AI Screenwriting Assistant in AnalyticDB PostgreSQL: Build Scripts, Novels, and Short Dramas with GraphRAG

The AI Screenwriting Assistant in AnalyticDB PostgreSQL uses GraphRAG and long-term memory to support AI-driven creation of novels, scripts, and short-drama videos. Unlike simple prompt-based generation, it maintains character consistency, narrative coherence, and continuous learning, enabling a full workflow from idea to production-ready content.

The assistant provides end-to-end script generation with fine-grained settings. Quick configuration offers scenario templates such as Extreme Viral (30 seconds), Fast-Paced Short Drama (1 minute), Premium Micro-Drama (3 minutes), and Long-Form Series (5 minutes), along with custom style, plot, character, and constraint preferences. Advanced customization lets creators control script format, episode duration, episode count, adaptation mode, conflict density, emotional hooks, dialogue density, and line length, enabling precise control over tone and pacing.

Creators can write novels from scratch or continue existing works. The workflow covers a creation wizard, structure generation, chapter outlines, chapter-by-chapter prose generation, and passage-level rewriting, expansion, and polishing. Continuation preserves existing characters, plot threads, and writing style, with streaming output and task recovery to reduce content loss during long generation jobs. Works are managed through a task center with version control and reading views.

Framework imitation extracts the core narrative structure, conflict patterns, emotional arcs, and character relationship networks from an original work and reconstructs them in a new genre such as modern urban, ancient palace, xianxia fantasy, sci-fi, Republican-era drama, or wuxia. Three retention levels are available: simple, standard, and full. Built-in templates cover female-oriented, male-oriented, and dual-audience viral short-drama formats. The process runs in seven reviewable steps from framework configuration to full script body.

Generated scripts can be refined in two ways. AI optimization accepts natural-language revision requests for a specific episode and updates the script automatically. Manual editing lets creators directly modify episode content when precise control is needed.

An embedded AI agent in the creation workspace acts as a script consultant. It diagnoses dialogue quality for specific episodes, compares pacing across episodes to find slow or rushed sections, and traces character development arcs. The assistant focuses on analysis and advice; direct edits are made through the episode editing or AI optimization tools.

After generation, the system automatically evaluates scripts across ten dimensions: structure and pacing, character development, conflict and drama, dialogue quality, visual storytelling, emotional resonance, logical consistency, theme expression, format compliance, and market fit. Identified issues can be fixed in one click with batch episode-level repair and custom optimization requests, forming a closed loop of generate, inspect, and repair.

Once a script meets requirements, the system decomposes each scene into key elements such as settings, character actions, and emotional atmosphere, then generates prompts ready for video generation models. This connects the script stage directly to video production.

To use the AI Screenwriting Assistant, create the Creative Intelligence service as described in the Context Service documentation. For questions or suggestions, join the AI Short-Drama Assistant DingTalk user group (ID: 154575028158).