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Source channel @githubtrending · Post #15295 · Nov 11

#python#ai#faiss#gpt_oss#langchain#llama_index#llm#localstorage#offline_first#ollama#privacy#python#rag#retrieval_augmented_generation#vector_database#vector_search#vectors LEANN is a tiny, powerful vector database that lets you turn your laptop into a personal AI assistant capable of searching millions of documents using 97% less storage than traditional systems without losing accuracy. It works by storing a compact graph and computing embeddings only when needed, saving huge space and keeping your data private on your device. You can search your files, emails, browser history, chat logs, live data from platforms like Slack and Twitter, and even codebases—all locally without cloud costs. This means fast, private, and efficient AI-powered search and retrieval on your own laptop. https://github.com/yichuan-w/LEANN

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AppPie

@AppPie · Post #2291 · 12/31/2024, 04:02 AM

#Developers Shortest: AI 驱动的自然语言测试框架 🔗GitHub Shortest 是一个基于 Playwright 的端到端测试框架,允许你用自然语言编写测试用例,由 AI 处理具体实现。 主要特点 • 自然语言测试:用日常语言描述测试场景 • AI 驱动执行:使用 Claude API 处理测试实现 • Playwright 基础:稳定可靠的测试执行 • GitHub 集成:支持双因素认证 • 邮件验证:集成 Mailosaur 开源许可证 MIT license。 #GitHub#OpenSource#Testing#AutomatedTesting#AI#Playwright 📮 频道 @AppPie​​​​​​​​​​​​​​​​