#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
𝖺𝗏𝖺𝗍𝖺𝗋: 𝗍𝗁𝖾 𝗅𝖺𝗌𝗍 𝖺𝗂𝗋𝖻𝖾𝗇𝖽𝖾𝗋
>>> посмотрела ещё на выходных!! мне безумно понравился этот вариант экранизации ❤️
[ каст на мой взгляд идеальный 😌 ]
> пересматриваю сейчас изначальную 'легенду об аанге' и, да, она отличается, но тем не менее экранизация классная 🫶🏻
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