	YouTube
#3	GUI for a personal math tutor	Next.js GUI for the #2 Build a personal math tutor tutorial		GitHub	YouTube
#4	Build a customer support chatbot	Python and Node.js examples on how to build a customer support chatbot with the OpenAI Assistants API `v1` using the Knowledge Retrieval tool		GitHub	YouTube
#5	TUI for a customer support chatbot	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	Python and Node.js TUIs for the #4 Build a customer support chatbot tutorial with response streaming		GitHub	YouTube

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

License

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

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