Building Perri: A Comic Strip Generator

Dev.to / 6/16/2026

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Key Points

Perri Comic Generator is a lightweight single-panel comic strip tool that combines LLM-based storytelling with real-time diffusion image generation.
The system turns a user’s story seed into a structured visual script and dialogue, then renders the generated dialogue directly onto the final JPEG for an authentic comic-book look.
It uses a Gradio frontend (app.py) to collect prompts, call the backend via secure APIs, and display a Base64-encoded image result.
On the backend (orchestrator.py), it refines prompts with Meta Llama 3 8B Instruct, generates retro comic art with SDXL Turbo, and performs dynamic dialogue overlay composition.
Perri emphasizes that the underlying models are all under 32B parameters, arguing that impressive creative apps don’t require massive, resource-heavy infrastructure.

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