๐ฅ Trending Repository: IPED
๐ Description: IPED Digital Forensic Tool. It is an open source software that can be used to process and analyze digital evidence, often seized at crime scenes by law enforcement or in a corporate investigation by private examiners.
๐ Repository URL: https://github.com/sepinf-inc/IPED
๐ Readme: https://github.com/sepinf-inc/IPED#readme
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๐ป Programming Languages: Java - JavaScript - HTML - Python - CSS - Cypher
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==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: IPED Digital Forensic Tool. It is an open source software that can be used to process and analyze digital evidence, often seized at crime scenes by law enforcement or in a corporate investigation by private examiners.
๐ Repository URL: https://github.com/sepinf-inc/IPED
๐ Readme: https://github.com/sepinf-inc/IPED#readme
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๐ Stars: 2k
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๐ด Forks: 376
๐ป Programming Languages: Java - JavaScript - HTML - Python - CSS - Cypher
๐ท๏ธ Related Topics:
#recovery #digital_forensics #forensic
==================================
๐ง By: https://t.iss.one/DataScienceM
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๐ฅ Trending Repository: AstrBot
๐ Description: Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. โจ
๐ Repository URL: https://github.com/AstrBotDevs/AstrBot
๐ Website: https://astrbot.app
๐ Readme: https://github.com/AstrBotDevs/AstrBot#readme
๐ Statistics:
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๐ Watchers: 64
๐ด Forks: 1.5k
๐ป Programming Languages: Python - Vue - TypeScript - JavaScript - Shell - SCSS
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==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. โจ
๐ Repository URL: https://github.com/AstrBotDevs/AstrBot
๐ Website: https://astrbot.app
๐ Readme: https://github.com/AstrBotDevs/AstrBot#readme
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๐ Stars: 20.7k
๐ Watchers: 64
๐ด Forks: 1.5k
๐ป Programming Languages: Python - Vue - TypeScript - JavaScript - Shell - SCSS
๐ท๏ธ Related Topics:
#python #agent #docker #ai #telegram #discord #mcp #chatbot #gemini #openai #llama #qq #gpt #qqbot #llm #chatgpt
==================================
๐ง By: https://t.iss.one/DataScienceM
โค2
๐ฅ Trending Repository: openrag
๐ Description: OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
๐ Repository URL: https://github.com/langflow-ai/openrag
๐ Website: https://www.openr.ag
๐ Readme: https://github.com/langflow-ai/openrag#readme
๐ Statistics:
๐ Stars:
๐ Watchers: 10
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๐ป Programming Languages: Python - TypeScript - Makefile - Shell - CSS - Dockerfile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
๐ Repository URL: https://github.com/langflow-ai/openrag
๐ Website: https://www.openr.ag
๐ Readme: https://github.com/langflow-ai/openrag#readme
๐ Statistics:
๐ Stars:
๐ Watchers: 10
๐ด Forks:
๐ป Programming Languages: Python - TypeScript - Makefile - Shell - CSS - Dockerfile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ฅ Trending Repository: InsForge
๐ Description: Give agents everything they need to ship fullstack apps. The backend built for agentic development.
๐ Repository URL: https://github.com/InsForge/InsForge
๐ Website: https://insforge.dev
๐ Readme: https://github.com/InsForge/InsForge#readme
๐ Statistics:
๐ Stars: 2.6k
๐ Watchers: 30
๐ด Forks: 299
๐ป Programming Languages: TypeScript - Shell - PLpgSQL - JavaScript - CSS - Dockerfile - HTML
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Give agents everything they need to ship fullstack apps. The backend built for agentic development.
๐ Repository URL: https://github.com/InsForge/InsForge
๐ Website: https://insforge.dev
๐ Readme: https://github.com/InsForge/InsForge#readme
๐ Statistics:
๐ Stars: 2.6k
๐ Watchers: 30
๐ด Forks: 299
๐ป Programming Languages: TypeScript - Shell - PLpgSQL - JavaScript - CSS - Dockerfile - HTML
๐ท๏ธ Related Topics:
#oauth2 #ai #nextjs #websockets #realtime #postgresql #embeddings #coding #vectors #ai_agents #deno #pgvector #insforge
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ฅ Trending Repository: hindsight
๐ Description: Hindsight: Agent Memory That Learns
๐ Repository URL: https://github.com/vectorize-io/hindsight
๐ Website: https://hindsight.vectorize.io/
๐ Readme: https://github.com/vectorize-io/hindsight#readme
๐ Statistics:
๐ Stars: 2.8k
๐ Watchers: 23
๐ด Forks: 213
๐ป Programming Languages: Python - TypeScript - Rust - MDX - Shell - CSS
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Hindsight: Agent Memory That Learns
๐ Repository URL: https://github.com/vectorize-io/hindsight
๐ Website: https://hindsight.vectorize.io/
๐ Readme: https://github.com/vectorize-io/hindsight#readme
๐ Statistics:
๐ Stars: 2.8k
๐ Watchers: 23
๐ด Forks: 213
๐ป Programming Languages: Python - TypeScript - Rust - MDX - Shell - CSS
๐ท๏ธ Related Topics:
#memory #agents #agentic_ai
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ฅ Trending Repository: LiteRT
๐ Description: LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization
๐ Repository URL: https://github.com/google-ai-edge/LiteRT
๐ Website: https://ai.google.dev/edge/litert/next/overview
๐ Readme: https://github.com/google-ai-edge/LiteRT#readme
๐ Statistics:
๐ Stars: 1.6k
๐ Watchers: 15
๐ด Forks: 206
๐ป Programming Languages: C++ - MLIR - HTML - Python - Starlark - C
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization
๐ Repository URL: https://github.com/google-ai-edge/LiteRT
๐ Website: https://ai.google.dev/edge/litert/next/overview
๐ Readme: https://github.com/google-ai-edge/LiteRT#readme
๐ Statistics:
๐ Stars: 1.6k
๐ Watchers: 15
๐ด Forks: 206
๐ป Programming Languages: C++ - MLIR - HTML - Python - Starlark - C
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ฅ Trending Repository: A2UI
๐ Description: No description available
๐ Repository URL: https://github.com/google/A2UI
๐ Website: https://a2ui.org/
๐ Readme: https://github.com/google/A2UI#readme
๐ Statistics:
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๐ Watchers: 89
๐ด Forks: 934
๐ป Programming Languages: TypeScript - Python
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: No description available
๐ Repository URL: https://github.com/google/A2UI
๐ Website: https://a2ui.org/
๐ Readme: https://github.com/google/A2UI#readme
๐ Statistics:
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๐ Watchers: 89
๐ด Forks: 934
๐ป Programming Languages: TypeScript - Python
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==================================
๐ง By: https://t.iss.one/DataScienceM
Forwarded from Machine Learning with Python
Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
๐ฅ Trending Repository: browser
๐ Description: Lightpanda: the headless browser designed for AI and automation
๐ Repository URL: https://github.com/lightpanda-io/browser
๐ Website: https://lightpanda.io
๐ Readme: https://github.com/lightpanda-io/browser#readme
๐ Statistics:
๐ Stars: 14.2k
๐ Watchers: 42
๐ด Forks: 486
๐ป Programming Languages: Zig - HTML - Rust - JavaScript - Makefile - Dockerfile
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Lightpanda: the headless browser designed for AI and automation
๐ Repository URL: https://github.com/lightpanda-io/browser
๐ Website: https://lightpanda.io
๐ Readme: https://github.com/lightpanda-io/browser#readme
๐ Statistics:
๐ Stars: 14.2k
๐ Watchers: 42
๐ด Forks: 486
๐ป Programming Languages: Zig - HTML - Rust - JavaScript - Makefile - Dockerfile
๐ท๏ธ Related Topics:
#browser #zig #headless #cdp #browser_automation #puppeteer #playwright
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ฅ Trending Repository: dolt
๐ Description: Dolt โ Git for Data
๐ Repository URL: https://github.com/dolthub/dolt
๐ Website: https://www.dolthub.com
๐ Readme: https://github.com/dolthub/dolt#readme
๐ Statistics:
๐ Stars: 20.8k
๐ Watchers: 121
๐ด Forks: 664
๐ป Programming Languages: Go - Shell - JavaScript - Java - Python - C
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Dolt โ Git for Data
๐ Repository URL: https://github.com/dolthub/dolt
๐ Website: https://www.dolthub.com
๐ Readme: https://github.com/dolthub/dolt#readme
๐ Statistics:
๐ Stars: 20.8k
๐ Watchers: 121
๐ด Forks: 664
๐ป Programming Languages: Go - Shell - JavaScript - Java - Python - C
๐ท๏ธ Related Topics:
#mysql #git #sql #database #mariadb #immutable_database #data_version_control #data_versioning #ai_agents #database_version_control #decentralized_database #git_database #git_for_data #database_versioning #version_controlled_database #git_for_databases #git_sql #agent_memory #ai_database #agent_memory_server
==================================
๐ง By: https://t.iss.one/DataScienceM
Forwarded from Machine Learning with Python
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๐ฅ Trending Repository: OpenViking
๐ Description: OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.
๐ Repository URL: https://github.com/volcengine/OpenViking
๐ Website: https://openviking.ai
๐ Readme: https://github.com/volcengine/OpenViking#readme
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๐ Stars: 9.5k
๐ Watchers: 36
๐ด Forks: 655
๐ป Programming Languages: Python - C++ - Rust - JavaScript - Shell - CSS
๐ท๏ธ Related Topics:
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.
๐ Repository URL: https://github.com/volcengine/OpenViking
๐ Website: https://openviking.ai
๐ Readme: https://github.com/volcengine/OpenViking#readme
๐ Statistics:
๐ Stars: 9.5k
๐ Watchers: 36
๐ด Forks: 655
๐ป Programming Languages: Python - C++ - Rust - JavaScript - Shell - CSS
๐ท๏ธ Related Topics:
#agent #memory #skill #filesystem #opencode #ai_agents #rag #llm #agentic_rag #context_engineering #context_database #openclaw #clawbot
==================================
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โค2
๐ฅ Trending Repository: dimos
๐ Description: The Dimensional Framework
๐ Repository URL: https://github.com/dimensionalOS/dimos
๐ Readme: https://github.com/dimensionalOS/dimos#readme
๐ Statistics:
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๐ Watchers: 11
๐ด Forks: 142
๐ป Programming Languages: Python - Shell - TypeScript - C++ - HTML - Dockerfile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: The Dimensional Framework
๐ Repository URL: https://github.com/dimensionalOS/dimos
๐ Readme: https://github.com/dimensionalOS/dimos#readme
๐ Statistics:
๐ Stars:
๐ Watchers: 11
๐ด Forks: 142
๐ป Programming Languages: Python - Shell - TypeScript - C++ - HTML - Dockerfile
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
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๐ฅ Trending Repository: project-nomad
๐ Description: Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empoweredโanytime, anywhere.
๐ Repository URL: https://github.com/Crosstalk-Solutions/project-nomad
๐ Readme: https://github.com/Crosstalk-Solutions/project-nomad#readme
๐ Statistics:
๐ Stars: 659
๐ Watchers: 14
๐ด Forks: 84
๐ป Programming Languages: TypeScript - Shell
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empoweredโanytime, anywhere.
๐ Repository URL: https://github.com/Crosstalk-Solutions/project-nomad
๐ Readme: https://github.com/Crosstalk-Solutions/project-nomad#readme
๐ Statistics:
๐ Stars: 659
๐ Watchers: 14
๐ด Forks: 84
๐ป Programming Languages: TypeScript - Shell
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==================================
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๐ฅ Trending Repository: claude-code-best-practice
๐ Description: practice made claude perfect
๐ Repository URL: https://github.com/shanraisshan/claude-code-best-practice
๐ Readme: https://github.com/shanraisshan/claude-code-best-practice#readme
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๐ Watchers: 174
๐ด Forks: 1.5k
๐ป Programming Languages: HTML - Python
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==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: practice made claude perfect
๐ Repository URL: https://github.com/shanraisshan/claude-code-best-practice
๐ Readme: https://github.com/shanraisshan/claude-code-best-practice#readme
๐ Statistics:
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๐ด Forks: 1.5k
๐ป Programming Languages: HTML - Python
๐ท๏ธ Related Topics:
#best_practices #claude_ai #vibe_coding #claude_code #agentic_engineering
==================================
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๐ฅ Trending Repository: vite-plus
๐ Description: Vite+ is the unified toolchain and entry point for web development. It manages your runtime, package manager, and frontend toolchain in one place.
๐ Repository URL: https://github.com/voidzero-dev/vite-plus
๐ Website: https://viteplus.dev
๐ Readme: https://github.com/voidzero-dev/vite-plus#readme
๐ Statistics:
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๐ Watchers: 10
๐ด Forks: 43
๐ป Programming Languages: Rust - TypeScript - JavaScript - Shell - PowerShell - Just
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
๐ Description: Vite+ is the unified toolchain and entry point for web development. It manages your runtime, package manager, and frontend toolchain in one place.
๐ Repository URL: https://github.com/voidzero-dev/vite-plus
๐ Website: https://viteplus.dev
๐ Readme: https://github.com/voidzero-dev/vite-plus#readme
๐ Statistics:
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๐ Watchers: 10
๐ด Forks: 43
๐ป Programming Languages: Rust - TypeScript - JavaScript - Shell - PowerShell - Just
๐ท๏ธ Related Topics: Not available
==================================
๐ง By: https://t.iss.one/DataScienceM
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Data Science Jupyter Notebooks
Photo
Top 10 Database Scaling Techniques You Should Know:
1. ๐๐ง๐๐๐ฑ๐ข๐ง๐ : Create indexes on frequently queried columns to speed up data retrieval.
2. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐๐ฅ๐ข๐ง๐ : Upgrade your database server by adding more CPU, RAM, or storage to handle increased load.
3. ๐๐๐๐ก๐ข๐ง๐ : Store frequently accessed data in-memory (e.g., Redis, Memcached) to reduce database load and improve response time.
4. ๐๐ก๐๐ซ๐๐ข๐ง๐ : Distribute data across multiple servers by splitting the database into smaller, independent shards, allowing for horizontal scaling and improved performance.
5. ๐๐๐ฉ๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง: Create multiple copies (replicas) of the database across different servers, enabling read queries to be distributed across replicas and improving availability.
6. ๐๐ฎ๐๐ซ๐ฒ ๐๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Fine-tune SQL queries, eliminate expensive operations, and leverage indexes effectively to improve execution speed and reduce database load.
7. ๐๐จ๐ง๐ง๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐จ๐ฅ๐ข๐ง๐ : Reduce the overhead of opening/closing database connections by reusing existing ones, improving performance under heavy traffic.
8. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐ซ๐ญ๐ข๐ญ๐ข๐จ๐ง๐ข๐ง๐ : Split large tables into smaller, more manageable parts (partitions), each containing a subset of the columns/features from the original table.
9. ๐๐๐ง๐จ๐ซ๐ฆ๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Store data in a redundant but structured format to minimize complex joins and speed up read-heavy workloads.
10. ๐๐๐ญ๐๐ซ๐ข๐๐ฅ๐ข๐ณ๐๐ ๐๐ข๐๐ฐ๐ฌ: Pre-compute and store results of complex queries as separate tables to avoid expensive recalculation, reducing database load and improving response times.
https://t.iss.one/DataScienceN
1. ๐๐ง๐๐๐ฑ๐ข๐ง๐ : Create indexes on frequently queried columns to speed up data retrieval.
2. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐๐ฅ๐ข๐ง๐ : Upgrade your database server by adding more CPU, RAM, or storage to handle increased load.
3. ๐๐๐๐ก๐ข๐ง๐ : Store frequently accessed data in-memory (e.g., Redis, Memcached) to reduce database load and improve response time.
4. ๐๐ก๐๐ซ๐๐ข๐ง๐ : Distribute data across multiple servers by splitting the database into smaller, independent shards, allowing for horizontal scaling and improved performance.
5. ๐๐๐ฉ๐ฅ๐ข๐๐๐ญ๐ข๐จ๐ง: Create multiple copies (replicas) of the database across different servers, enabling read queries to be distributed across replicas and improving availability.
6. ๐๐ฎ๐๐ซ๐ฒ ๐๐ฉ๐ญ๐ข๐ฆ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Fine-tune SQL queries, eliminate expensive operations, and leverage indexes effectively to improve execution speed and reduce database load.
7. ๐๐จ๐ง๐ง๐๐๐ญ๐ข๐จ๐ง ๐๐จ๐จ๐ฅ๐ข๐ง๐ : Reduce the overhead of opening/closing database connections by reusing existing ones, improving performance under heavy traffic.
8. ๐๐๐ซ๐ญ๐ข๐๐๐ฅ ๐๐๐ซ๐ญ๐ข๐ญ๐ข๐จ๐ง๐ข๐ง๐ : Split large tables into smaller, more manageable parts (partitions), each containing a subset of the columns/features from the original table.
9. ๐๐๐ง๐จ๐ซ๐ฆ๐๐ฅ๐ข๐ณ๐๐ญ๐ข๐จ๐ง: Store data in a redundant but structured format to minimize complex joins and speed up read-heavy workloads.
10. ๐๐๐ญ๐๐ซ๐ข๐๐ฅ๐ข๐ณ๐๐ ๐๐ข๐๐ฐ๐ฌ: Pre-compute and store results of complex queries as separate tables to avoid expensive recalculation, reducing database load and improving response times.
https://t.iss.one/DataScienceN
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