#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
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Spin (verb)/(noun)
Verb: to present information in a favorable or strategic way
Noun: a biased or strategic way of presenting information
Example (verb):
The government tried to spin the economic data as a success.
دولت تلاش کرد دادههای اقتصادی را بهگونهای ارائه کند که موفقیتآمیز به نظر برسد.
Example (noun):
The press secretary put a positive spin on the policy failure.
سخنگوی مطبوعاتی به شکست سیاست، تفسیر مثبتی داد.
Put a spin on : present something strategically
She put a positive spin on the election results.
او نتایج انتخابات را به شکل مثبتی تفسیر کرد.
Spin doctor : political advisor who manages public perception
The spin doctor tried to downplay the scandal.
مشاور سیاسی سعی کرد رسوایی را کماهمیت جلوه دهد.
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