#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
Algebra is powering some of the top DEXes by TVL across various EVM chains!
Here’s the latest:
⚔️ Camelot DEX: #2 on Arbitrum & #1 across Orbit chains
💨 QuickSwap: #1 on Polygon #zkEVM, #2 on Polygon & XLayer
⚖️ THENA: #2 on BNB chain
🌿 Hercules DEX: #1 on Metis L2
🔪 Bladeswap: #3 on Blast
👾 Glyph Exchange: #2 on Core DAO
🖤 Lynex: #2 on Linea
🍣 Kim Protocol: #1 on Mode Network
Algebra continues to conquer DeFi! Check it out: defillama.com/chains
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🚀 Symbiosis to Cease Support for Polygon zkEVM Network
Cross-chain protocol Symbiosis will discontinue support for cross-chain swaps on the Polygon zkEVM network starting May 16. According to Foresight News, users holding liquidity on this network are advised to withdraw their funds before the network is fully shut down. The liquidity withdrawal feature will remain available until the network is completely disabled.
#Symbiosis#Polygon#zkEVM#CrossChain#Liquidity#ForesightNews#NetworkShutdown