#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
Jesse Derry was taken to hospital as a precaution following his first-half substitution during today’s #PL game against Nottingham Forest.
Jesse is conscious, talking and undergoing precautionary checks. We wish him a speedy recovery and thank the medical staff for their swift response.
Steve Holland:
“Our last game, Bournemouth to Leeds, is a #PL record, I think, in terms of time between games.
“So the gap has been as big as you can have really. I think we felt it was important to get the whole group together again, and really focus on finishing the season well.
“I think this is the PERFECT venue for that, really.”
Steve Holland:
“I think the language we should be using as this club is to finish as CLOSE as we possibly can to the top [this season].
“I don’t know how possible that is, but that has to be the challenge always: to get as close as we possibly CAN to the top...” [MU]
Bruno Fernandes on matching Cristiano Ronaldo’s #PL POTM record:
“It’s always good company. We know when records are there, his name will always be around.
“It’s a HUGE honour and privilege to be close to him.” 🇵🇹❤️
[THREAD]
There are multiple Premier League games on Saturday, Sunday AND Monday. 🍿
Here are some stats you might see in GW35...
#PL | @CopyBetUKhttps://t.co/RnveqOETlK
RT @Squawka: [THREAD]
There's five Premier League games on a Sunday for the first time in 2023. 🍿
Here are some stats you might see… 👀
#PL | @CopyBetUKhttps://t.co/sMqfA3FUuS