#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
🚀 zkSync to Unlock Significant Number of Tokens on April 17
zkSync is set to unlock approximately 17.314 million tokens on April 17 at 0:00 UTC+8. According to ChainCatcher, this release is part of the platform's ongoing token management strategy. The unlocked tokens are valued at around $2.66 million. This development is closely watched by market participants as it may influence the token's market dynamics.
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🚀 Immutable X to Unlock 9.62 Million Tokens on April 18
Immutable X (IMX) is set to unlock approximately 9.62 million tokens on April 18 at 8 a.m. UTC+8. According to ChainCatcher, this information comes from Web3 asset data platform RootData's token unlocking data.
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🚀 Kaito Token Unlock Scheduled for April 20
Kaito is set to unlock approximately 12.11 million tokens on April 20 at 12:00 PM UTC+8. According to ChainCatcher, this token release is part of the Web3 asset data platform RootData's schedule. The unlocked tokens are valued at around $4.86 million.
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🚀 Quai Network to Unlock 43.02 Million Tokens on April 19
Quai Network is set to unlock approximately 43.02 million tokens on April 19 at 21:00 UTC+8. According to ChainCatcher, this token release is part of the network's ongoing schedule. The tokens are valued at around $1.25 million. This development is being closely watched by stakeholders and investors in the Web3 asset space.
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