人工智能工作流

Required — pick a model provider (set the type + key together):

lemma-stack config set LEMMA_DEFAULT_MODEL_TYPE anthropic_compat lemma-stack config set LEMMA_ANTHROPIC_API_KEY sk-ant-...

Build one with a coding agent

Because a pod is just files, building one is a job a coding agent is already good at: describe the system you want to Claude Code, Codex, or Cursor, let it author the pod directory, and import it. The agent that builds it can also test it — create records, run the workflows, chat with the agents it just defined — because building and operating are the same CLI.

lemma pod init my-team           # scaffold a starter bundle to edit (or: lemma agent|table|workflow init …)
lemma pod import ./the-pod-your-agent-wrote
lemma apps deploy my-app ./index.html   # deploy a no-build HTML app (or a Vite project dir)

Python and TypeScript SDKs (with 25+ React hooks) live in lemma-python/ and lemma-typescript/. Generating your frontend elsewhere? Back it with a pod — the TypeScript SDK gives any app tables, agents, workflows, and permissions out of the box.

Quickstart

Easiest — use it with the coding agent you already have. Sign up at lemma.work/start, install the CLI, and drop Lemma's skills into your agent:

uv tool install lemma-terminal
lemma skills install          # auto-detects Claude Code / Codex / OpenCode / Cursor

Now your agent can build and operate pods. Authenticate, create one, and start working:

lemma auth login
lemma pod create my-team --with-starter   # scaffolds a working starter (table + agent) and imports it
lemma chat "what can you do in this pod?"

To run your coding agent inside Lemma — picking up tasks from a shared queue, streamed back through the pod — start the daemon:

lemma daemon start            # serves pod-assigned runs via your local Claude Code / Codex / OpenCode

Run it locally — two ways.

• The Mac app. Download Lemma, open it, and pick local or cloud at first run.
• From source / raw GitHub. One command brings the full stack up (Docker or Podman; the installer can set up Podman for you):

macOS / Linux:

curl -fsSL https://raw.githubusercontent.com/lemma-work/lemma-platform/main/install.sh | bash

Windows (PowerShell, Docker Desktop required):

iwr https://raw.githubusercontent.com/lemma-work/lemma-platform/main/install.ps1 | iex

This installs the lemma-stack tool and runs the app at http://127-0-0-1.sslip.io:3711 and the API at http://127-0-0-1.sslip.io:8711 (docs at /scalar). Use that 127-0-0-1.sslip.io host — it resolves to 127.0.0.1, but sign-in is scoped to it, so localhost / 127.0.0.1 won't authenticate. Manage it with lemma-stack start|stop|status|logs|config|uninstall. Point the CLI at it:

lemma servers select local
lemma auth login

Set model keys and backend env (stored under [backend.env] in ~/.lemma/local/config.toml), then restart:

```bash

(or openai_compat + LEMMA_OPENAI_API_KEY / _BASE_URL / _DEFAULT_MODEL / _MODEL_NAMES —

works with OpenAI, Fireworks, a local server, any OpenAI-compatible endpoint)

Recommended — enables the app connectors / integrations:

lemma-stack config set COMPOSIO_API_KEY <key> lemma-stack restart ```

See docs/installation.md for the full per-provider setup.

See docs/installation.md for the full env list and setup guide.