#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
#quoteoftheday
💬“If you are not embarrassed by the first version of your product, you launched too late.” — Reid Hoffman, LinkedIn co-founder
🚀 While you are redesigning your logo for the tenth time, someone else is already monetizing their product at the MVP stage.
Follow Startup Base to stay updated on startups, opportunities, and the latest trends.
@startupbaseuz
LinkedIn | Facebook | Instagram | Website
#quoteoftheday
💬“Agar mahsulotingizning birinchi versiyasidan uyalmasangiz, siz uni juda kech ishga tushiribsiz”—Rid Hofman, LinkedIn asoschilaridan biri
🚀Siz logotipni o‘ninchi bor o‘zgartirayotganingizda, kimdir allaqachon mahsulotini MVP’da pullayapti.
Startaplar, ularga oid imkoniyatlar va trendlardan xabardor bo‘lish uchun Startup Base’ni kuzatib boring.
@startupbaseuz
LinkedIn | Facebook | Instagram | Website
☀️#Quoteoftheday
😇“Don't let yesterday take up too much of today.”
- Will Rogers
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“You cannot protect yourself from sadness without protecting yourself from happiness.”
- Jonathan Safran Foer
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“It's up to you how far you go. If you don't try, you'll never know!”
- Merlin, "Sword in the Stone"
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“Pursue the things you love doing and then do them so well that people can’t take their eyes off of you.”
- Maya Angelou
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“This is your life. Do what you love, and do it often.”
- Holstee Manifesto
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“Focus is the art of knowing what to ignore.”
- James Clear
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring
☀️#Quoteoftheday
😇“Always remember that the future comes one day at a time.”
- Dean Acheson
❤️@QuotesPoint
✅@Quotes_Positive_Inspirational
✔️@Quotes_Motivational_Inspiring