AIM-medical 是一个面向医疗场景的Agent记忆系统，包含完整的前后端与持久化能力。它把对话、医疗事实与结构化实体记忆统一管理，并支持向量检索（Qdrant）和图关系建模（Kuzu），适合长期对话与患者画像管理。
Repo: https://github.com/ylouis83/aim-medical
NotebookLM 风格的播客生产线：输入 PDF 或 URL，输出双人对话、摘要、节目简介与 MP3。
One of the biggest limitations of modern AI agents is memory. Most LLM-based agents can handle short-term context within a conversation, but they struggle with long-term memory: tracking facts, adapting to user preferences, and maintaining consistency across sessions.
This project is a significant optimization based on the original GLM_OPEN_DEEP_RESEARCH, specifically designed for Chinese users and the domestic environment:
https://github.com/ylouis83/open_deepresearch
🚀 Core Highlights
💡 Main Functions
[……]
Recently, we explored some trends in digital human technology. Whether from the traditional Internet or vertical fields (including medical, social, etc.).
Applications of digital human technology is increasingly being used.
—
最近，我们探索了数字人技术的一些趋势。无论从传统互联网还是垂直领域(包括医疗，社交等)数字人技术的应用正在越来越多的被应用
Read this PDF:[……]
属于Chatgpt的“iPhone”时刻来了，伴随着越来越多的模型能力放出，AIGC的场景越发丰富以及明朗，越来越多的业界大神也亲自下场操盘，投资界即将迎来一场技术的历史变革，各方都期待能瓜分到这巨大蛋糕的一角。今天我们就来浅尝一些功能性的应用。。。
OpenAI刚刚宣布推出插件功能，赋予ChatGPT使用工具、联网、运行计算的能力 Chatgpt-plugin
1、昨天该机构开放了第一批 ChatGPT 插件名单。这批插件由 Expedia、FiscalNote、Instacart、KAYAK、Klarna、Milo、OpenTable、Shopify、Slack、Speak、Wolf[……]
We use presto as the main data query engine to provide data query services for business parties. In our architecture, presto as a core capability requires access to data query permission control, including permission control at the table and column levels. We designed The following scheme to achieve this requirement
[……]
Recently we upgrade our database cluster to version 8.x .
Read this PDF to get some experience MySQL_8.x_upgrade[……]
We make a test to see how consul hold redis High Available solution.
In this test we don’t use sentinel to do auto failover.(we simulate sentinel manually)
Read this PDF for detail Consul_Redis_HA[……]