#typescript#12_factor#12_factor_agents#agents#ai#context_window#framework#llms#memory#orchestration#prompt_engineering#rag
The 12-Factor Agents are a set of proven principles to build reliable, scalable, and maintainable AI applications powered by large language models (LLMs). They help you combine the creativity of AI with the stability of traditional software by managing prompts, context, tool calls, error handling, and human collaboration effectively. Instead of relying solely on complex frameworks, you can apply these modular concepts to improve your existing products quickly and reach high-quality AI performance for real users. This approach makes AI software easier to develop, debug, and scale, ensuring it works well in production environments[1][3][5].
https://github.com/humanlayer/12-factor-agents
SOUND CROWD (Gnu Gpl 3)
#Android#music#player app with support for waveforms, audio tagging via Shazam, and streaming from SoundCloud, YouTube, Spotify, Beatport, and Tidal
Details : SoundCrowd is a free, open-source and lightweight music player for Android in modern material design, specialized for playing long music tracks (DJ mixes, live sets, audio books).
The app contains build-in plugin modules to support the following online streaming services:
0. SoundCloud (requires free account)
1. YouTube
2. Spotify (requires account with (Optional) active premium subscription)
3. Beatport (requires free account, requires subscription to play full-length tracks)
4. Tidal (requires account with active subscription)
Get it on
>F-Droid (IZZY repo) - https://apt.izzysoft.de/fdroid/index/apk/com.tiefensuche.soundcrowd
> Github - https://github.com/soundcrowd/soundcrowd
BlackHole
Music Player made with Flutter
Features
Best Streaming Quality (320kbps)
Music Search
Trending Songs
Support 15+ music languages
Local and Global Top Spotify songs
Add Songs to Favorite
Playlists support
Import Playlists from Spotify
Sleep timer
Lyrics Support
Listening history record
Dark mode / accent color
Download for offline play (320kbps with ID3 tags)
Play Online as well as Offline Songs
Queue Management
Auto Update Check
Cache support
No Subscription
No Ads
More to come...
Download https://github.com/Sangwan5688/BlackHole/releases
Channel @blackhole_channel
Group https://t.me/joinchat/fHDC1AWnOhw0ZmI9
#BlackHole#Music#Player
🤩 Welcome, Star! Понемногу готовимся к предстоящей оффлайн-лиге PMSL CSA 2024: Fall и проводим трансфер молодого киберспортсмена из De Muerte.
#GOGOHBT#announcment#player