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Source channel @githubtrending · Post #15433 · Jan 23

#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

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Nothing Phone (2) | Updates

@NothingPhone2Updates · Post #334 · 06/28/2024, 01:40 PM

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👩‍💻Android 15 Official Developer Preview | Beta 2 | Nothing Phone (2) ❗️DIsclaimer: - This build of Android 15 is still in an early stage of development and some features might be missing or not working. The build is primarily for developers and other advanced users who wanna test their app compatibility with A15. Installation is not recommended for ordinary users. - This is not Nothing OS! - Your device storage will be formatted, and all of your data will be erased. Take backup before proceeding! - Once the rollback package is used, reverting to Developer Preview is not possible. - Future betas are exclusive to pixel devices only. - Bootloader unlocked users can rollback / update by flashing the stock rom directly via fastboot ⚠️ Issues: - Using recorder to play audio keeps crashing - Settings crash sometimes - No pop-up notification when low battery (<10%) - No Glyph Menu in Settings - No vibration effect - Face unlock/Fingerprint/App Locker/Clone apps/Pop-up view does not work 🔽 Downloads: Incremental update over : NOS 2.5.6 | Dev Preview (Beta- 1) ⚙ Rollback Package: Here ✍️ Feedback Link: Here ⚙️ Instructions: Here 🔖 Tags: #Android15#DeveloperPreview#NothingPhone2 🔔 Updates: @NothingPhone2Updates 💬 Chat: @NothingPhone2

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