#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
#Altseason is close: altcoin capitalization is preparing a breakout from the descending channel
The guys from #K33#Research are waiting for a new maximum capitalization of the crypto market soon, because 1,051 days have passed since the previous #ATH, and the longest period is 1,106 days.
Meanwhile, #BTC is again trying to break through and gain a foothold above $66k
K33 Predicts Bull Run Peak Date
📈 K33 analysts forecast the peak date of the bull run. ⚖️ Craig Wright receives a conditional sentence for contempt of court. 💵 VC investors are retreating from crypto as the market shifts. 📊 Bitcoin's failure at $100K triggered over $1 billion in liquidations. 🐋 El Salvador expands Bitcoin purchases despite IMF deal. 💬 Tornado Cash co-founder demands dismissal of charges. 👾 Ilya Lichtenstein claims sole responsibility for Bitfinex hack. 💰 Cryptopia clients received $225 million in assets from liquidators. ✅ SEC approves first hybrid ETFs based on Bitcoin and Ethereum. 👁 German regulator orders World to delete user data. 👀 Investors file a lawsuit against the HAWK token team. ⚽️ American football player to receive part of salary in Bitcoin. 🚀 Cathie Wood confirms Bitcoin price prediction above $1 million.
#K33#CraigWright#Crypto#Bitcoin#Liquidations#ElSalvador#TornadoCash#Bitfinex#Cryptopia#SEC#ETFs#Germany#HAWK#Football#CathieWood#Investors#Funding#VentureCapital#Market#Investments
Crypto Highlights: Recent Developments
📈 K33 analysts have predicted the peak date of the bull run.
⚖️ Craig Wright received a conditional sentence for contempt of court.
💵 VC investors are leaving crypto, while crypto distances itself from VC investors.
📊 A Bitcoin crash at $100,000 led to over $1 billion in liquidations.
🐋 El Salvador expanded its Bitcoin purchases despite an IMF deal.
💬 Tornado Cash co-founder demands charges be dropped.
👾 Ilya Lichtenstein claims sole responsibility for the Bitfinex hack.
💰 Cryptopia clients received $225 million in assets from liquidators.
✅ SEC approved the first hybrid ETFs based on Bitcoin and Ethereum.
👁 German regulator ordered World to delete user data.
👀 Investors sued the team behind the HAWK token.
⚽️ An American football player will receive part of his salary in Bitcoin.
🚀 Cathy Wood confirmed her Bitcoin price prediction exceeds $1 million.
🤑 Colin Wu shared the success story of a 24-year-old crypto trader.
#K33#CraigWright#VC#Bitcoin#Liquidation#ElSalvador#TornadoCash#Bitfinex#Cryptopia#SEC#ETFs#Germany#HAWK#Football#CathyWood#CryptoTrader#CryptoNews#Investments#MarketTrends#CryptoRegulation#Blockchain