syrizelink/OpenFic

What it solves

OpenFic is designed for authors writing mid-to-long form fiction. It solves the difficulty of maintaining complex world-building, character arcs, and plot points across millions of words, while preventing the AI from simply generating generic, "soulless" text. Instead of one-click generation, it focuses on human-AI collaboration where the AI acts as a supportive agent.

How it works

The tool combines a specialized fiction editor with an AI Agent system. It uses Agentic RAG (Retrieval-Augmented Generation) based on vectors to efficiently retrieve past information from massive projects. To keep costs low and performance stable, it employs multi-layer context management, including intelligent compression, dynamic truncation, and stable caching.

Who it’s for

It is for novelists and creative writers who have a specific writing process and want AI assistance for brainstorming, checking consistency, and filling in details without sacrificing creative control.

Highlights

• Customizable Workflows: Users can modify prompts and build their own Agent workflows to fit their specific writing style.
• Agentic RAG: Semantic search allows the AI to remember and retrieve details from million-word projects.
• Local Persistence: All project data is stored locally to ensure privacy and security.
• Cross-Platform: Available as a Docker container, Python package, or native desktop application.
• Broad Model Support: Integrates with various providers and any OpenAI-compatible API.