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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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International Geographic

@internationalgeographic · Post #5600 · 04/14/2025, 03:56 AM

📍 Nighttime in Singapore 🇸🇬 View of the Marina Bay Sands hotel 🌆 Singapore is an island nation in Southeast Asia. Founded as a British trading colony in 1819, after gaining independence it became one of the most prosperous countries, with the world's leading trading port. A fascinating fact: Singapore is the world's only island city-state! 🏙️🌴 #travel#wanderlust#cityscape

Amazing Geography 🌍

@amazingeo · Post #104 · 08/23/2025, 08:12 PM

🌍 Hong Kong’s extensive network of elevated walkways—some stretching over 800 meters—lets people travel between major buildings without ever touching the street, maximizing space in the crowded city. ✨ #urban⚡#planning⚡#cityscape⚡#infrastructure⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

🌴Victoria Embankment in Durban is one of the city’s most iconic waterfront areas — both a major transport route and a symbol of urban identity. 🌆 📍 Along the Embankment you’ll find: 🔹 the famous John Ross House with the Roma Revolving Restaurant 🔹 Durban’s city hall and court buildings 🔹 the historic yacht basin 🔹 monuments, greenery, and sweeping views of the bay 🚶‍♀️ It’s a perfect place for walks, photos, and taking in the rhythm of Durban’s harbor life — where colonial history meets modern African energy. 📹 Video #Durban#VictoriaEmbankment#SouthAfrica#Cityscape#Waterfront#History#UrbanAfrica#TravelSouthAfrica#Architecture#JohnRossHouse#ExploreDurban

Discover Tashkent in autumn over the decades. From Petrov’s paintings to Soviet and modern photography, see how Uzbekistan’s capital evolved. https://yep.uz/en/2025/09/tashkent-autumn-20th-21st-century/ #tashkent#autumn#vladimirpetrov#paintings#sovietphotography#20thcentury#21stcentury#cityscape#history#uzbekistan