#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
Today we present you: The takahē (Porphyrio hochstetteri)
— a flightless, endemic New Zealand bird, that was once thought extinct and famously rediscovered in 1948 — has been saved from the brink of extinction by intensive conservation: captive breeding, predator control, and protected reserves. Populations have increased but the species remains threatened and needs continued protection. Around 500 birds are now known to survive.
[Learn more here]
Tags: #Takahē#Conservation#NZ#Endangered#LazarusSpecies
🚩Желаю всем такого же прекрасного и раннего открытия зимнего сезона!
#heliboarding#methvenheliski#newzealand#snowboarding
#heliskiing#nz#хелиски#новаязеландия#сноубординг