long-form-generation

Here are 6 public repositories matching this topic...

Shonean / ainovel-harness

A layered prompt engine with ablation-based evaluation for long-form fiction. 五层信息阶梯 · 逐层充分性消融 · 双向阶梯 · AI 味防线 · PromptOpt 两层共演化。Non-commercial / source-available.

react webnovel tauri ablation fastapi ai-writing large-language-models llm prompt-engineering prompt-optimization prompt-evaluation fiction-writing long-form-generation ai-novel chinese-webnovel

Updated Aug 29, 2026
Python

PAGEGOD / pagegod-narrative-scanner

Star

A deterministic engine that finds continuity errors in fiction without using an LLM.

nlp fiction benchmark quality-assurance deterministic anomaly-detection creative-writing narrative-consistency constory-bench long-form-generation

Updated Mar 27, 2026
Python

daveshenal / eduflow

Star

Curriculum-aware RAG system that generates coherent multi-session educational content using a Sequential Dependency Graph for structured planning, retrieval, and pedagogical progression.

dependency-graph research-project content-generation multi-step-reasoning retrieval-augmented-generation llm-evaluation educational-ai llm-as-judge llm-orchestration llm-applications pedagogical-ai sequential-generation long-form-generation

Updated Jun 30, 2026
Jupyter Notebook

AnjanaSuresh01 / handbook-generator

Star

Generates 20,000+ word handbooks grounded in your own PDFs: plans sections with word budgets, then verifies each one for grounding, repetition and padding. Runs fully offline with BM25 and no API keys; provider-agnostic OpenAI-compatible LLM clients.

pdf offline gradio bm25 rag groq llm ollama long-form-generation

Updated Jul 26, 2026
Python

Tubifix77 / red-thread

Sponsor

Star

Orchestrated long-form fiction: a spec tree, a fact ledger, and a verifier that refuses to commit prose that broke its brief.

python fiction orchestration creative-writing story-generation narrative-generation llm prompt-engineering local-llm ollama writing-tools long-form-generation

Updated Sep 3, 2026
Python

mmaier88 / chroniclebench

Star

Open, preregistered benchmark for sustained long-form generation: can an AI deliver a complete commissioned novel, judged against published fiction on one pinned instrument?

benchmark creative-writing llm novel-generation llm-evaluation long-form-generation preregistered

Updated Sep 2, 2026
Python

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