Python SDK

pip install karta-runtime

# optional session backends:
pip install karta-runtime[postgres]   # PostgreSQL
pip install karta-runtime[s3]         # S3

from karta import Karta

app = Karta()                              # auto-detects the harness here
print(app.send_sync("Hello!").text)

# accumulated (a final Response)
resp = app.send_sync("...")              # sync
resp = await app.send("...")             # async

# streamed (typed events)
for event in app.stream_sync("..."):     # sync
    ...
async for event in app.stream("..."):    # async
    if event.type == "text":
        print(event.data["part"]["text"], end="")

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