Hacker News AI · 2026/10/10 18:52:09
Talorys 开源个人 AI 智能体:基于 Cloudflare Workers 零服务器部署,集成持久记忆与自动化任务调度
Talorys 是一款完全开源的个人 AI 智能体框架,允许用户在 Cloudflare 免费层级上通过单条命令实现无服务器部署。该工具集成了流式对话、可编辑的持久化个人记忆以及基于 Durable Object 闹钟的任务自动化功能,实现了数据隐私与运维成本的极致平衡。
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本文目录8 个章节
Your personal AI agent. Your own cloud.
Talorys is a free, open-source personal AI assistant that runs entirely inside your own Cloudflare account. It chats with you, remembers what matters, manages tasks, notes and projects, and runs reminders and routines on a schedule — without any server, database or account operated by the Talorys developers.
One person. One Cloudflare account. One command. One personal AI agent.
npx create-talorys@latest1. What Talorys is
- A private assistant — chat with streaming responses, Markdown and tool activity indicators.
- Memory — durable personal facts and preferences you can view, edit and delete. Only the most relevant memories are sent to the model on each turn.
- Tasks, notes and projects — full CRUD in the UI, and from chat ("Add a task to review my project tomorrow").
- Automations — one-time and recurring reminders, daily task digests and optional AI routines, delivered to an in-app notification center. They run on Durable Object alarms, so nothing has to stay online.
- Single-user by design — no signup, no accounts, no teams. The installer sets the owner password.
- Works without AI — tasks, notes, memories and reminders keep working if Workers AI is unavailable or your free quota is used up.
Screenshots
| Chat with tool activity | Tasks |
|---|---|
![]() | ![]() |
| Memory (dark mode) | Automations |
![]() | ![]() |
2. How it works
Browser ──HTTPS──▶ Cloudflare Pages (React app + /api Pages Function)
│ service binding (no public URL)
▼
Private Worker (Hono router)
│ getAgentByName("personal-agent")
▼
TalorysAgent — Cloudflare Agents SDK Durable Object
├─ SQLite: conversations, memories, tasks, notes, projects,
│ automations, sessions, settings, usage
├─ Workers AI: @cf/zai-org/glm-4.7-flash (streaming + tool calling)
└─ Alarms: reminders and recurring schedules- The browser only ever talks to your
*.pages.devsite./api/*requests run a Pages Function that forwards them over a service binding to the agent Worker. - The agent Worker is deployed with
workers_dev: falseandpreview_urls: false: it has no public URL. - Authentication and authorization happen in the Worker, not the frontend.
- Chat responses stream as Server-Sent Events end-to-end.
More detail: docs/architecture.md.
3. Cloudflare services used
| Service | Used for | Free plan |
|---|---|---|
| Cloudflare Pages | Frontend + Pages Function | Yes |
| Cloudflare Workers | Private API Worker | Yes |
| Durable Objects (SQLite) | All data, scheduling alarms | Yes |
| Workers AI | Chat model (@cf/zai-org/glm-4.7-flash) | Yes, daily allocation |
Talorys does not provision R2, D1, KV, Vectorize, AI Search, Workflows or any paid service.
4. Deploy
npx create-talorys@latestThe installer:
- Checks Node.js (20.18+) and uses its bundled Wrangler CLI (any globally installed
wrangler/cfis detected but not required). - Verifies your Cloudflare login, or opens Cloudflare's authorization page in your browser.
- Lets you choose an account (if you have several) and an agent name.
- Asks for an owner password (hidden input, strength-checked). It is hashed locally with PBKDF2-SHA256 and stored only as a Cloudflare secret.
- Generates a 256-bit session secret and unique resource names (
talorys-<id>-agent,talorys-<id>-web). - Deploys the private Worker (creating its SQLite Durable Object), stores secrets, creates and deploys the Pages project with the service binding.
- Verifies the live deployment (frontend, auth endpoint, unauthenticated rejection, storage health) without running any AI inference.
- Prints the real
https://….pages.devURL reported by Cloudflare.
It writes a talorys/ directory containing talorys.json (installation id,
account id, resource names, URL — no secrets) and the deployable artifacts.
Keep it for updates.
Interrupted? Run the same command again in the same place. It reconciles what already exists: no duplicate resources, no password re-prompt if the password is already configured, and no data is ever deleted.
Non-interactive installs: TALORYS_OWNER_PASSWORD=... npx create-talorys@latest --yes --account-id <id>
(with CLOUDFLARE_API_TOKEN set if you are not logged in).
Permissions
Browser login uses Wrangler's standard OAuth flow — no Global API Key. If you use an API token instead, it needs:
- Account › Workers Scripts › Edit
- Account › Cloudflare Pages › Edit
- Account › Workers AI › Read
- Account › Account Settings › Read
- User › User Details › Read (optional; shows your email)
See docs/deployment.md.
5. Access
Open the URL the installer prints, enter your owner password, and start chatting. Sign in from any number of devices — they are all the same owner. Manage sessions under Settings → Security.
Forgot the password? From your talorys/ directory:
npx create-talorys@latest reset-passwordThis replaces the password secret and signs out every device.
6. Where your data lives
All data is stored in a single SQLite-backed Durable Object (personal-agent)
in your Cloudflare account. Talorys has no telemetry, analytics, tracking or
advertising code and sends nothing to its developers.
Cloudflare processes your data to provide its services — including running Workers AI inference on your chat messages and the relevant memories included in each prompt. Review Cloudflare's privacy policy and Workers AI terms.
Security model and threat mitigations: docs/security.md.
(注:更多技术实现细节与完整 API 文档请查阅原项目 README)



