Code With Python – Telegram
Code With Python
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This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho
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This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
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0️⃣ Python
1️⃣ Data Science
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🧠 Build your own ChatGPT

Build an LLM app with Mixture of AI Agents using small Open Source LLMs that can beat GPT-4o in just 40 lines of Python Code


⬇️ step-by-step instructions ⬇️
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1. Install the necessary Python Libraries

Run the following commands from your terminal to install the required libraries:
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2. Import necessary libraries

• Streamlit for the web interface
• asyncio for asynchronous operations
• Together AI for LLM interactions
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3. Set up the Streamlit app and API key input.

• Creates a noscript for the app
• Adds a secure input field for the Together API key
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4. Initialize Together AI clients.

• Sets up Together API key as an environment variable
• Initializes both synchronous and asynchronous Together clients