Karan Sharma@raplord

The Vision Writing a novel—or a series of them—is an exercise in managing massive amounts of "mental state." Writers often struggle with continuity errors, forgotten subplots, or shifting character traits over hundreds of pages. LiteratiAI acts as a persistent, high-fidelity memory for your creative process. Unlike standard LLMs that "forget" previous context, LiteratiAI uses a sophisticated agentic workflow to maintain a living ledger of your story’s universe. Core Capabilities Multi-Project Orchestration: Seamlessly switch between different novels or world-building ideas without cross-contamination of lore. Automated Lore Extraction: As you write, the agent automatically identifies and indexes new characters, locations, and magical or scientific rules. Dynamic Consistency Checking: The system flags potential contradictions—such as a character appearing in two places at once or a change in eye color—by cross-referencing new text against the established "Source of Truth." Incremental Summarization: Generates "The Story So Far" at various levels of granularity (scene, chapter, or arc) to help you regain momentum after a break. The Technical Edge Built for performance and privacy, LiteratiAI utilizes LangGraph for complex, cyclic reasoning and Anthropic’s Claude 3.5 Sonnet for nuanced literary analysis. The entire workflow is optimized for the AMD Developer Cloud, ensuring that the heavy lifting of vector embeddings and state management happens on high-performance ROCm-compatible infrastructure. This results in a local-first, open-source architecture that keeps your intellectual property secure while providing professional-grade creative assistance.

Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🤝 Go solo or team up — ship something real. 💰 $21,500+ total prize pool & 1 × AMD Radeon™ AI PRO R9700 GPU up for grabs. 📍 On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 📍On-site participation is by invitation only. Travel and accommodation expenses will not be covered. 🧑‍💻 Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.