Python SDK for the l1m API, enabling you to extract structured, typed data from text and images using LLMs.
By default, the managed l1m service is used, self-hosting details are available here.
pip install l1m-dot-iofrom pydantic import BaseModel
from l1m import L1M, ClientOptions, ProviderOptions
class ContactDetails(BaseModel):
email: str
phone: str
class UserProfile(BaseModel):
name: str
company: str
contactInfo: ContactDetails
client = L1M(
options=ClientOptions(
#base_url: "http://localhost:10337", Optional if self-hosting l1m server
provider=ProviderOptions(
model="gpt-4",
url="https://api.openai.com/v1/chat/completions",
key="your-openai-key"
)
)
)
# Generate a structured response
user_profile = client.structured(
input="John Smith was born on January 15, 1980. He works at Acme Inc. as a Senior Engineer and can be reached at john.smith@example.com or by phone at (555) 123-4567.",
# OR input="<BASE64_ENCODED_IMAGE>",
schema=UserProfile,
instructions="Extract details from the provided text.", # Optional
options=RequestOptions(cache_ttl=100) # Optional
)# Run tests
pytest