A new Python library for agent-based data-processing and ETL using AI has been released.
Introducing DocETL.
What is important to know:
1. What is DocETL?
It is a tool for creating and running data pipelines, especially well-suited for complex document processing.
It includes:
- interactive UI playground
- Python package for running pipelines in production
2. DocWrangler
DocWrangler helps gradually build the pipeline:
- trying different prompts and viewing results in real-time
- building the pipeline step by step
- exporting the final configuration for production
3. Python package DocETL
It is used for running pipelines in production. In the example, a pipeline is created that analyzes medical transcripts, identifies drug names, normalizes similar names, and generates summaries of side effects and areas of application.
More information: https://github.com/ucbepic/docetl
👉 https://t.me/DataScienceN
Introducing DocETL.
What is important to know:
1. What is DocETL?
It is a tool for creating and running data pipelines, especially well-suited for complex document processing.
It includes:
- interactive UI playground
- Python package for running pipelines in production
2. DocWrangler
DocWrangler helps gradually build the pipeline:
- trying different prompts and viewing results in real-time
- building the pipeline step by step
- exporting the final configuration for production
3. Python package DocETL
It is used for running pipelines in production. In the example, a pipeline is created that analyzes medical transcripts, identifies drug names, normalizes similar names, and generates summaries of side effects and areas of application.
More information: https://github.com/ucbepic/docetl
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🔥 Trending Repository: Memori
📝 Description: Open-Source Memory Engine for LLMs, AI Agents & Multi-Agent Systems
🔗 Repository URL: https://github.com/MemoriLabs/Memori
🌐 Website: https://memorilabs.ai
📖 Readme: https://github.com/MemoriLabs/Memori#readme
📊 Statistics:
🌟 Stars: 8.8K stars
👀 Watchers: 46
🍴 Forks: 629 forks
💻 Programming Languages: Python - PLpgSQL
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Open-Source Memory Engine for LLMs, AI Agents & Multi-Agent Systems
🔗 Repository URL: https://github.com/MemoriLabs/Memori
🌐 Website: https://memorilabs.ai
📖 Readme: https://github.com/MemoriLabs/Memori#readme
📊 Statistics:
🌟 Stars: 8.8K stars
👀 Watchers: 46
🍴 Forks: 629 forks
💻 Programming Languages: Python - PLpgSQL
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#python #agent #awesome #state_management #ai #memory #memory_management #hacktoberfest #long_short_term_memory #rag #llm #memori_ai #hacktoberfest2025 #chatgpt #aiagent
==================================
🧠 By: https://t.me/DataScienceM
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Sometimes you get lost in a large Markdown file? That won't happen anymore.
treemd is an interactive navigator for Markdown with a header tree that can be collapsed.
Read Markdown like code.
Two windows, vim-style navigation, live search, and synchronized scrolling.
🦀 Written in Rust, built on top of ratatui
GitHub: https://github.com/Epistates/treemd
👉 https://t.me/DataScienceN
treemd is an interactive navigator for Markdown with a header tree that can be collapsed.
Read Markdown like code.
Two windows, vim-style navigation, live search, and synchronized scrolling.
GitHub: https://github.com/Epistates/treemd
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🔥 Trending Repository: fizzy
📝 Description: Kanban as it should be. Not as it has been.
🔗 Repository URL: https://github.com/basecamp/fizzy
🌐 Website: https://fizzy.do
📖 Readme: https://github.com/basecamp/fizzy#readme
📊 Statistics:
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👀 Watchers: 27
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💻 Programming Languages: Ruby - HTML - CSS - JavaScript
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Kanban as it should be. Not as it has been.
🔗 Repository URL: https://github.com/basecamp/fizzy
🌐 Website: https://fizzy.do
📖 Readme: https://github.com/basecamp/fizzy#readme
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👀 Watchers: 27
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💻 Programming Languages: Ruby - HTML - CSS - JavaScript
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#ruby #rails #kanban #hotwire
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: next-ai-draw-io
📝 Description: A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization.
🔗 Repository URL: https://github.com/DayuanJiang/next-ai-draw-io
🌐 Website: https://next-ai-drawio.jiang.jp/
📖 Readme: https://github.com/DayuanJiang/next-ai-draw-io#readme
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👀 Watchers: 17
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💻 Programming Languages: TypeScript - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization.
🔗 Repository URL: https://github.com/DayuanJiang/next-ai-draw-io
🌐 Website: https://next-ai-drawio.jiang.jp/
📖 Readme: https://github.com/DayuanJiang/next-ai-draw-io#readme
📊 Statistics:
🌟 Stars: 3K stars
👀 Watchers: 17
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💻 Programming Languages: TypeScript - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: Foundations-of-LLMs
📝 Description: No description available
🔗 Repository URL: https://github.com/ZJU-LLMs/Foundations-of-LLMs
📖 Readme: https://github.com/ZJU-LLMs/Foundations-of-LLMs#readme
📊 Statistics:
🌟 Stars: 13K stars
👀 Watchers: 157
🍴 Forks: 1.2K forks
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: No description available
🔗 Repository URL: https://github.com/ZJU-LLMs/Foundations-of-LLMs
📖 Readme: https://github.com/ZJU-LLMs/Foundations-of-LLMs#readme
📊 Statistics:
🌟 Stars: 13K stars
👀 Watchers: 157
🍴 Forks: 1.2K forks
💻 Programming Languages: Not available
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
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🔥 Trending Repository: social-engineer-toolkit
📝 Description: The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
🔗 Repository URL: https://github.com/trustedsec/social-engineer-toolkit
📖 Readme: https://github.com/trustedsec/social-engineer-toolkit#readme
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🌟 Stars: 13K stars
👀 Watchers: 645
🍴 Forks: 3.1K forks
💻 Programming Languages: Python - C++ - Shell - C - Java - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: The Social-Engineer Toolkit (SET) repository from TrustedSec - All new versions of SET will be deployed here.
🔗 Repository URL: https://github.com/trustedsec/social-engineer-toolkit
📖 Readme: https://github.com/trustedsec/social-engineer-toolkit#readme
📊 Statistics:
🌟 Stars: 13K stars
👀 Watchers: 645
🍴 Forks: 3.1K forks
💻 Programming Languages: Python - C++ - Shell - C - Java - CSS
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
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🔥 Trending Repository: ML-For-Beginners
📝 Description: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
🔗 Repository URL: https://github.com/microsoft/ML-For-Beginners
📖 Readme: https://github.com/microsoft/ML-For-Beginners#readme
📊 Statistics:
🌟 Stars: 79.6K stars
👀 Watchers: 1.1k
🍴 Forks: 18.5K forks
💻 Programming Languages: Jupyter Notebook - HTML - Python - Vue - JavaScript - Dockerfile
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
🔗 Repository URL: https://github.com/microsoft/ML-For-Beginners
📖 Readme: https://github.com/microsoft/ML-For-Beginners#readme
📊 Statistics:
🌟 Stars: 79.6K stars
👀 Watchers: 1.1k
🍴 Forks: 18.5K forks
💻 Programming Languages: Jupyter Notebook - HTML - Python - Vue - JavaScript - Dockerfile
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==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: kubernetes
📝 Description: Production-Grade Container Scheduling and Management
🔗 Repository URL: https://github.com/kubernetes/kubernetes
🌐 Website: https://kubernetes.io
📖 Readme: https://github.com/kubernetes/kubernetes#readme
📊 Statistics:
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👀 Watchers: 3.2k
🍴 Forks: 41.8K forks
💻 Programming Languages: Go - Shell - PowerShell - Makefile - Dockerfile - Python
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==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Production-Grade Container Scheduling and Management
🔗 Repository URL: https://github.com/kubernetes/kubernetes
🌐 Website: https://kubernetes.io
📖 Readme: https://github.com/kubernetes/kubernetes#readme
📊 Statistics:
🌟 Stars: 119K stars
👀 Watchers: 3.2k
🍴 Forks: 41.8K forks
💻 Programming Languages: Go - Shell - PowerShell - Makefile - Dockerfile - Python
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#go #kubernetes #containers #cncf
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: lynx
📝 Description: Empower the Web community and invite more to build across platforms.
🔗 Repository URL: https://github.com/lynx-family/lynx
🌐 Website: https://lynxjs.org
📖 Readme: https://github.com/lynx-family/lynx#readme
📊 Statistics:
🌟 Stars: 13.6K stars
👀 Watchers: 78
🍴 Forks: 472 forks
💻 Programming Languages: C++ - Java - Objective-C - Objective-C++ - Python - TypeScript
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Empower the Web community and invite more to build across platforms.
🔗 Repository URL: https://github.com/lynx-family/lynx
🌐 Website: https://lynxjs.org
📖 Readme: https://github.com/lynx-family/lynx#readme
📊 Statistics:
🌟 Stars: 13.6K stars
👀 Watchers: 78
🍴 Forks: 472 forks
💻 Programming Languages: C++ - Java - Objective-C - Objective-C++ - Python - TypeScript
🏷️ Related Topics:
#cross_platform
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: agents
📝 Description: Intelligent automation and multi-agent orchestration for Claude Code
🔗 Repository URL: https://github.com/wshobson/agents
🌐 Website: https://sethhobson.com
📖 Readme: https://github.com/wshobson/agents#readme
📊 Statistics:
🌟 Stars: 21.9K stars
👀 Watchers: 249
🍴 Forks: 2.5K forks
💻 Programming Languages: Python - Shell
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Intelligent automation and multi-agent orchestration for Claude Code
🔗 Repository URL: https://github.com/wshobson/agents
🌐 Website: https://sethhobson.com
📖 Readme: https://github.com/wshobson/agents#readme
📊 Statistics:
🌟 Stars: 21.9K stars
👀 Watchers: 249
🍴 Forks: 2.5K forks
💻 Programming Languages: Python - Shell
🏷️ Related Topics:
#automation #orchestration #workflows #agents #ai_agents #claude #anthropic #anthropic_claude #claude_code #claudecode #subagents #sub_agents #claudecode_subagents #claudecode_config #claude_code_subagents #claude_code_commands #claude_code_cli #claude_code_plugin #claude_code_plugins #claude_skills
==================================
🧠 By: https://t.me/DataScienceM
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Found a fresh tool for ML engineers on GitHub — MLE-Agent.
This is an AI assistant that automatically builds the basic ML pipeline, handles errors, searches for articles on Arxiv/Papers with Code, and even completes the full cycle of Kaggle competitions. It works through CLI and supports OpenAI, Claude, and Ollama.🌟
Get it: https://github.com/MLSysOps/MLE-agent
👉 https://t.me/DataScienceN
This is an AI assistant that automatically builds the basic ML pipeline, handles errors, searches for articles on Arxiv/Papers with Code, and even completes the full cycle of Kaggle competitions. It works through CLI and supports OpenAI, Claude, and Ollama.
Get it: https://github.com/MLSysOps/MLE-agent
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This channels is for Programmers, Coders, Software Engineers.
0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages
✅ https://t.me/addlist/8_rRW2scgfRhOTc0
✅ https://t.me/Codeprogrammer
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🔥 Trending Repository: react
📝 Description: The library for web and native user interfaces.
🔗 Repository URL: https://github.com/facebook/react
🌐 Website: https://react.dev
📖 Readme: https://github.com/facebook/react#readme
📊 Statistics:
🌟 Stars: 241K stars
👀 Watchers: 6.7k
🍴 Forks: 50K forks
💻 Programming Languages: JavaScript - TypeScript - HTML - CSS - C++ - CoffeeScript
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: The library for web and native user interfaces.
🔗 Repository URL: https://github.com/facebook/react
🌐 Website: https://react.dev
📖 Readme: https://github.com/facebook/react#readme
📊 Statistics:
🌟 Stars: 241K stars
👀 Watchers: 6.7k
🍴 Forks: 50K forks
💻 Programming Languages: JavaScript - TypeScript - HTML - CSS - C++ - CoffeeScript
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#react #javascript #library #ui #frontend #declarative
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: it-tools
📝 Description: Collection of handy online tools for developers, with great UX.
🔗 Repository URL: https://github.com/CorentinTh/it-tools
🌐 Website: https://it-tools.tech
📖 Readme: https://github.com/CorentinTh/it-tools#readme
📊 Statistics:
🌟 Stars: 34.6K stars
👀 Watchers: 148
🍴 Forks: 4.3K forks
💻 Programming Languages: Vue - TypeScript - JavaScript
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Collection of handy online tools for developers, with great UX.
🔗 Repository URL: https://github.com/CorentinTh/it-tools
🌐 Website: https://it-tools.tech
📖 Readme: https://github.com/CorentinTh/it-tools#readme
📊 Statistics:
🌟 Stars: 34.6K stars
👀 Watchers: 148
🍴 Forks: 4.3K forks
💻 Programming Languages: Vue - TypeScript - JavaScript
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==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: next.js
📝 Description: The React Framework
🔗 Repository URL: https://github.com/vercel/next.js
🌐 Website: https://nextjs.org
📖 Readme: https://github.com/vercel/next.js#readme
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👀 Watchers: 1.5k
🍴 Forks: 30K forks
💻 Programming Languages: JavaScript - TypeScript - Rust - CSS - MDX - Shell
🏷️ Related Topics:
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: The React Framework
🔗 Repository URL: https://github.com/vercel/next.js
🌐 Website: https://nextjs.org
📖 Readme: https://github.com/vercel/next.js#readme
📊 Statistics:
🌟 Stars: 136K stars
👀 Watchers: 1.5k
🍴 Forks: 30K forks
💻 Programming Languages: JavaScript - TypeScript - Rust - CSS - MDX - Shell
🏷️ Related Topics:
#react #blog #static_site_generator #components #node #browser #compiler #universal #nextjs #static #server_rendering #hybrid #ssg #vercel
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: fresh
📝 Description: Text editor for your terminal: easy, powerful and fast
🔗 Repository URL: https://github.com/sinelaw/fresh
🌐 Website: https://sinelaw.github.io/fresh/
📖 Readme: https://github.com/sinelaw/fresh#readme
📊 Statistics:
🌟 Stars: 392 stars
👀 Watchers: 4
🍴 Forks: 10 forks
💻 Programming Languages: Rust - TypeScript
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Text editor for your terminal: easy, powerful and fast
🔗 Repository URL: https://github.com/sinelaw/fresh
🌐 Website: https://sinelaw.github.io/fresh/
📖 Readme: https://github.com/sinelaw/fresh#readme
📊 Statistics:
🌟 Stars: 392 stars
👀 Watchers: 4
🍴 Forks: 10 forks
💻 Programming Languages: Rust - TypeScript
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
🔥 Trending Repository: Telegram-iOS
📝 Description: Telegram-iOS
🔗 Repository URL: https://github.com/TelegramMessenger/Telegram-iOS
📖 Readme: https://github.com/TelegramMessenger/Telegram-iOS#readme
📊 Statistics:
🌟 Stars: 7.5K stars
👀 Watchers: 284
🍴 Forks: 2.2K forks
💻 Programming Languages: Swift - C - Objective-C - Assembly - C++ - Objective-C++
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM
📝 Description: Telegram-iOS
🔗 Repository URL: https://github.com/TelegramMessenger/Telegram-iOS
📖 Readme: https://github.com/TelegramMessenger/Telegram-iOS#readme
📊 Statistics:
🌟 Stars: 7.5K stars
👀 Watchers: 284
🍴 Forks: 2.2K forks
💻 Programming Languages: Swift - C - Objective-C - Assembly - C++ - Objective-C++
🏷️ Related Topics: Not available
==================================
🧠 By: https://t.me/DataScienceM