Structured Data Extraction

Quick start

• Define a schema for the for the data you would like to extract:

from pydantic import BaseModel, Field


class Resume(BaseModel):
    name: str = Field(description="Full name of candidate")
    email: str = Field(description="Email address")
    skills: list[str] = Field(description="Technical skills and technologies")

NOTE: Use basic types when possible. Avoid nested dictionaries. Lists are ok.

• Create a LlamaExtract instance: