#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
🚨 Freedom for Palestinian journalist Mustafa Ayyash 🚨
Austria is forcibly detaining Mustafa Ayyash since his arrest, without any judicial ruling, and has disabled his social media accounts to silence his voice.
A Palestinian journalist, a voice for Gaza and Palestine, now needs our voices.
📢 We demand immediate disclosure of his safety and his immediate release!
#Prisoners
#FreedomForMustafaAyyash
#ExecutionOfPalestinianPrisoners
#PrisonersExecutionLaw
O Allah, grant relief to all Muslim prisoners and restore their freedom and safety swiftly, not delayed.
#Prisoners
#FreedomForMustafaAyash
#ExecutionOfPalestinianPrisoners
#ExecutionOfPrisoners
#FreeMustafaAyash
#FreedomForMustafaAyashFromAustrianPrisons
O Allah, grant relief to all Muslim prisoners, and restore to them freedom and safety without delay.
#Prisoners
#FreedomForMustafaAyyash
#ExecutionOfPalestinianPrisoners
#PrisonersExecutionLaw
#freemustafaayash
#FreedomForMustafaAyyashFromAustrianPrisons
#ExecutionLaw
Be Daraa, protecting the prisoners and those released.
#PrisonersAndReleasedFriday
#PrisonersAreARedLine
#WeWillOpenOurAlAqsa
#SaveThePrisoners
#Prisoners
#FreedomForMustafaAyash
#ExecutionOfPalestinianPrisoners
#ExecutionOfPrisoners
#FreeMustafaAyash
#FreedomForMustafaAyashFromAustrianPrisons