Admin Documents Module — CEI-001

Document Pipeline Architecture

# app/services/document_pipeline.py
from typing import List, Dict, Any, AsyncGenerator
from openai import AsyncOpenAI
import tiktoken

class DocumentPipelineService:
    def __init__(self, openai_key: str):
        self.client = AsyncOpenAI(api_key=openai_key)
        self.tokenizer = tiktoken.encoding_for_model("gpt-4")
    
    async def process_document(
        self,
        content: str,
        config: PipelineConfig