Data Science Jupyter Notebooks
12K subscribers
291 photos
46 videos
9 files
892 links
Explore the world of Data Science through Jupyter Notebooksโ€”insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
Download Telegram
๐Ÿ”ฅ Trending Repository: dify

๐Ÿ“ Description: Production-ready platform for agentic workflow development.

๐Ÿ”— Repository URL: https://github.com/langgenius/dify

๐ŸŒ Website: https://dify.ai

๐Ÿ“– Readme: https://github.com/langgenius/dify#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 115K stars
๐Ÿ‘€ Watchers: 692
๐Ÿด Forks: 17.8K forks

๐Ÿ’ป Programming Languages: TypeScript - Python - JavaScript - MDX - CSS - HTML

๐Ÿท๏ธ Related Topics:
#python #agent #workflow #automation #ai #mcp #nextjs #orchestration #gemini #openai #gpt #low_code #no_code #rag #gpt_4 #llm #genai #agentic_framework #agentic_workflow #agentic_ai


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: PDFMathTranslate

๐Ÿ“ Description: PDF scientific paper translation with preserved formats - ๅŸบไบŽ AI ๅฎŒๆ•ดไฟ็•™ๆŽ’็‰ˆ็š„ PDF ๆ–‡ๆกฃๅ…จๆ–‡ๅŒ่ฏญ็ฟป่ฏ‘๏ผŒๆ”ฏๆŒ Google/DeepL/Ollama/OpenAI ็ญ‰ๆœๅŠก๏ผŒๆไพ› CLI/GUI/MCP/Docker/Zotero

๐Ÿ”— Repository URL: https://github.com/Byaidu/PDFMathTranslate

๐ŸŒ Website: https://pdf2zh.com

๐Ÿ“– Readme: https://github.com/Byaidu/PDFMathTranslate#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 28.2K stars
๐Ÿ‘€ Watchers: 104
๐Ÿด Forks: 2.5K forks

๐Ÿ’ป Programming Languages: Python

๐Ÿท๏ธ Related Topics:
#python #pdf #latex #translation #math #mcp #japanese #english #openai #translate #document #chinese #edit #modify #russian #korean #zotero #obsidian #pdf2zh


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: lobe-chat

๐Ÿ“ Description: ๐Ÿคฏ Lobe Chat - an open-source, modern design AI chat framework. Supports multiple AI providers (OpenAI / Claude 4 / Gemini / DeepSeek / Ollama / Qwen), Knowledge Base (file upload / RAG ), one click install MCP Marketplace and Artifacts / Thinking. One-click FREE deployment of your private AI Agent application.

๐Ÿ”— Repository URL: https://github.com/lobehub/lobe-chat

๐ŸŒ Website: https://lobechat.com

๐Ÿ“– Readme: https://github.com/lobehub/lobe-chat#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 66.2K stars
๐Ÿ‘€ Watchers: 277
๐Ÿด Forks: 13.7K forks

๐Ÿ’ป Programming Languages: TypeScript - HTML - Shell - JavaScript - MDX - PLpgSQL

๐Ÿท๏ธ Related Topics:
#chat #agent #ai #mcp #nextjs #gemini #openai #artifacts #gpt #knowledge_base #claude #rag #chatgpt #function_calling #ollama #deepseek #deepseek_r1


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: gpt4free

๐Ÿ“ Description: The official gpt4free repository | various collection of powerful language models | o4, o3 and deepseek r1, gpt-4.1, gemini 2.5

๐Ÿ”— Repository URL: https://github.com/xtekky/gpt4free

๐ŸŒ Website: https://t.me/g4f_channel

๐Ÿ“– Readme: https://github.com/xtekky/gpt4free#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 65.2K stars
๐Ÿ‘€ Watchers: 484
๐Ÿด Forks: 13.7K forks

๐Ÿ’ป Programming Languages: Python

๐Ÿท๏ธ Related Topics:
#chatbot #reverse_engineering #openai #chatbots #gpt #language_model #openai_api #gpt_4 #gpt4 #chatgpt #chatgpt_api #openai_chatgpt #chatgpt_free #chatgpt_4 #chatgpt4 #gpt4_api #deepseek #gpt_4o #deepseek_api #deepseek_r1


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: dyad

๐Ÿ“ Description: Free, local, open-source AI app builder โœจ v0 / lovable / Bolt alternative ๐ŸŒŸ Star if you like it!

๐Ÿ”— Repository URL: https://github.com/dyad-sh/dyad

๐ŸŒ Website: https://dyad.sh

๐Ÿ“– Readme: https://github.com/dyad-sh/dyad#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 15.2K stars
๐Ÿ‘€ Watchers: 86
๐Ÿด Forks: 1.6K forks

๐Ÿ’ป Programming Languages: TypeScript - JavaScript - CSS - Shell - HTML - Python

๐Ÿท๏ธ Related Topics:
#github #react #typescript #nextjs #artificial_intelligence #gemini #openai #bolt #v0 #lovable #vercel #llm #llms #generative_ai #anthropic #ollama #qwen #deepseek #ai_app_builder


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: Flowise

๐Ÿ“ Description: Build AI Agents, Visually

๐Ÿ”— Repository URL: https://github.com/FlowiseAI/Flowise

๐ŸŒ Website: https://flowiseai.com

๐Ÿ“– Readme: https://github.com/FlowiseAI/Flowise#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 44.3K stars
๐Ÿ‘€ Watchers: 324
๐Ÿด Forks: 22.6K forks

๐Ÿ’ป Programming Languages: TypeScript - JavaScript - HTML - Handlebars - CSS - SCSS

๐Ÿท๏ธ Related Topics:
#react #javascript #typescript #chatbot #artificial_intelligence #openai #multiagent_systems #agents #workflow_automation #low_code #no_code #rag #large_language_models #chatgpt #langchain #agentic_workflow #agentic_ai


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: openai-agents-python

๐Ÿ“ Description: A lightweight, powerful framework for multi-agent workflows

๐Ÿ”— Repository URL: https://github.com/openai/openai-agents-python

๐ŸŒ Website: https://openai.github.io/openai-agents-python/

๐Ÿ“– Readme: https://github.com/openai/openai-agents-python#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 15.4K stars
๐Ÿ‘€ Watchers: 175
๐Ÿด Forks: 2.6K forks

๐Ÿ’ป Programming Languages: Python - Makefile

๐Ÿท๏ธ Related Topics:
#python #framework #ai #openai #agents #llm


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: Everywhere

๐Ÿ“ Description: A context-aware AI assistant for your desktop. Ready to respond intelligently, seamlessly integrating multiple LLMs and MCP tools.

๐Ÿ”— Repository URL: https://github.com/DearVa/Everywhere

๐ŸŒ Website: https://everywhere.sylinko.com

๐Ÿ“– Readme: https://github.com/DearVa/Everywhere#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 344 stars
๐Ÿ‘€ Watchers: 7
๐Ÿด Forks: 19 forks

๐Ÿ’ป Programming Languages: C#

๐Ÿท๏ธ Related Topics:
#chat #agent #ai #mcp #avalonia #openai #ui_automation #grok #claude #rag #llm #ollama #deepseek #gpt_oss


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: Prompt-Engineering-Guide

๐Ÿ“ Description: ๐Ÿ™ Guides, papers, lecture, notebooks and resources for prompt engineering

๐Ÿ”— Repository URL: https://github.com/dair-ai/Prompt-Engineering-Guide

๐ŸŒ Website: https://www.promptingguide.ai/

๐Ÿ“– Readme: https://github.com/dair-ai/Prompt-Engineering-Guide#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 63K stars
๐Ÿ‘€ Watchers: 668
๐Ÿด Forks: 6.6K forks

๐Ÿ’ป Programming Languages: MDX - Jupyter Notebook

๐Ÿท๏ธ Related Topics:
#deep_learning #openai #language_model #prompt_engineering #generative_ai #chatgpt


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: deepchat

๐Ÿ“ Description: ๐ŸฌDeepChat - A smart assistant that connects powerful AI to your personal world

๐Ÿ”— Repository URL: https://github.com/ThinkInAIXYZ/deepchat

๐ŸŒ Website: https://deepchat.thinkinai.xyz/

๐Ÿ“– Readme: https://github.com/ThinkInAIXYZ/deepchat#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 4.2K stars
๐Ÿ‘€ Watchers: 46
๐Ÿด Forks: 526 forks

๐Ÿ’ป Programming Languages: TypeScript - Vue - JavaScript - CSS - NSIS - HTML

๐Ÿท๏ธ Related Topics:
#chat #agent #ai #cross_platform #mcp #chatbot #gemini #claude #ai_assistant #ai_chat #chatgpt #deepseek #tool_calling #openai_client #mcp_client #llm_client


==================================
๐Ÿง  By: https://t.me/DataScienceM
This media is not supported in your browser
VIEW IN TELEGRAM
๐Ÿ–ฅ Want your Telegram bot to respond using ChatGPT?

Do it in a couple of minutes: just install the python-telegram-bot library, add your #OpenAI #API key and bot token, and the bot will start replying to all messages using #ChatGPT.

from telegram import Update
from telegram.ext import ApplicationBuilder, MessageHandler, filters, ContextTypes
from openai import OpenAI


Specify your keys
OPENAI_API_KEY = "sk-..." 
TELEGRAM_TOKEN = "123456789:ABC..."

client = OpenAI(api_key=OPENAI_API_KEY)

async def handle_message(update: Update, context: ContextTypes.DEFAULT_TYPE):
    user_text = update.message.text

    response = client.chat.completions.create(
        model="gpt-4o-mini",
        messages=[{"role": "user", "content": user_text}]
    )

    await update.message.reply_text(response.choices[0].message.content)

app = ApplicationBuilder().token(TELEGRAM_TOKEN).build()
app.add_handler(MessageHandler(filters.TEXT & ~filters.COMMAND, handle_message))
app.run_polling()


https://t.me/CodeProgrammer ๐Ÿ‘
Please open Telegram to view this post
VIEW IN TELEGRAM
โค4
Forwarded from Machine Learning
In Python, building AI-powered Telegram bots unlocks massive potential for image generation, processing, and automationโ€”master this to create viral tools and ace full-stack interviews! ๐Ÿค–

# Basic Bot Setup - The foundation (PTB v20+ Async)
from telegram.ext import Application, CommandHandler, MessageHandler, filters

async def start(update, context):
await update.message.reply_text(
"โœจ AI Image Bot Active!\n"
"/generate - Create images from text\n"
"/enhance - Improve photo quality\n"
"/help - Full command list"
)

app = Application.builder().token("YOUR_BOT_TOKEN").build()
app.add_handler(CommandHandler("start", start))
app.run_polling()


# Image Generation - DALL-E Integration (OpenAI)
import openai
from telegram.ext import ContextTypes

openai.api_key = os.getenv("OPENAI_API_KEY")

async def generate(update: Update, context: ContextTypes.DEFAULT_TYPE):
if not context.args:
await update.message.reply_text("โŒ Usage: /generate cute robot astronaut")
return

prompt = " ".join(context.args)
try:
response = openai.Image.create(
prompt=prompt,
n=1,
size="1024x1024"
)
await update.message.reply_photo(
photo=response['data'][0]['url'],
caption=f"๐ŸŽจ Generated: *{prompt}*",
parse_mode="Markdown"
)
except Exception as e:
await update.message.reply_text(f"๐Ÿ”ฅ Error: {str(e)}")

app.add_handler(CommandHandler("generate", generate))


Learn more: https://hackmd.io/@husseinsheikho/building-AI-powered-Telegram-bots

#Python #TelegramBot #AI #ImageGeneration #StableDiffusion #OpenAI #MachineLearning #CodingInterview #FullStack #Chatbots #DeepLearning #ComputerVision #Programming #TechJobs #DeveloperTips #CareerGrowth #CloudComputing #Docker #APIs #Python3 #Productivity #TechTips


https://t.me/DataScienceM ๐Ÿฆพ
Please open Telegram to view this post
VIEW IN TELEGRAM
โค4
๐Ÿ”ฅ Trending Repository: WeKnora

๐Ÿ“ Description: LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

๐Ÿ”— Repository URL: https://github.com/Tencent/WeKnora

๐ŸŒ Website: https://weknora.weixin.qq.com

๐Ÿ“– Readme: https://github.com/Tencent/WeKnora#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 6.8K stars
๐Ÿ‘€ Watchers: 43
๐Ÿด Forks: 778 forks

๐Ÿ’ป Programming Languages: Go - Vue - Python - TypeScript - Shell - Less

๐Ÿท๏ธ Related Topics:
#agent #golang #multi_tenant #ai #chatbot #evaluation #embeddings #openai #question_answering #chatbots #knowledge_base #semantic_search #reranking #multimodel #rag #vector_search #llm #generative_ai #agentic #ollama


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: dbeaver

๐Ÿ“ Description: Free universal database tool and SQL client

๐Ÿ”— Repository URL: https://github.com/dbeaver/dbeaver

๐ŸŒ Website: https://dbeaver.io

๐Ÿ“– Readme: https://github.com/dbeaver/dbeaver#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 46.1K stars
๐Ÿ‘€ Watchers: 527
๐Ÿด Forks: 3.9K forks

๐Ÿ’ป Programming Languages: Java - C++ - ANTLR - CSS - HTML - XSLT

๐Ÿท๏ธ Related Topics:
#mysql #java #gui #sql #database #ai #nosql #jdbc #sqlite #postgresql #oracle #openai #dbeaver #erd #redshift #db2 #sqlserver #copilot


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: ragflow

๐Ÿ“ Description: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

๐Ÿ”— Repository URL: https://github.com/infiniflow/ragflow

๐ŸŒ Website: https://ragflow.io

๐Ÿ“– Readme: https://github.com/infiniflow/ragflow#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 69.3K stars
๐Ÿ‘€ Watchers: 310
๐Ÿด Forks: 7.5K forks

๐Ÿ’ป Programming Languages: Python - TypeScript - Less - Shell - HTML - CSS

๐Ÿท๏ธ Related Topics:
#agent #ai #deep_learning #mcp #multi_agent #openai #document_parser #ai_search #rag #document_understanding #llm #agentic #retrieval_augmented_generation #ollama #deepseek #graphrag #agentic_workflow #agentic_ai #deepseek_r1 #deep_research


==================================
๐Ÿง  By: https://t.me/DataScienceM
โค1
๐Ÿ”ฅ Trending Repository: ChatGPT_DAN

๐Ÿ“ Description: ChatGPT DAN, Jailbreaks prompt

๐Ÿ”— Repository URL: https://github.com/0xk1h0/ChatGPT_DAN

๐Ÿ“– Readme: https://github.com/0xk1h0/ChatGPT_DAN#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 10.3K stars
๐Ÿ‘€ Watchers: 257
๐Ÿด Forks: 958 forks

๐Ÿ’ป Programming Languages: Not available

๐Ÿท๏ธ Related Topics:
#jailbreak #prompt #openai #gpt_4 #chatgpt #gpt_3_5


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: open-webui

๐Ÿ“ Description: User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

๐Ÿ”— Repository URL: https://github.com/open-webui/open-webui

๐ŸŒ Website: https://openwebui.com

๐Ÿ“– Readme: https://github.com/open-webui/open-webui#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 119K stars
๐Ÿ‘€ Watchers: 535
๐Ÿด Forks: 16.7K forks

๐Ÿ’ป Programming Languages: Svelte - Python - JavaScript - TypeScript - CSS - Shell

๐Ÿท๏ธ Related Topics:
#ui #ai #mcp #openapi #self_hosted #openai #webui #rag #llm #llms #ollama #llm_ui #ollama_webui #llm_webui #open_webui


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: openai-cookbook

๐Ÿ“ Description: Examples and guides for using the OpenAI API

๐Ÿ”— Repository URL: https://github.com/openai/openai-cookbook

๐ŸŒ Website: https://cookbook.openai.com

๐Ÿ“– Readme: https://github.com/openai/openai-cookbook#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 70.1K stars
๐Ÿ‘€ Watchers: 980
๐Ÿด Forks: 11.8K forks

๐Ÿ’ป Programming Languages: Jupyter Notebook - MDX

๐Ÿท๏ธ Related Topics:
#openai #openai_api #gpt_4 #chatgpt


==================================
๐Ÿง  By: https://t.me/DataScienceM
โค1
๐Ÿ”ฅ Trending Repository: agents

๐Ÿ“ Description: A powerful framework for building realtime voice AI agents ๐Ÿค–๐ŸŽ™๏ธ๐Ÿ“น

๐Ÿ”— Repository URL: https://github.com/livekit/agents

๐ŸŒ Website: https://docs.livekit.io/agents

๐Ÿ“– Readme: https://github.com/livekit/agents#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 8.6K stars
๐Ÿ‘€ Watchers: 94
๐Ÿด Forks: 2.3K forks

๐Ÿ’ป Programming Languages: Python - C++

๐Ÿท๏ธ Related Topics:
#real_time #video #ai #voice #openai #agents


==================================
๐Ÿง  By: https://t.me/DataScienceM
๐Ÿ”ฅ Trending Repository: faster-whisper

๐Ÿ“ Description: Faster Whisper transcription with CTranslate2

๐Ÿ”— Repository URL: https://github.com/SYSTRAN/faster-whisper

๐Ÿ“– Readme: https://github.com/SYSTRAN/faster-whisper#readme

๐Ÿ“Š Statistics:
๐ŸŒŸ Stars: 19.9K stars
๐Ÿ‘€ Watchers: 148
๐Ÿด Forks: 1.7K forks

๐Ÿ’ป Programming Languages: Python - Dockerfile

๐Ÿท๏ธ Related Topics:
#deep_learning #inference #transformer #speech_recognition #openai #speech_to_text #quantization #whisper


==================================
๐Ÿง  By: https://t.me/DataScienceM