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Marlene Mhangami

@marlene_zw • 25,303 subscribers

Python & AI @github @Microsoft (Core AI)🐍✨ Chair @TheOfficialACM, @ThePSF Fellow. Seeing open futures👁️ ex: @nvidia|@voltrondata|@pyconafrica chair👩🏾‍💻🌍❤️

Shorts

I recently saw a thread of an AI tool (D-ID) that can turn a single image into a video when given text or an audio file✨ I decided to see if I could build something similar using only #python and #opensource models🐍💕 I managed to do it in a few hours!!! Here's the result👩🏾‍💻

I recently saw a thread of an AI tool (D-ID) that can turn a single image into a video when given text or an audio file✨ I decided to see if I could build something similar using only #python and #opensource models🐍💕 I managed to do it in a few hours!!! Here's the result👩🏾‍💻

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Videos

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I made an agent using GitHub Copilot SDK to help me become a running influencer🏃🏾‍♀️✨ Here's the Python code you can use to build an agent that uses MCP and Skills to: - draft and send email - design pitch decks - make a website Copilot CLI then runs all of this in a workflow🐍

I made an agent using GitHub Copilot SDK to help me become a running influencer🏃🏾‍♀️✨ Here's the Python code you can use to build an agent that uses MCP and Skills to: - draft and send email - design pitch decks - make a website Copilot CLI then runs all of this in a workflow🐍

Marlene Mhangami

34,462 views • 4 months ago

A bit late in the day, but lets build a mini-chatgpt in a few lines of Python code👩🏾‍💻🐍✨ We'll use langchain-azure-ai to access Github models (which lets us build with llms for free), and then create a chat interface with streamlit💜 Did it it in *almost* 5mins😂 Code below!

A bit late in the day, but lets build a mini-chatgpt in a few lines of Python code👩🏾‍💻🐍✨ We'll use langchain-azure-ai to access Github models (which lets us build with llms for free), and then create a chat interface with streamlit💜 Did it it in almost 5mins😂 Code below!

Marlene Mhangami

30,590 views • 10 months ago

Open source/weight models are often used in regulated industries like Health Care or Financial Services, where they handle personally identifiable data, and can't send it to proprietary LLM providers. We recently chatted to Vaibhav (VB) Srivastav about the partnership VS Visual Studio Code and Hugging Face inference providers have to let you use open weight models directly in your IDE! Something that surprised me was just how fast inference providers like Cerebras make it to generate code! In this episode we made a journaling CLI tool using Qwen! I personally love open source and hope more of these models will become small enough to run locally!

Open source/weight models are often used in regulated industries like Health Care or Financial Services, where they handle personally identifiable data, and can't send it to proprietary LLM providers. We recently chatted to Vaibhav (VB) Srivastav about the partnership VS Visual Studio Code and Hugging Face inference providers have to let you use open weight models directly in your IDE! Something that surprised me was just how fast inference providers like Cerebras make it to generate code! In this episode we made a journaling CLI tool using Qwen! I personally love open source and hope more of these models will become small enough to run locally!

Marlene Mhangami

18,215 views • 6 months ago

Guido created Python over the Christmas holidays🎄✨ after deciding to build something for himself that he found useful and enjoyable! He open sourced it online, with no ambitious expectations! Pythonistas if you plan to build over the holidays, build something you love🐍❤️

Guido created Python over the Christmas holidays🎄✨ after deciding to build something for himself that he found useful and enjoyable! He open sourced it online, with no ambitious expectations! Pythonistas if you plan to build over the holidays, build something you love🐍❤️

Marlene Mhangami

13,453 views • 6 months ago

Here's my first attempt at a short form video explaining 4 things you should know about MCP👩🏾‍💻✨ I'm trying to give relaxed and relatable 😌🌳 At the very least the people around me were also able to learn about MCP!

Here's my first attempt at a short form video explaining 4 things you should know about MCP👩🏾‍💻✨ I'm trying to give relaxed and relatable 😌🌳 At the very least the people around me were also able to learn about MCP!

Marlene Mhangami

15,939 views • 10 months ago

Here's how to build your first MCP tool and server with less than 10 Lines of Python code🐍✨ Tried to make this video as short as possible and show the code, the json config and running the server in vs code with github copilot💜

Here's how to build your first MCP tool and server with less than 10 Lines of Python code🐍✨ Tried to make this video as short as possible and show the code, the json config and running the server in vs code with github copilot💜

Marlene Mhangami

14,113 views • 10 months ago

Had so much fun experimenting with DeepSite this week👩🏾‍💻🐳I just published: DeepSite: Build Apps in 2mins with DeepSeek R1 The app uses Typescript, so I took it apart and re-wrote it in Python🐍✨ Surprised by how little code you need, links to code and full video in thread👇🏾

Had so much fun experimenting with DeepSite this week👩🏾‍💻🐳I just published: DeepSite: Build Apps in 2mins with DeepSeek R1 The app uses Typescript, so I took it apart and re-wrote it in Python🐍✨ Surprised by how little code you need, links to code and full video in thread👇🏾

Marlene Mhangami

11,100 views • 1 year ago

I've been experimenting with the latest version of AutoGen + Swarm to create teams of agents and it's such a vibe🤖 Here's an investment team, that generates a report and suggests whether to invest based on stock prices and news. It's apparently still a good to buy NVDIA🙏🏾✨

I've been experimenting with the latest version of AutoGen + Swarm to create teams of agents and it's such a vibe🤖 Here's an investment team, that generates a report and suggests whether to invest based on stock prices and news. It's apparently still a good to buy NVDIA🙏🏾✨

Marlene Mhangami

11,072 views • 1 year ago

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