#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
CMC Price Error: Toncoin Drops to $0.27
The price of TON was shown at a level of 0.27 at times on CoinMarketCap due to a technical issue. It's removed now from Top 10.
❤️ Meanwhile, Toncoin continues to trade at $5.19 on Binance and CoinGecko.
#TON#CMC#price#Toncoin
🍦Vanilla Finance: Project Updates
Vanilla Finance announced that its TGE has been postponed to Q2 2025.
According to the team, this decision was made due to unfavorable market conditions and aims to ensure the most successful launch possible. The extra time will allow them to refine the Total Return Swap (TRS) product, which developers believe can become a cornerstone of DeFi infrastructure and unlock new income opportunities.
In preparation for the TGE, the team is also deepening cooperation with leading centralized exchanges and forming partnerships with players such as #CoinMarketCap and BNB Chain by participating in their MVB and CMC Labs programs.
🍦Mini-app
#TGE#CMC#VanillaFinance