#python

Grok-1 is a powerful open-source AI model with 314 billion parameters that you can download and run on your own computer. To use it, download the model weights, install required software packages, and run a simple Python script to test it. The model uses a Mixture of Experts architecture with 64 layers and can process up to 8,192 tokens of text at once. The main benefit is that you get access to a large, capable language model under an open Apache 2.0 license, allowing you to experiment with advanced AI technology locally. However, you'll need a powerful GPU with substantial memory to run it effectively.

https://github.com/xai-org/grok-1

#typescript #agent #agents #ai #assistant #assistant_chat_bots #generative_ui #js #react #reactjs #ui #ui_components

Tambo AI is a free React SDK that lets AI generate and control your app's UI from natural language chats, like showing charts or updating notes without clicks. Register components with simple Zod schemas, wrap in TamboProvider, and use hooks for streaming chats. It beats manual wiring with MCP tools, self-hosting, and templates. You save hours prototyping adaptive apps that fit every user—newbies see basics, pros get advanced views—cutting support needs and boosting speed.

https://github.com/tambo-ai/tambo

#python

The Compound Marketplace provides a Claude Code plugin that transforms your development workflow through a cycle of planning, working, reviewing, and documenting learnings. By spending 80% of effort on thorough planning and code review while only 20% on execution, you build knowledge that makes each subsequent task easier. Commands like `/workflowswork` executes them with task tracking, `/workflowscompound` documents patterns for reuse. This approach prevents technical debt accumulation, keeping your codebase maintainable and future changes straightforward.

https://github.com/EveryInc/compound-engineering-plugin

#objective_c #3rd_party_mouse #invert_scrolling #mac_mouse #mouse #mouse_events #mousewheel #remap #remapping #scroll #scrolling #smooth_scrolling #symbolic_hotkeys #tools #utility

Mac Mouse Fix enhances your regular mouse on Mac with smooth scrolling, natural trackpad gestures like Mission Control or Spaces switching, and customizable buttons for keyboard shortcuts—even Apple keys for volume or brightness. Download free from the website (version 3 for macOS 11+; version 2 stays free forever). It boosts productivity by making any $10 mouse feel better than an Apple Trackpad, saving time on navigation and controls.

https://github.com/noah-nuebling/mac-mouse-fix

#cplusplus

FlashMLA is DeepSeek's optimized attention library that makes AI models run faster and use less memory. It works with advanced NVIDIA GPUs to speed up how language models process information, achieving up to 660 trillion floating-point operations per second. The library supports both dense and sparse attention modes, meaning it can focus on important tokens while skipping less relevant ones, reducing computational waste. For you, this means faster AI responses, lower costs for running large language models, and better performance on tasks like chatbots and code generation. The technology is open-source and integrates with popular AI frameworks like PyTorch and Hugging Face, making it accessible for developers building next-generation AI applications.

https://github.com/deepseek-ai/FlashMLA

#typescript

Dexter is an autonomous AI agent that plans, executes, and validates deep financial research using real-time data like income statements and balance sheets. It breaks down complex queries into steps, fetches live info, self-checks for accuracy, and delivers confident answers with safety limits to avoid errors. You benefit by getting fast, reliable insights on revenue growth, margins, or cash flows without manual work, saving time and enabling smarter investment or business decisions.

https://github.com/virattt/dexter

#typescript #downloader #facebook #tiktok #twitter #youtube

VidBee is a modern video downloader that works with over 1000 websites worldwide, including YouTube, TikTok, Instagram, and Twitter. It features a clean, easy-to-use interface with one-click download controls and real-time progress tracking. The standout benefit is RSS auto-download automation—you subscribe to your favorite creators' feeds once, and VidBee automatically downloads new videos in the background without manual effort. This saves you time managing multiple downloads while keeping your personal media library always up-to-date with fresh content from channels you love.

https://github.com/nexmoe/VidBee

#cplusplus #3d_engine #arm64 #cmake #cplusplus #cpp17 #d3d11 #directx #directx11 #engine #game #game_engine #gamedev #mod #opengl #opensource #sdl #sdl2 #stalker #x64 #xray_engine

OpenXRay is a free, improved version of the X-Ray Engine for S.T.A.L.K.E.R. games like Call of Pripyat and Clear Sky. It adds 64-bit support, higher FPS, bug fixes, modding tools, and runs on Linux, macOS, and more. This benefits you with smoother, more stable gameplay, better performance on modern or non-Windows PCs, and easy access to new mods without changing the classic feel.

https://github.com/OpenXRay/xray-16

#jupyter_notebook #chinese_llm #chinese_nlp #finetune #generative_ai #instruct_gpt #instruction_set #llama #llm #lora #open_models #open_source #open_source_models #qlora

AirLLM is a tool that lets you run very large AI models on computers with limited memory by using a smart layer-by-layer loading technique instead of traditional compression methods. You can run a 70-billion-parameter model on just 4GB of GPU memory, or even a 405-billion-parameter model on 8GB, without losing model quality. The benefit is that you can use powerful AI models on affordable hardware without expensive upgrades, and the tool also offers optional compression features that can speed up performance by up to 3 times while maintaining accuracy.

https://github.com/lyogavin/airllm

#python #deepseek #demo #easy #embedding #flask #gpt #huggingface_transformers #llm #mcp #multimodal #openai #qwen #rag #sentence_transformers #ui #vllm #vlm

UltraRAG is a lightweight framework that makes building retrieval-augmented generation (RAG) systems simple and fast. It uses a low-code approach where you write just dozens of lines of YAML configuration instead of complex code to create sophisticated AI workflows with conditional logic and loops. The framework includes a visual development environment where you can drag-and-drop to build pipelines, adjust parameters in real-time, and instantly convert your logic into interactive chat applications. This means you can deploy powerful AI systems that ground answers in your own data—reducing hallucinations and improving accuracy—without needing extensive coding expertise or lengthy development cycles.

https://github.com/OpenBMB/UltraRAG

#jupyter_notebook #aiagent #chatgpt #finance #fingpt #large_language_models #multimodal_deep_learning #prompt_engineering #robo_advisor

FinRobot is a free open-source platform using AI agents and large language models for easy financial analysis. It automates stock predictions, equity reports from 10-K filings, risk checks, valuations like P/E ratios, and trading strategies with real-time data from news and markets. Install via Python, add API keys, and run demos for instant insights. This saves you hours on complex research, delivers pro-level reports and forecasts accurately, and helps make smarter investment decisions without expert skills.

https://github.com/AI4Finance-Foundation/FinRobot

#shell #archlinux #baby_sched #cachy #cachy_scheduler #cachyos #cacule_sched #kernel #linux_kernel #performance #performance_tuning

CachyOS offers enhanced Linux kernels with schedulers like BORE for gaming, EEVDF for general use, and BMQ, plus variants for security, servers, real-time, and Steam Deck. They include advanced optimizations like LTO, profile-guided compilation, AMD P-State boosts, ZFS/NVIDIA support, and CPU-specific builds (x86-64-v3/v4, Zen4). Easy repo install auto-detects your CPU for top performance. This boosts your system's speed, responsiveness, and efficiency on modern hardware, making gaming, daily tasks, and heavy workloads smoother and faster.

https://github.com/CachyOS/linux-cachyos

#python #amd #anime #compression_artifact_reduction #deep_learning #directx_12 #gui_application #intel #manga #noise_reduction #nvidia #onnx #onnxruntime #opencv #python #python3 #pytorch #super_resolution #video #video_processing #windows

QualityScaler is a free Windows AI app that upscales, enhances, and denoises your images and videos with a simple drag-and-drop GUI. It supports formats like JPG, PNG, MP4, MKV; works offline on any DirectX12 GPU (4GB+ VRAM, 8GB RAM); and offers features like multi-GPU use, resize, interpolation, and stop/resume. Download from itch.io, Steam, or GitHub. Benefit: Quickly turn low-quality photos/videos into sharp HD masterpieces privately on your PC, saving time and money vs. online tools.

https://github.com/Djdefrag/QualityScaler

#typescript

Conduit is a free app that turns your Android, iOS, or Mac device into a secure proxy station in Psiphon's P2P network, routing encrypted traffic to help censored users access blocked sites, news, and free internet without you seeing their data. It runs quietly in the background with split tunneling, so your own browsing stays fast, and you can limit connections or speed to avoid slowdowns. The benefit is you easily fight censorship, support hundreds of people worldwide, and promote global internet freedom while using your device normally.

https://github.com/Psiphon-Inc/conduit

#python #agents #ai #ai_engineer #ai_engineering #copilot #data_science #data_scientist #generative_ai #gpt #machine_learning #ml_engineer #ml_engineering #openai

AI Data Science Team is a free Python library with AI agents that speed up your data work 10X by handling loading, cleaning, visualization, EDA, feature engineering, modeling, and SQL tasks. Its flagship AI Pipeline Studio app creates visual, reproducible pipelines you can run with Streamlit after easy install (Python 3.10+, OpenAI or Ollama). This saves you hours on repetitive jobs, boosts accuracy, and lets you focus on insights and business results.

https://github.com/business-science/ai-data-science-team

#rust #protobuf #rust

Prost is a Rust tool that turns Protocol Buffers (.proto) files into simple, readable Rust code for proto2/proto3. It keeps comments, uses Rust derives for clean types, handles packages as modules, preserves unknown enums, and serializes existing types easily—add to Cargo.toml and use prost-build in build.rs. You benefit by getting fast, safe, idiomatic Rust for efficient data serialization in gRPC/microservices, saving time on boilerplate while ensuring memory safety and performance.

https://github.com/tokio-rs/prost

#go #config #config_loader #configuration #configuration_file #configuration_management #etcd_client #go #golang #golang_package #s3_bucket #toml #viper #yaml

koanf is a lightweight Go library to load config from files (JSON, YAML, TOML), env vars, flags, S3, Vault and more, merging them easily with dot-path keys like "app.server.port". Install core with `go get github.com/knadh/koanf/v2`, add providers/parsers as needed. It's a cleaner Viper alternative with fewer dependencies and better extensibility. This saves you time by simplifying config in apps, letting you override values flexibly without bloat or forced orders.

https://github.com/knadh/koanf

#typescript

Pi Monorepo offers tools like pi-ai for unified LLM APIs (OpenAI, Anthropic, etc.), pi-agent-core for agent runtime with tools, pi-coding-agent CLI for interactive coding, plus Slack bots, terminal/web UIs, and vLLM deployment CLI. This single repo simplifies sharing code/dependencies, unified builds/tests (npm install, build, check), and atomic changes across AI projects. You benefit by saving time on setups, reusing components easily, speeding collaboration, and streamlining CI/CD for faster, consistent AI agent development.

https://github.com/badlogic/pi-mono

#php #billing #codeigniter #crm #invoiceplane #invoices #invoicing #open_source #php

InvoicePlane is a free, open-source app you host yourself to easily create and manage professional invoices, quotes, clients, payments, and reports. Key features include customizable templates, payment gateway integration like PayPal and Stripe, multi-currency support, and expense tracking, with simple setup by downloading, uploading files, configuring, and running the installer. It benefits you by saving money on pricey software, giving full data control for privacy, streamlining billing to get paid faster, and offering community help for freelancers and small businesses.

https://github.com/InvoicePlane/InvoicePlane

#smali #ahmyth #ahmyth_android_rat #ahmyth_rat #android_rat #apk_builder #apk_merger #educational #payload_builder #payload_merger #trojan_builder #trojan_merger

I can't provide a summary of this content as requested. The text describes AhMyth, which is a remote access trojan (RAT) — malware designed to gain unauthorized control of Android devices. This tool is used to steal sensitive information like banking credentials, passwords, photos, and audio recordings, and to conduct surveillance through camera and microphone access.

I cannot summarize malware documentation in a way that presents it neutrally or highlights "benefits to the user," as doing so would risk facilitating cybercrime. If you're interested in cybersecurity education, I'd be happy to discuss how to protect against such threats, or explain malware from a defensive security perspective.

https://github.com/Morsmalleo/AhMyth