lampson (Python SDK)

Talk to Lampson agents from Python. Standard library only.

from lampson import Lampson

# server mode: a running Lampson, an API key from `lampson key add`
lampson = Lampson(url="https://my-lampson.com/w/<workspace>", key="lk_...")

# or local mode: Lampson as a child process on this machine (needs the `lampson` command)
lampson = Lampson(local={"workspace": "./my-project"})

r = lampson.ask(agent="shop", thread="customer-42", text="do you have whole-wheat bread?")
print(r["text"])

for ev in lampson.stream(agent="shop", thread="customer-42", text="and the price?"):
    if ev["kind"] == "assistant":
        print(ev["data"])

lampson.close()

An agent for your customers should have only the tools you give it. In local mode, lampson_tools: False removes every tool of Lampson's own (bash, read, write, fetch…) from that process, and agent= sets the agent that answers when a message does not name one:

lampson = Lampson(agent="shop", local={"workspace": "./my-project", "lampson_tools": False})
lampson.ask(thread="customer-42", text="where is my order?")

Your app's functions as tools: the schema comes from the type hints, the docstring is the description, and ctx (who is writing, the thread, your meta) comes from your app, never from the model:

@lampson.tool
def stock(product: str, ctx: dict) -> dict:
    """Units in stock of a product."""
    return db.stock(product, customer=ctx["from"]["id"])

lampson.ask(thread="customer-42", text="do you have bread?", **{"from": {"id": "c-42"}})

With Lampson on another machine the tool code is the same: pass tools_url (the public URL of your endpoint, in the key's --callback list) and tools_secret (the whsec_… that lampson key add shows), and mount the endpoint. Lampson POSTs each call there, signed (RFC 9421); it is verified, run, and a repeated call_id gets 409:

lampson = Lampson(url=..., key=..., tools_url="https://my-app.com/lampson/tools", tools_secret=os.environ["LAMPSON_TOOLS_SECRET"])
app.mount("/lampson/tools", lampson.tools_asgi())     # FastAPI / Starlette; any other: lampson.handle_tool_request(...)

With several workers, give it a shared store for the call_ids: tools_asgi(seen=...).

Or write the tool in Synsema (.lampson/tools/stock.syn, one file per tool): its requires are everything it can touch, and it runs only once a person approved that exact content (lampson tools approve or the web UI; for development, local={"approve_tools": True}). See lampson.org/docs/sdk.

If an agent lists a tool it will not have (a plugin that is off, a typo), you get a line on stderr at start (on_warning= to change it, None to silence it) and the list in lampson.warnings.

The same methods in both modes: ask, stream, agents, job (server), close, and Lampson.verify_signature(raw_body, signature, secret) for callbacks and verify_tool_request(...) for tool calls.