GitHub Trends

#python#deep_learning#inference#openai#quantization#speech_recognition#speech_to_text#transformer#whisper Faster-Whisper is a fast version of OpenAI's Whisper that transcribes audio up to 4x quicker with the same accuracy, using less memory on CPU or GPU—benchmarks show it beats original Whisper (e.g., 1m03s vs 2m23s for 13-min audio on GPU). Install via `pip install faster-whisper`, no FFmpeg needed, and use simple Python code like `WhisperModel("large-v3").transcribe("audio.mp3")` for segments with timestamps. You benefit by getting quick, efficient speech-to-text for real-time apps, saving time and resources on long files or batches. https://github.com/SYSTRAN/faster-whisper

#other#awesome#chartjs#charts#integrations#plugins#resources Chart.js is a flexible JavaScript library for creating interactive charts with extensive customization options. You can use it with popular frameworks like React, Vue, and Angular through dedicated adapters, and extend its functionality with plugins for styling, features, and data handling. The library supports three major versions—v2 (April 2016), v3 (April 2021), and v4 (November 2022)—each with different plugin compatibility. This means you can choose the version that best fits your project needs and find compatible extensions for charts, animations, zooming, data labels, and more. Whether you need basic charts or advanced visualizations with custom interactions, Chart.js provides the tools to build professional data displays efficiently. https://github.com/chartjs/awesome

#go#customer#feature_request#feedback#ideas#suggestions Fider is a simple tool for collecting customer feedback, feature requests, and votes to prioritize what users want most. Use Fider Cloud for quick managed setup or self-host it free on your servers. Customize it, invite users to suggest ideas, vote, and discuss, then update statuses like "planned" or "done" to keep them informed. This saves time guessing needs, boosts customer loyalty through engagement, and helps build better products efficiently. https://github.com/getfider/fider

#jupyter_notebook#agent#agentic_ai#agents#authentication#bedrock#core#gateway#identity_management#memory_management#production_code#runtime Amazon Bedrock AgentCore lets you build, deploy, and run AI agents securely at scale with any framework like CrewAI or LangGraph and any model, without managing complex infrastructure. It offers serverless runtime for long tasks up to 8 hours, gateway to connect tools like Slack or APIs easily, memory for personalized experiences, identity management, built-in code interpreter and browser tools, plus observability. This saves time by skipping heavy setup, speeds prototypes to production, cuts costs with pay-per-use, and boosts security—helping you create powerful agents faster for real business needs. https://github.com/awslabs/amazon-bedrock-agentcore-samples

#python Polymarket Agents is a free, open-source Python framework to build AI agents that trade autonomously on Polymarket prediction markets. It integrates the Polymarket API, pulls data from news and bets, uses RAG for smart info retrieval, and offers LLM tools for strategies like spotting cheap YES/NO shares when their average cost dips below $1 for guaranteed profit. You benefit by automating emotion-free trades, capturing market inefficiencies instantly, and boosting returns without constant monitoring. https://github.com/Polymarket/agents

#shell#android#android_emulator#ci_pipeline#docker#docker_android docker-android is a small, customizable Docker image with Android emulator, KVM, and ADB for remote control via scrcpy. Run it easily with `docker run --device /dev/kvm -p 55555555`. Customize Android versions (like API 33), add Play Store, or mount SDK externally for tiny sizes (138MB compressed without). It benefits you by enabling fast, consistent, headless Android testing in CI/CD pipelines, saving setup time and resources. https://github.com/HQarroum/docker-android

#typescript#spotify#spotify_downloader#wails SpotiFLAC is a tool that downloads Spotify tracks in true lossless FLAC format using Tidal, Qobuz, or Amazon Music as sources, and it requires no account to use. It works on Windows, macOS, and Linux, offering high-quality audio preservation without losing sound data like compressed formats do. The main benefit is that you can keep your favorite Spotify music offline in the best possible audio quality while maintaining all song details like artist names and track information, making it ideal for audiophiles and music enthusiasts who want to preserve music fidelity. https://github.com/afkarxyz/SpotiFLAC

#javascript#erp#hacktoberfest#odoo#python OCA/web offers 40+ free addons for Odoo 18 web interface, like dark mode, responsive design, custom calendars, notifications, charts, and tree view improvements with maintainers listed. All pass pre-commit, build, and translation checks, licensed AGPL-3.0 or per module. You gain easy UI enhancements to customize Odoo backend faster, boost usability on mobile/touchscreens, save time on exports/filters, and improve productivity without coding from scratch. https://github.com/OCA/web

#python#ai#ai_agents#ai_coding#claude_code_plugin#claude_code_plugins#claude_code_plugins_marketplace#claude_marketplace#claude_plugin#claude_skills#docs#documentation#mcp#mcp_server#postgres#postgresql#skills pg-aiguide helps AI coding tools create better PostgreSQL code with semantic search of official docs, best-practice skills for schemas/indexes, and extension info like TimescaleDB. Install it free as a public MCP server or Claude plugin in tools like Cursor/VS Code for one-click setup. It fixes AI's weak spots—outdated code, missing constraints (4x more), indexes (55% more), and modern PG17 features—producing robust, fast, maintainable schemas that save you debugging time and production fixes. https://github.com/timescale/pg-aiguide

#python#self_hosted#youtube#youtube_dl#yt_dlp MeTube is a simple web tool to download YouTube videos, playlists, and content from dozens of sites using yt-dlp. Run it easily with Docker by mapping a downloads folder to your drive, then paste URLs in the browser GUI to pick quality, format (like MP4/MP3), and start queued downloads with progress tracking. Customize via env vars for concurrent limits, folders, or cookies for private videos. You benefit by self-hosting ad-free, private offline saves without command-line hassle, saving bandwidth and enjoying full control anytime. https://github.com/alexta69/metube

#c_lang Vanilla is an alpha-stage, open-source Wii U gamepad clone that lets you use devices like Steam Deck, Linux PCs, Nintendo Switch, Android phones, Windows, or Raspberry Pi as a replacement controller with touchscreen, needing 5GHz Wi-Fi (check compatibility). Download official builds from GitHub releases or distro packages; use keyboard mappings (e.g., Z=A, Enter=Plus) or controllers, with shortcuts like F5 for recording. It benefits you by fixing broken gamepads, enabling off-TV play, and preserving Wii U games cheaply without Nintendo hardware. https://github.com/vanilla-wiiu/vanilla

#shell#analyzer#appcleaner#clean#cleaner#cleaner_cli#cleaner_script#command_line#daisydisk#istat#mac#macos#optimize#sensei#shell#uninstall Mole is a free, open-source terminal tool that deeply cleans and optimizes your Mac by removing caches, logs, browser junk, and app leftovers—freeing up gigabytes like 95GB in one go. It smartly uninstalls apps with all hidden files, analyzes disk space visually, monitors CPU/memory live, and rebuilds caches for better speed. Install easily via curl or Homebrew, preview changes safely, and use Touch ID. This saves you money on paid cleaners, reclaims storage fast, boosts performance, and diagnoses issues simply from your terminal. https://github.com/tw93/Mole