#python

TimesFM is a powerful time-series forecasting model from Google Research, pretrained on 100 billion real-world data points, making it highly accurate even without retraining on new data. The latest version, TimesFM 2.5, is smaller (200M parameters) but supports longer input sequences and advanced forecasting features like continuous quantile forecasts. It can handle multiple time series and external factors, improving prediction quality for tasks like demand planning or weather forecasting. You can easily install and use it with Python, benefiting from fast, reliable forecasts across many applications without needing extensive model training. This saves time and effort while providing strong results.

https://github.com/google-research/timesfm

#typescript #agent #ai #ai_agents #ai_tools #automation #browser #browser_automation #browser_use #chrome_extension #comet #dia #extension #manus #mariner #multi_agent #n8n #nano #opensource #playwright #web_automation

Nanobrowser is a free, open-source Chrome extension that uses multiple AI agents to automate complex web tasks directly in your browser, keeping your data private since everything runs locally. It supports many AI language models, lets you customize which models handle different tasks, and offers an easy chat interface to control and track automation. You can automate repetitive tasks, ask follow-up questions, and review past interactions without coding. It works best on Chrome and Edge and is a cost-effective alternative to expensive AI automation tools, giving you powerful, flexible web automation with full control and privacy.

https://github.com/nanobrowser/nanobrowser

#javascript

You can find a complete collection of recipes from the restaurant 老乡鸡 (Lao Xiang Ji) in this project, which includes detailed cooking instructions and some AI-generated images, with a web version available for easy access. This resource is not official but is based on a thorough report of their dishes, allowing you to cook like they do at home. You can also contribute your own photos to improve the collection. This helps you learn authentic recipes and cooking methods from 老乡鸡, making it easier to recreate their popular dishes yourself. The project is open for suggestions and updates, ensuring it stays useful and accurate.

https://github.com/Gar-b-age/CookLikeHOC

#shell

Omarchy lets you quickly turn a fresh Arch Linux install into a fully set-up, modern web development system with just one command. It uses Hyprland for a beautiful desktop and includes all essential tools pre-configured, so you don’t have to spend time writing custom settings or hunting for the latest command-line tools. This saves you hours of setup and gives you a ready-to-use, efficient Linux environment ideal for development. It also supports disk encryption and uses modern defaults like the btrfs file system, making your system secure and reliable from the start.

https://github.com/basecamp/omarchy

#typescript #ai #ai_chatbot #angular #chat #chatbot #chatgpt #cohere #component #files #huggingface #image #nextjs #openai #react #react_chatbot #solid #speech #svelte #vue

Deep Chat is an easy-to-add AI chat tool for your website that connects with popular AI services like ChatGPT and HuggingFace or your own custom APIs using just one line of code. It supports text, voice input, speech-to-text, text-to-speech, file sharing, webcam photos, and audio recording, making conversations more interactive. You can customize everything from avatars to message styles and run small AI models directly in the browser without servers. It works with major web frameworks and offers features like local message storage and focus mode for a modern chat experience. This helps you quickly add a powerful, flexible AI chatbot that fits your needs and improves user engagement.

https://github.com/OvidijusParsiunas/deep-chat

#python #llm #multiagent #robotics #ros2 #zenoh

OpenMind's OM1 is an open-source, modular AI system that lets you build and control smart robots like humanoids, quadrupeds, and educational bots. It works with many types of sensors (cameras, LIDAR, web data) and supports physical actions like moving and talking. OM1 is easy to use with Python, supports many hardware platforms via plugins, and offers tools for debugging and voice/vision AI integration. You can quickly create custom AI agents that interact naturally and upgrade them for different robots. This helps you develop advanced, human-friendly robots that can navigate, communicate, and perform tasks autonomously or with your commands. It runs on common platforms and supports full autonomy with real-time mapping and control. This system benefits you by simplifying robot development, enabling flexible AI-powered behaviors, and supporting a wide range of hardware and applications.

https://github.com/OpenMind/OM1

#python

AIPy lets you interact with a large language model (LLM) through a full Python environment, so you can describe your data tasks in plain English and it automatically writes and runs Python code for you. This means you don’t have to manually type or copy code for data processing like cleaning, analyzing, or visualizing files. You can switch between simple task mode (for beginners) and Python mode (for advanced users), making it easy to handle complex data work efficiently. This saves time and effort by combining natural language instructions with direct Python execution in one tool.

https://github.com/knownsec/aipyapp

#typescript #anthropic #anthropic_claude #claude #claude_4 #claude_4_opus #claude_4_sonnet #claude_ai #claude_code #claude_code_sdk #cursor #ide #llm #llm_code #rust #tauri

opcode is a powerful desktop app that makes working with Claude Code easier and more visual. It lets you manage projects and coding sessions with a clear interface, create custom AI agents for specific tasks, track your usage and costs, and organize servers all in one place. You can save and restore session checkpoints, view detailed logs, and edit project files with live previews. It runs securely on your computer, keeping your data private, and supports Windows, macOS, and Linux. This tool helps you be more productive and organized when coding with Claude Code by replacing complex command-line work with a user-friendly GUI.

https://github.com/winfunc/opcode

#kotlin #android #gfw #proxy #shadowsocks #sing_box #trojan #vmess #vpn

NekoBox for Android is a free, open-source app that helps you use many types of proxy servers like Shadowsocks, VMess, Trojan, and WireGuard to browse the internet securely and anonymously. It creates an encrypted VPN tunnel on your device, protecting your data from snooping and letting you bypass geo-restrictions or blocked websites. You can manage multiple proxy accounts easily in one app. It supports popular subscription formats for easy setup and is regularly updated by its community. Avoid the Google Play version since it’s no longer open source; download it safely from the official GitHub releases instead. This tool benefits you by enhancing privacy, security, and internet freedom on your Android device.

https://github.com/MatsuriDayo/NekoBoxForAndroid

#python

You can use a Python script with Selenium or Appium to automatically buy tickets on Damai (大麦网) without delay. By setting up Python, installing required packages, and configuring a file with your desired concert details (like city, date, price, and attendees), the script simulates the buying process and can auto-submit orders for you. This saves you time and effort, increasing your chances of getting tickets quickly during high-demand sales. For mobile app ticket buying, Appium automates the process but requires extra setup like Node.js and Android SDK. This automation helps you avoid manual refreshing and speeds up ticket purchase.

https://github.com/WECENG/ticket-purchase

#python #ai_researcher

AI-Researcher is a powerful tool that fully automates scientific research from start to finish. It can review literature, generate new research ideas, design and implement algorithms, validate results, and even write complete academic papers. You just provide research ideas or reference papers, and it handles the rest using advanced AI agents. This saves you time and effort by streamlining complex research tasks, helping you innovate faster without needing deep technical expertise. It supports multiple AI models, offers a user-friendly web interface, and includes a benchmark to evaluate research quality, making it an efficient assistant for accelerating scientific discovery.

https://github.com/HKUDS/AI-Researcher

#c_lang

You can find detailed guides for Linux kernel developers and users in the Documentation/ folder, with files in formats like HTML and PDF. To build these documents yourself, use commands like `make htmldocs` or `make pdfdocs`. The documentation covers important topics such as kernel building, running requirements, and upgrade issues. Reading these helps you understand how to work with the Linux kernel safely and effectively, avoiding common problems when upgrading or modifying it. This makes managing and developing the kernel easier and more reliable for you.

https://github.com/torvalds/linux

#python #document_analysis #layout_analysis #ocr #parser #pdf #pdf_converter #pdf_parser #python #vlm_ocr

Dolphin is a smart AI tool that can analyze and understand complex document images, like pages with text, tables, formulas, and pictures. It works in two steps: first, it figures out the layout and reading order of the page; then, it quickly parses each element using special prompts. This makes it fast and accurate for turning document images into structured data like JSON or Markdown. You can use pre-trained models and easy code to process single pages, PDFs, or specific elements. This helps you save time and effort when extracting information from complicated documents efficiently.

https://github.com/bytedance/Dolphin

#python #multi_modal_rag #retrieval_augmented_generation

RAG-Anything is a powerful AI system that helps you search and understand documents containing mixed content like text, images, tables, and math formulas all in one place. It uses smart parsing and analysis to break down complex documents and builds a knowledge graph to connect different types of information. This means you can ask detailed questions about any part of a document—whether text or images—and get clear, accurate answers quickly. It supports many file types like PDFs and Office files, making it ideal for research, technical work, or business reports where you need a unified, easy way to explore rich, multimodal content. This saves you time and effort by avoiding multiple tools and gives you deeper insights from your documents.

https://github.com/HKUDS/RAG-Anything

#typescript

Cap'n Web is a lightweight JavaScript RPC system that lets you call functions and pass objects between client and server easily, using familiar JavaScript APIs and JSON for data. It supports bidirectional calls, passing functions and objects by reference, and promise pipelining, which means you can chain calls efficiently in one network round trip. It works in browsers, Node.js, Cloudflare Workers, and supports HTTP, WebSocket, and MessagePort transports. Cap'n Web is small (under 10kB), integrates with TypeScript, and helps build fast, secure, and flexible web APIs with less boilerplate and better performance than many other RPC systems. This makes your web app communication simpler and faster.

https://github.com/cloudflare/capnweb

#python #ai #ai_chat #chatgpt #enterprise_search #gen_ai #information_retrieval #llm #llm_ui #nextjs #python #rag

Onyx is an open-source AI platform that lets you easily create and use custom AI chat agents with any large language model (LLM). It supports advanced features like web search, document search, code execution, and connecting to over 40 apps, all while keeping your data secure and private. You can deploy it quickly on your own servers or cloud, making it great for individuals or large teams. Onyx helps you get accurate, reliable answers from your own knowledge and automates tasks, improving productivity and collaboration in your work. It’s flexible, secure, and free to start with.

https://github.com/onyx-dot-app/onyx

#typescript

x402 is a new internet payment protocol that lets you accept digital dollars instantly with just one line of code, charging almost no fees and settling payments in about 2 seconds. It uses the HTTP 402 status code to request payment for online resources, making it easy for websites and APIs to get paid automatically using blockchain technology. This system works with many blockchains, supports tiny payments, and removes the usual delays, fees, and complications of credit cards. For you, this means fast, low-cost, and simple digital payments that fit naturally into existing web services without complex setup or extra steps. It’s ideal for modern apps and AI agents needing quick, seamless payments.

https://github.com/coinbase/x402

#python #ai #context #embedded #faiss #knowledge_base #knowledge_graph #llm #machine_learning #memory #nlp #offline_first #opencv #python #rag #retrieval_augmented_generation #semantic_search #vector_database #video_processing

Memvid lets you store millions of text pieces inside a single MP4 video file using QR codes, making your data 50-100 times smaller than usual databases. You can search this video instantly in under 100 milliseconds without needing servers or internet after setup. It works offline, is easy to use with simple Python code, and supports PDFs and chat with your data. The upcoming version 2 will add features like continuous memory updates, shareable capsules, fast local caching, and better video compression, making your AI memory smarter, faster, and more flexible. This means you get a powerful, portable, and efficient way to manage and search huge knowledge bases quickly and easily.

https://github.com/Olow304/memvid

#typescript

Trend Finder helps you quickly spot new social media trends and product launches by automatically monitoring key influencers’ posts and websites, then sending instant alerts to Slack or Discord. This saves you time from manual searching, keeps you updated on real-time conversations, and lets you react fast to new opportunities or changes in your industry. Using AI, it analyzes content for relevance and sentiment, so you get meaningful insights. Setting it up requires some technical steps like installing Node.js and configuring API keys, but once running, it streamlines trend tracking so you can focus on creating effective marketing campaigns.

https://github.com/ericciarla/trendFinder

#typescript #gemini #gemini_api

Gemini CLI is a free, open-source AI tool that lets you use Google's powerful Gemini AI directly in your terminal to write, understand, and debug code quickly. It supports up to 60 requests per minute and 1,000 per day for free, with access to advanced models and a large context window. You can automate tasks, run commands, search the web for real-time info, and integrate it with GitHub for automated code reviews and issue management. It works on macOS, Linux, and Windows, and is easy to install via npm or Homebrew. This tool helps you speed up coding and workflow automation right from your command line.

https://github.com/google-gemini/gemini-cli

#ruby #backup #network #nms #rancid

Oxidized is a free tool that automatically backs up network device configurations from over 130 device types, replacing older tools like RANCID. It runs efficiently by adjusting how many tasks it uses based on your setup and offers a web API to manage backups and see changes. It can track who made changes using syslog and integrates with Git to show detailed version history. You can install it on many systems, configure it easily with YAML files, and use various sources and outputs for flexibility. This helps you keep your network device settings safe, organized, and easy to review or restore when needed.

https://github.com/ytti/oxidized