#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
#EvolutionX#UNOFFICIAL#A16#diting#qpr1
EvolutionX 11.5.1 | UNOFFICIAL | Android 16
Updated: 28/12/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Sync soruce
• Update blobs and firmware from OS2.0.205.0.VLFMIXM
• Xiaomi camera has been updated
• Updated kernel and some fixes
• Many optimizations and fixes were made.
• Dolby audio by default
• Update KernelSU
Notes:
If you want to receive regular updates, you can donate and we will add you to VIP support.
Credits:Here
By@Jezzay97 | Donate
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#EvolutionX#UNOFFICIAL#A16#diting#qpr1
EvolutionX 11.5 | UNOFFICIAL | Android 16
Updated: 18/11/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Initial release qpr1
• TEST BUILD
• Dolby audio by default
• KernelSU SusFS support
Notes:
If you want to receive regular updates, you can donate and we will add you to VIP support.
Credits:Here
By@Jezzay97 | Donate
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#PixelOS#UNOFFICIAL#A16#diting#qpr1
PixelOS 16.1 | UNOFFICIAL | Android 16
Updated: 28/12/2025
▪️Download: SF | Mirror
▪️Support :Group
▪️Source Changelogs: here
Changelogs:
• Initial release
Notes:
If you want to receive regular updates, you can donate and we will add you to VIP support.
Credits:Here
By@Jezzay97 | Donate
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Evolution X - Official | Android 16 | Nothing Phone (2)
📝 Details:
- Version: v11.5.2
- Device: #Pong
- Released: 03/02/26
⬇️ Download: Gapps | Vanilla
🛟 Recovery: Here
📖 Changelogs: Here
🆘 Support: Discord | Telegram
🏷 Tags: #AOSP#ROM#EvoX#Official#QPR1
✍️Notes:
- Firmware is included! (NOS 4.0)
- Sideloading/USB in recovery works as intended now
- Gapps is included, do not flash again
- Dolby is included
🏆Credits:
- Ghost and Chandu for DT
- Fabian & Ghost & HELLBOY for Glyph
- HELLBOY for Kernel base
👤 Maintainer: @Superuser1958
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Evolution X - Official | Android 15 | Nothing Phone (2)
📝 Details:
- Version: v10.3
- Device: #Pong
- Released: 22/02/25
⬇️ Downloads: ROM | Recovery Image
⚙️ Flashing Instructions: Here
📖 Changelogs: Here
🆘 Support: Here
🏷 Tags: #AOSP#ROM#QPR1#EvoX#Official
✍️Notes:
- Gapps is included, do not flash again!
- Firmware is included
- Dolby is included
🏆Credits:
- Chandu for base DT
- Ghost for Dolby and additional fixes
- Fabian & HELLBOY for Glyph
- HELLBOY for Meteoric Kernel
👤 Maintainer: @Superuser1958
🐙 Chat @NothingPhone2
🔔 Updates @NothingPhone2Updates
#EvolutionX#UNOFFICIAL#A16#diting#qpr1#Beta
EvolutionX 11.5 | UNOFFICIAL | Android 16
Updated: 28/11/2025
▪️Download: SF | Mirror
▪️Screenshots
▪️Support:Group
▪️ Recovery: here
Changelogs:
• Sync soruce
• The Xiaomi camera has been updated and added by default.
• The kernel has been updated and some new changes have been made.
• Some minor changes were made to the tree.
• Dolby audio by default
• KernelSU SusFS support
CLEAN FLASH RECOMMENDED
Notes:
If you want to receive regular updates, you can donate and we will add you to VIP support.
Credits:Here
By@Jezzay97 | Donate
Follow@xiaomi_12tpro_updates
Join@xiaomi12tpro_chat