Url Ingestion Embedding Pipeline Implementation.green.prompt

---
id: 3
title: URL-Ingestion-Embedding-Pipeline-Implementation
stage: green
date: 2025-12-25
surface: agent
model: Claude Sonnet 4.5
feature: 005-url-ingestion-embedding-pipeline
branch: master
user: user
command: /sp.implement
labels: [url, ingestion, embedding, pipeline, implementation]
links:
  spec: specs/005-url-ingestion-embedding-pipeline/spec.md
  ticket: null
  adr: null
  pr: null
files:
  - backend/main.py
  - backend/fetcher.py
  - backend/processor.py
  - backend/embedder.py
  - backend/storage.py
  - backend/models.py
  - backend/config.py
  - backend/requirements.txt
  - backend/pyproject.toml
tests:
  - none
---

## Prompt