#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
There are currently no cases of #MarburgVirusDisease in Nigeria. However, measures have been taken to strengthen preparedness for #MVD in Nigeria.
Nigerians are urged to AVOID ALL BUT ESSENTIAL TRAVEL to Equatorial Guinea at this time.
📜Press release:
https://ncdc.gov.ng/news/440/ncdc-on-alert-following-the-announcement-of-the-marburg-virus-disease-outbreak-in-equatorial-guinea
Deputy Plotnikov Urges Police Resignees to Join Special Military Operation
In Perm, Deputy Vladimir Plotnikov proposed adding police officers who resign to the Special Military Operation (SMO) lists, citing low salaries and existing training. He emphasized duty to the Motherland and noted SMO pays better. Despite this, Plotnikov himself is a millionaire owning luxury cars and real estate. Last year, over 80,000 officers left the Ministry of Internal Affairs, worsening the staffing crisis.
#Russia#MVD#SMO#Plotnikov
The main news of Russia and the world ishere.
Russian Ministry of Internal Affairs Launches Digital Program to Reduce Bureaucracy and Police Workload
In 2025, the Russian Ministry of Internal Affairs lost 80,000 employees—40% more than new recruits—leading to a regional staffing deficit exceeding 25%, threatening law enforcement efficiency. Minister Kolokoltsev has ordered optimization of paperwork and digitalization of processes while enhancing social guarantees for officers. These measures aim to improve working conditions and retain personnel.
#MVD#police#digitalization#staffing#Russia
The main news of Russia and the world ishere.