#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
@Yescoin_Fam@cex_io, whom we have been waiting for for a long time, announced that they will take 📷 snapshots this weekend. The last days are now. 🔥🔥
I hope there will be good exchanges and listings. Both have very solid infrastructures. Let's see if those who work hard will win.
👉Yescoin https://t.me/CentralChanel/15157
👉Cexio https://t.me/CentralChanel/13801
#Telegram#Airdrop#Yescoin#Cexio
Друзья, обновляю список таполок, которые у меня есть!
Про то как запустить приложение, если у вас не работает страница бота написала тут - https://t.me/redcoinsclub/236
ТОП Проекты
1. 🏠Cityholder🆕
2. 🐹Hamster
3. 🤑Blum (~400 invites)
4. 🤩YesCoin🆕
5. 🤝 PixelTap
6. 🪙ThePixels
7. 🪙Cexio
#yescoin#blum#notcoin#cexio#pixel#cityholder