这个项目提供一套从视频上传到结果查看的完整处理流程。程序通过 Streamlit 提供界面，把视频内容拆解为关键帧、语音文本、分析报告和问答结果，适合用于快速浏览长视频内容、整理重点信息或继续检索历史分析结果。 核心能力 自动按场景提取关键帧。

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Ensure you have Python installed (version 3.9+ recommended). Windows: Download from python.org and install.

Push logic away from the server and into the device.

AI coding agents ported Fields Medalist Terence Tao’s Java 1.0 math visualizations to JavaScript in hours, identified two ...

Here are AWS’ hottest new products for AI agents, agentic, Amazon Bedrock AgentCore, AWS Outposts, MCP Server, Quick and ...

Ollama, the open-weight AI platform that lets developers run large language models on their own hardware with a single terminal command, closed a $65 million Series B on Thursday — and the most ...

Agent 收到这个原因后就能理解约束的含义，然后走另一条路完成任务。它不需要事先"记住"不能用 git，它可以先尝试，然后被告知为什么不行以及应该怎么做。 你在 CLAUDE.md 里写了一条规则："不要执行 git push"。Agent 遵守了，它确实没有调用 git 工具。但它写了 ...