Documentation Index
Fetch the complete documentation index at: https://docs.bread.com.ai/llms.txt
Use this file to discover all available pages before exploring further.
Timeout Configuration
Model training and rollout operations can be long-running. Configure timeouts to match your workload:
from aibread import Bread
import httpx
# Simple timeout (seconds)
client = Bread(timeout=20.0)
# Granular control
client = Bread(
timeout=httpx.Timeout(
60.0, # Total timeout
connect=2.0, # Connection timeout
read=5.0, # Read timeout
write=10.0 # Write timeout
)
)
Retry Configuration
The SDK automatically retries transient errors (408, 409, 429, 5xx) with exponential backoff and jitter.
from aibread import Bread
# Default is 2 retries. Increase for high-concurrency workloads:
client = Bread(max_retries=5)
# Disable retries entirely:
client = Bread(max_retries=0)
For high-performance applications managing multiple repositories or bakes concurrently, use the async client.
import asyncio
from aibread import AsyncBread
async def main():
async with AsyncBread() as client:
# Run multiple operations in parallel
repos = await client.repo.list()
print(repos)
asyncio.run(main())
Custom HTTP Client & Proxies
Configure custom transports, proxies, or SSL certificates:
import httpx
from aibread import Bread, DefaultHttpxClient
client = Bread(
http_client=DefaultHttpxClient(
proxy="http://my-proxy.com:8080",
transport=httpx.HTTPTransport(local_address="0.0.0.0")
)
)
Raw Response Access
Access the underlying HTTP response metadata when you need to inspect headers or status codes directly:
# Use .with_raw_response
response = client.repo.with_raw_response.list()
print(response.status_code)
print(response.headers.get('X-Custom-Header'))
# Parse to get the typed data
repos = response.parse()