Available now! Telegram Research 2025 โ the year's key insights 
Github Top Repositories
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Top GitHub repositories in one place ๐ Explore the best projects in programming, AI, data science, and more.
Show more๐ Analytical overview of Telegram channel Github Top Repositories
Channel Github Top Repositories (@githubre) in the English language segment is an active participant. Currently, the community unites 13 325 subscribers, ranking 15 285 in the Education category and 32 229 in the India region.
๐ Audience metrics and dynamics
Since its creation on ะฝะตะฒัะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 13 325 subscribers.
According to the latest data from 14 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 400 over the last 30 days and by 18 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 1.07%. Within the first 24 hours after publication, content typically collects 0.75% reactions from the total number of subscribers.
- Post reach: On average, each post receives 143 views. Within the first day, a publication typically gains 100 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 1.
- Thematic interests: Content is focused on key topics such as repository, fork, programming, statistic, description.
๐ Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
โTop GitHub repositories in one place ๐
Explore the best projects in programming, AI, data science, and more.โ
Thanks to the high frequency of updates (latest data received on 15 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Education category.
13 325
Subscribers
+1824 hours
+947 days
+40030 days
Posts Archive
13 328
๐ฅ Trending Repository: PaddleOCR
๐ Description: Awesome multilingual OCR and Document Parsing toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
๐ Repository URL: https://github.com/PaddlePaddle/PaddleOCR
๐ Website: https://www.paddleocr.ai
๐ Readme: https://github.com/PaddlePaddle/PaddleOCR#readme
๐ Statistics:
๐ Stars: 53.9K stars
๐ Watchers: 470
๐ด Forks: 8.6K forks
๐ป Programming Languages: Python - C++ - Shell - Java - CMake - Cuda
๐ท๏ธ Related Topics:
#ocr #db #kie #crnn #document_translation #ocrlite #chineseocr #pp_ocr #document_parsing #pp_structure #pdf2markdown #chatocr================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: open-battery-information
๐ Description: No description available
๐ Repository URL: https://github.com/mnh-jansson/open-battery-information
๐ Readme: https://github.com/mnh-jansson/open-battery-information#readme
๐ Statistics:
๐ Stars: 388 stars
๐ Watchers: 46
๐ด Forks: 100 forks
๐ป Programming Languages: C++ - Python - C
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: Real-Time-Voice-Cloning
๐ Description: Clone a voice in 5 seconds to generate arbitrary speech in real-time
๐ Repository URL: https://github.com/CorentinJ/Real-Time-Voice-Cloning
๐ Readme: https://github.com/CorentinJ/Real-Time-Voice-Cloning#readme
๐ Statistics:
๐ Stars: 55.5K stars
๐ Watchers: 943
๐ด Forks: 9.1K forks
๐ป Programming Languages: Python
๐ท๏ธ Related Topics:
#python #deep_learning #tensorflow #pytorch #tts #voice_cloning================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: opencode
๐ Description: AI coding agent, built for the terminal.
๐ Repository URL: https://github.com/sst/opencode
๐ Website: https://opencode.ai
๐ Readme: https://github.com/sst/opencode#readme
๐ Statistics:
๐ Stars: 23.2K stars
๐ Watchers: 101
๐ด Forks: 1.6K forks
๐ป Programming Languages: TypeScript - Go - CSS - MDX - Astro - Shell
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: OrcaSlicer
๐ Description: G-code generator for 3D printers (Bambu, Prusa, Voron, VzBot, RatRig, Creality, etc.)
๐ Repository URL: https://github.com/SoftFever/OrcaSlicer
๐ Website: https://discord.gg/P4VE9UY9gJ
๐ Readme: https://github.com/SoftFever/OrcaSlicer#readme
๐ Statistics:
๐ Stars: 10.7K stars
๐ Watchers: 153
๐ด Forks: 1.4K forks
๐ป Programming Languages: C++ - C - JavaScript - HTML - CMake - CSS
๐ท๏ธ Related Topics:
#makers #3d_printing #3d_printer================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: ai-hedge-fund
๐ Description: An AI Hedge Fund Team
๐ Repository URL: https://github.com/virattt/ai-hedge-fund
๐ Readme: https://github.com/virattt/ai-hedge-fund#readme
๐ Statistics:
๐ Stars: 40.2K stars
๐ Watchers: 501
๐ด Forks: 7.1K forks
๐ป Programming Languages: Python - TypeScript - Shell - Batchfile - CSS - Mako
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: markitdown
๐ Description: Python tool for converting files and office documents to Markdown.
๐ Repository URL: https://github.com/microsoft/markitdown
๐ Readme: https://github.com/microsoft/markitdown#readme
๐ Statistics:
๐ Stars: 74K stars
๐ Watchers: 255
๐ด Forks: 4.1K forks
๐ป Programming Languages: Python - Dockerfile
๐ท๏ธ Related Topics:
#markdown #pdf #openai #microsoft_office #autogen #langchain #autogen_extension================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: mlx-lm
๐ Description: Run LLMs with MLX
๐ Repository URL: https://github.com/ml-explore/mlx-lm
๐ Readme: https://github.com/ml-explore/mlx-lm#readme
๐ Statistics:
๐ Stars: 1.9K stars
๐ Watchers: 29
๐ด Forks: 226 forks
๐ป Programming Languages: Python
๐ท๏ธ Related Topics:
#mlx #llms================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: system-design-primer
๐ Description: Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
๐ Repository URL: https://github.com/donnemartin/system-design-primer
๐ Readme: https://github.com/donnemartin/system-design-primer#readme
๐ Statistics:
๐ Stars: 319K stars
๐ Watchers: 6.8k
๐ด Forks: 52.2K forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
#python #design #development #programming #web #system #design_patterns #interview #web_application #webapp #interview_practice #interview_questions #design_system================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: awesome-ai-apps
๐ Description: A collection of projects showcasing RAG, agents, workflows, and other AI use cases
๐ Repository URL: https://github.com/Arindam200/awesome-ai-apps
๐ Website: https://ggl.link/arindam-youtube
๐ Readme: https://github.com/Arindam200/awesome-ai-apps#readme
๐ Statistics:
๐ Stars: 5.3K stars
๐ Watchers: 70
๐ด Forks: 668 forks
๐ป Programming Languages: Python - Jupyter Notebook - HTML - TypeScript - Shell - JavaScript
๐ท๏ธ Related Topics:
#ai #mcp #agents #llm================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: crawl4ai
๐ Description: ๐๐ค Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here:https://discord.gg/jP8KfhDhyN
๐ Repository URL: https://github.com/unclecode/crawl4ai
๐ Website: https://crawl4ai.com
๐ Readme: https://github.com/unclecode/crawl4ai#readme
๐ Statistics:
๐ Stars: 52.8K stars
๐ Watchers: 294
๐ด Forks: 5.3K forks
๐ป Programming Languages: Python
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: mcp-gateway
๐ Description: docker mcp CLI plugin / MCP Gateway
๐ Repository URL: https://github.com/docker/mcp-gateway
๐ Readme: https://github.com/docker/mcp-gateway#readme
๐ Statistics:
๐ Stars: 366 stars
๐ Watchers: 3
๐ด Forks: 59 forks
๐ป Programming Languages: Go - Dockerfile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: haystack
๐ Description: AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
๐ Repository URL: https://github.com/deepset-ai/haystack
๐ Website: https://haystack.deepset.ai
๐ Readme: https://github.com/deepset-ai/haystack#readme
๐ Statistics:
๐ Stars: 22.3K stars
๐ Watchers: 158
๐ด Forks: 2.3K forks
๐ป Programming Languages: Python - HTML
๐ท๏ธ Related Topics:
#python #nlp #agent #machine_learning #information_retrieval #ai #transformers #orchestration #pytorch #gemini #question_answering #summarization #agents #semantic_search #rag #gpt_4 #large_language_models #llm #generative_ai #retrieval_augmented_generation================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: Perplexica
๐ Description: Perplexica is an AI-powered search engine. It is an Open source alternative to Perplexity AI
๐ Repository URL: https://github.com/ItzCrazyKns/Perplexica
๐ Readme: https://github.com/ItzCrazyKns/Perplexica#readme
๐ Statistics:
๐ Stars: 24.1K stars
๐ Watchers: 158
๐ด Forks: 2.5K forks
๐ป Programming Languages: TypeScript
๐ท๏ธ Related Topics:
#search_engine #machine_learning #artificial_intelligence #searxng #ai_search_engine #perplexity_ai #open_source_perplexity_ai #open_source_ai_search_engine #perplexica #searxng_copilot================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: ccxt
๐ Description: A cryptocurrency trading API with more than 100 exchanges in JavaScript / TypeScript / Python / C# / PHP / Go
๐ Repository URL: https://github.com/ccxt/ccxt
๐ Website: https://docs.ccxt.com
๐ Readme: https://github.com/ccxt/ccxt#readme
๐ Statistics:
๐ Stars: 38.1K stars
๐ Watchers: 939
๐ด Forks: 8.2K forks
๐ป Programming Languages: Python - C# - Go - TypeScript - JavaScript - PHP
๐ท๏ธ Related Topics:
#api #bot #library #crypto #bitcoin #trading #ethereum #cryptocurrency #exchange #market_data #strategy #btc #cryptocurrencies #trade #eth #arbitrage #altcoin #merchant #invest #memecoin================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: DeepResearchAgent
๐ Description: DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordinate multiple specialized lower-level agents, enabling automated task decomposition and efficient execution across diverse and complex domains.
๐ Repository URL: https://github.com/SkyworkAI/DeepResearchAgent
๐ Website: https://skyworkai.github.io/DeepResearchAgent/
๐ Readme: https://github.com/SkyworkAI/DeepResearchAgent#readme
๐ Statistics:
๐ Stars: 1.7K stars
๐ Watchers: 14
๐ด Forks: 271 forks
๐ป Programming Languages: JavaScript - Fluent - Python - CSS
๐ท๏ธ Related Topics:
#gaia #multiagent_systems #general_purpose #multimodel================================== ๐ง By: https://t.me/DataScienceM
13 328
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13 328
๐ฅ Trending Repository: flash-linear-attention
๐ Description: ๐ Efficient implementations of state-of-the-art linear attention models
๐ Repository URL: https://github.com/fla-org/flash-linear-attention
๐ Website: https://github.com/fla-org/flash-linear-attention
๐ Readme: https://github.com/fla-org/flash-linear-attention#readme
๐ Statistics:
๐ Stars: 3.2K stars
๐ Watchers: 28
๐ด Forks: 248 forks
๐ป Programming Languages: Python - Shell
๐ท๏ธ Related Topics:
#natural_language_processing #machine_learning_systems #large_language_models================================== ๐ง By: https://t.me/DataScienceM
13 328
๐ฅ Trending Repository: simdjson
๐ Description: Parsing gigabytes of JSON per second : used by Facebook/Meta Velox, the Node.js runtime, ClickHouse, WatermelonDB, Apache Doris, Milvus, StarRocks
๐ Repository URL: https://github.com/simdjson/simdjson
๐ Website: https://simdjson.org
๐ Readme: https://github.com/simdjson/simdjson#readme
๐ Statistics:
๐ Stars: 21.2K stars
๐ Watchers: 242
๐ด Forks: 1.1K forks
๐ป Programming Languages: C++ - C - CMake - Shell - Python - Rust
๐ท๏ธ Related Topics:
#c_plus_plus #json #arm #neon #x64 #clang #cpp11 #simd #json_parser #avx2 #json_pointer #arm64 #aarch64 #avx512 #gcc_compiler #sse42 #vs2019 #clang_cl #loongarch================================== ๐ง By: https://t.me/DataScienceM
