#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
被 Covid 偷走的五年
我依旧觉得 2019 年是去年，要不是写博客梳理我都不知道我干了这么多事。我说什么来着，博客给记忆增加了一个全新的维度，是最好的时间胶囊。
下一个 5 年就是 2030 了，we're literally already closer to 2050 than 2000, can you even imagine?
本文是我 2024 年 8 月 Patreon 的月度选题。本月两个命题平票，由至尊糖妈的双倍票数 tie breaker 所以选了这个话题。加入 patreon 可以跟其它赞助者一起选出下个月你想看的博客文章，并且支持本博客的持续创作。下期选题已经发布欢迎金主点击投票：
- My pet peeves
- Mid 30s vs Mid 20s
- What's your fun fact
#blog#patreon