#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
😁A Constraints Led Approach to Guard Passing by Standard Jiu Jitsu😁
➡️A series of games to get coaches and students started developing guard passing skills and designing practices using the constraints led approach.
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😁Leg Locks for Beginners by Standard Jiu Jitsu😁
➡️A collection of games that can be used to start developing leg entanglements and heel hook finishes using the constraints led approach.
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😁Standing Grappling Games by Standard Jiu Jitsu😁
➡️A series of games to get you started training the standing grappling scenario using the constraints led approach.
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😁Foundations of the Guard: A Constraints Led Approach Part 1 by Standard Jiu Jitsu😁
➡️In part 1 of the Guard Foundation game series, coach Greg will introduce the guard by focusing on making and maintaining open connections and exploring their functions.
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