#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
JUST IN : 🚨
💰An Ethereum OG just deposited another 18,000 $ETH($54.78M) into #Bitstamp.
He still holds 66,252 $ETH($201M) — with total profits of ~$270M.
➖➖➖➖➖➖➖➖➖
📣@cryptonewstel
✨Vip join⭐️
🚨 Vitalik Buterin transferred another 2,000 $ETH ($3.12M) to address 0x556 10 hours ago.
➡️ Notably, the Ethereum’s co-founder appeared to have deposited 2,002 $ETH ($3.33M) to #Bitstamp and sold 100 $ETH for 173K $USDC since August 25 (18 days ago) via address 0x556.
👉 More details: https://platform.spotonchain.ai/signal-details/vitalik-buterin-may-plan-deposit-more-eth-to-bitstamp-561
👉 If you have any questions, feel free to discuss in our discord group: https://discord.com/invite/Xh7cReej7n
🚨 Vitalik Buterin transferred 999 $ETH ($1.63M) from better-known address 0xD04 to 0x556 20 hours ago.
➡️ Notably, the Ethereum’s co-founder appeared to have deposited 1,602 $ETH ($2.68M) to #Bitstamp and sold 100 $ETH for 173K $USDC over the past 8 days via address 0x556.
👉 More details: https://platform.spotonchain.ai/signal-details/vitalik-buterin-sold-mkr-and-may-deposit-eth-to-bitstamp-soon-531
👉 If you have any questions, feel free to discuss in our discord group: https://discord.com/invite/Xh7cReej7n
We are pleased to announce that EURt will be available on #Bitstamp🎉
The euro-pegged stablecoin, will provide a liquid, stable and trusted means of obtaining exposure to the single European currency to Bitstamp’s users⬇️
https://tether.to/tether-tokens-eurt-will-be-available-on-bitstamp/