AIM-medical 是一个面向医疗场景的 Agent 记忆系统。本文在原有项目介绍基础上，加入了来自 Memo 的设计理念：记忆分层、生命周期、作用域管理与可运营性。[……]
基于大模型的播客系统：Podcastlm 1.0版本发布
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。
Highlights
- 一键生成：播客脚本 + 摘要 + 节目简介，流式返回，前端实时渲染。
- 多路 TTS：FishAudio、Azure Speech、Qwen3 TTS，主持人/嘉宾音色可切换。
- 本地转写：内置 Whisper，本地推理；支持 Web 上传或 CLI 批量转写并导出时间戳。
- 输入灵活：PDF 上传或用 Jina 抓取 URL。
- 低延迟流式：对话生成、摘[……]
Memory-X: A Temporal Memory System for AI Agents
Introduction
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.
Deepresearch （Support dashscope and tavily)
Project Features
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
[……]
数字人技术趋势
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.
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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:[……]
[尝鲜] AIGC and Chatgpt
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[……]
[Upgrade] MySQL database upgrade to 8.x version tips
Recently we upgrade our database cluster to version 8.x .
Read this PDF to get some experience MySQL_8.x_upgrade[……]
Presto-engine Privileges Control – Architect
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
[……]
Clickhouse Materialized view
Consul with Redis HA
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[……]