#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
Brazil Serie A🇧🇷
2026-04-04 21:30 UTC
Sao Paulo vs. Cruzeiro
Predicted outcome: Sao Paulo✅
Predicted score: 2:1
Actual: Sao Paulo 4:1
#SaoPaulo#Cruzeiro
2026-04-04 23:30 UTC
Coritiba vs. Fluminense
Predicted outcome: Draw✅
Predicted score: 1:1
Actual: Draw 1:1
#Coritiba#Fluminense
2026-04-05 00:00 UTC
Vasco DA Gama vs. Botafogo
Predicted outcome: Vasco DA Gama❌
Predicted score: 2:1
Actual: Botafogo 1:2
#VascoDAGama#Botafogo
#Football#BrazilSerieA
CONMEBOL Libertadores🌎
2026-04-15 22:00 UTC
Cruzeiro vs. U. Catolica
Predicted outcome: Cruzeiro❌
Predicted score: 1:0
Actual: U. Catolica 1:2
#Cruzeiro#UCatolica
2026-04-15 22:00 UTC
Libertad Asuncion vs. Rosario Central
Predicted outcome: Draw❌
Predicted score: 0:0
Actual: Rosario Central 0:1
#LibertadAsuncion#RosarioCentral
2026-04-16 00:30 UTC
Fluminense vs. Independ. Rivadavia
Predicted outcome: Draw❌
Predicted score: 1:1
Actual: Independ. Rivadavia 1:2
#Fluminense#IndependienteRivadavia
2026-04-16 00:30 UTC
Corinthians vs. Santa Fe
Predicted outcome: Corinthians✅
Predicted score: 2:0
Actual: Corinthians 2:0
#Corinthians#SantaFe
2026-04-16 02:00 UTC
Independiente del Valle vs. UCV
Predicted outcome: UCV❌
Predicted score: 1:2
Actual: Independiente del Valle 3:1
#IndependientedelValle#UCV
#Football#CopaLibertadores