官方说明AI Agent5 天前

tornidomaroc-web/knowflow

KnowFlow Chat with any document — Arabic & English AI agent, no setup required.

在 GitHub 查看 ↗直链 · 无中转页

★ 数取值: 0 ★ · tornidomaroc-web/knowflow · 取自 GitHub 搜索 API · （2026-10-16 20:00:20 核对）
来源明细: 从该仓库的 GitHub 页面直接读取 · 条目类型：开源项目
收录与活跃: 收录于 2026-10-12 · 最近见到 2026-10-16 · 共见到 7 次 · 被 1 个来源列出
评分构成: 综合分 100 · 1 个来源 · repo

常见问题（答案都来自我们的记录）

怎么安装？

我们【没有】从该仓库取到安装命令（我们的 install 覆盖率只有约 4%）。请看它的 README 或 releases 页。

它适合谁 / 用来做什么？

我们把它归在这些标签下: AI Agent。标签来自条目自身，不是我们强加的分类。

谁维护它、还在更新吗？

仓库 tornidomaroc-web/knowflow；我们收录于 2026-10-12；最近见到 2026-10-16。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。

第三方质量标记

KnowFlow

以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →

> Chat with any document — Arabic & English AI agent, no setup required.
Upload a PDF or paste a URL. Ask questions in Arabic or English.
KnowFlow streams answers in real time — sourced directly from your document.
Features
- Bilingual: Arabic (RTL) + English in the same session
- Streaming responses via Claude Haiku
- PDF, DOCX, and URL ingestion
- Authentication via Supabase
- PRO tier with usage limits
Stack
Next.js 15 · FastAPI · Claude Haiku · Supabase · Railway · Vercel
Architecture
Run locally
Live
🌐 tryknowflow.com
Built by
AboJad — Full Stack AI Engineer, Marrakesh 🇲🇦
Secrets & API keys
**Standing rule:** one named API key per project per environment, living in exactly one location, never copied between projects. Give each environment its own distinctly named key (e.g. knowflow-dev, knowflow-prod) so rotating means replacing a single copy with none left to go stale. The recurring Anthropic key "exposures" across these repos were one key hand-copied between consumers, not a leak.
- Local secrets live only in .env.local / .env (gitignored), never in a committed file.
- Deployed secrets live only in the host env store (Vercel / Railway / etc.).
- A pre-commit secrets scan (scripts/secrets_scan.py) blocks accidental commits; install it once per clone with powershell -ExecutionPolicy Bypass -File scripts/install_hooks.ps1.