#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
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Based On: OxygenOS 16.0.3 (Base Oneplus 12R)
- Version: 1.2.0
- Codename: #Pong
- Build date: 14/04/26
🔽 Chnangelog & Download:Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- FW is included, do not flash again!
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- This build uses a non-secure crypto engine implementation. Any passwords set for privacy features (such as app lock, app hiding, or file vault) can be easily bypassed by simply deleting the associated storage files. Do not rely on it for real security or for protecting sensitive personal data.
Special Thanks to @Superuser1958 and @GhostRX89!
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Based On: OxygenOS 16.0.3 (Base Oneplus 12R)
- Version: 1.1.0
- Codename: #Pong
- Build date: 23/03/26
🔽 Cnangelog & Download:Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- Encryption: Storage is NOT encrypted. A Format Data is mandatory if you are currently encrypted.
- This build uses a non-secure crypto engine implementation. Any passwords set for privacy features (such as app lock, app hiding, or file vault) can be easily bypassed by simply deleting the associated storage files. Do not rely on it for real security or for protecting sensitive personal data.
Special Thanks to @Superuser1958 and @GhostRX89
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates
Oxygen OS - Port | Android 16 | Nothing Phone (2)
✍️Details:
- Version: 16.0.3 RC.1 (Base Oneplus 12R)
- Codename: #Pong
- Build date: 23/03/26
🔽 Download:Here
💰 Changelogs & Flashing: Here
❌ Known Issues: Here
🔖 Tags: #OxygenOS#Port
⚠️ Notes
- SELinux is Permissive.
- Root: The shipped kernel is rooted with KSU (KernelSU) by default.
- Kernels: Custom kernels are NOT supported.
- Encryption: Storage is NOT encrypted. A Format Data is mandatory if you are currently encrypted.
- FOD Brightness Limitation: The fingerprint scanner will only register successfully when your screen brightness is manually set to at least 70%. Will be fixed in a future release.
- This build uses a NON-secure cryptoeng implementation. Any password protection can be trivially bypassed by deleting the storage files. Use this only to get the features working; do not rely on it for actual security or storing sensitive personal data.
👤 Maintainers : @CyberPhantom52 | @El_pong
💬 Chat: @NothingPhone2
🔔 Updates: @NothingPhone2Updates