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Source channel @githubtrending · Post #15433 · Jan 23

#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

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@smart_storehouse · Post #204 · 12/11/2023, 09:35 AM

v1.12.2-90e1ace Commit: — misc — remove port detection — res/raw/singbox: sync templates with sing-box v1.8.0 — change meta name to mihomo — remove sing-box download core — feat: raw/singboxtemplate source #apk#manager#bfr#root

#ALT market update with some free alpha 🔩 👉JASMY recently added AI to its roadmap, but the move is seen as risky and lacking confidence. AI is expected to be the main trend in 2023, with cryptocurrencies such as #FET, #CTXC, #NMR, #AGIX, and #PHB likely to benefit. 👉ACH has introduced a crypto on-ramp payment solution in Vietnam, where 30-50% of the population is invested in cryptocurrencies. The company also provides incentives for Twitter payments and is obtaining a Hong Kong license, making it a good mid-term investment. 👉CFX's founder has proposed the implementation of a burn mechanism, seeking community approval. If approved, a pump is expected similar to #RENDER. The company is also working with China, making it a good mid-term investment. 👉#RENDER is considered a good long-term investment as it operates in the GPU/VR field and has a burn mechanism in place. Additionally, it has a partnership with Apple and is poised to benefit from the growing trend in AI. 👉Arb cryptocurrencies are good investments during their respective seasons. To invest, buy on dips and hold. Some recommended Zk coins are #SYS, #DUSK, #MINA, #IMX, #CTSI, #MATIC, and #LRC. For arb, consider cryptocurrencies operating in the dex/perp/defi field such as #GMX, #GNS, #BFR, #RPL, and #GMD. 👉The ETH Shanghai update is due in Q1/Q2 with cryptocurrencies such as #FIS, #LDO, #RPL, #FXS, and #ANKR expected to benefit. 👉Finally, we believe that Chinese/Korean/Asian investors are driving the recent market pump. 2023 is the year to invest in China, so take advantage of this opportunity and good luck!