Advanced AI Novel Generator – Future-Proof LLM for Xianxia & Fantasy Novels
$3000-5000 USD
Paid on delivery
Project Overview
I am looking for an experienced AI/ML developer to create a cutting-edge AI system that generates original, high-quality novels from scratch with long-term coherence, character consistency, and dynamic storytelling.
This AI should be future-proof, incorporating the latest AI research, including:
• Fine-tuned LLMs (LLaMA 3, Mixtral 8x7B, DeepSeek)
• Retrieval-Augmented Generation (RAG)
• Vector Search (ChromaDB, FAISS, Weaviate)
• Semantic Search for Contextual Relevance
• Multi-Agent AI (Self-Improving AI)
• Graph-Based Memory Systems (Neo4j, LangGraph)
• Reinforcement Learning with Human Feedback (RLHF)
• LoftQ for Low-Cost Fine-Tuning
• FlashAttention-2 for Efficient Model Training
• RWKV for Adaptive Long-Form Writing
• Graph Databases for Deep Storyline Memory
• Multi-Agent AI with Adaptive Self-Improvement
• ReAct Prompting for Dynamic Decision-Making
• In-Context Learning (ICL) for Adaptive Style Matching
• Diff Model Text Refinement for Enhanced Editing
• Bypass 18+ Filters for Unrestricted Content Generation
• Quantum-Inspired Neural Networks (QINN) for Advanced Pattern Recognition
• Quantum Probabilistic Models for Multi-Path Story Evolution
• Hybrid Quantum-Classical AI for Efficient Large-Scale Computation
• Quantum Entanglement Techniques for Deep Story & Character Relationships
• Dynamic User Feedback Loop for Personalized AI Adaptation
• Multi-Tiered Model System for Different Story Complexity Levels
• AI-Generated Illustrations & Worldbuilding Maps for Enhanced Story Immersion
• Automated Originality & Copyright Protection to Ensure 100% Unique Content
Budget & Timeline
? Budget Range: $3,000 - $5,000 USD
• I am willing to pay bonuses for exceptionally high-quality work.
• If needed, we can discuss milestone-based payments.
⏳ Total Estimated Timeline: 9-12 weeks (2-3 months)
Milestone Deliverable Timeframe
Phase 1: Setup & Fine-Tuning Train Mixtral/LLaMA on a high-quality novel dataset using QLoRA + LoftQ 2-3 weeks
Phase 2: RAG Implementation Implement Vector Search + Character Tracking for long-term coherence 2 weeks
Phase 3: Multi-Agent AI + Quantum Models Develop Self-Critiquing AI System + Quantum Enhancements for improved storytelling 2 weeks
Final Phase: Testing & Optimization Optimize for coherence, creativity, and AI efficiency 1.5 weeks
________________________________________
Required Qualifications
? Must Have:
✔️ Expertise in LLM Fine-Tuning (Mixtral, DeepSeek, LLaMA, GPT-based models)
✔️ Experience with RAG & Vector Search (ChromaDB, FAISS, Weaviate)
✔️ Knowledge of Graph Databases (Neo4j, LangGraph)
✔️ Experience in Multi-Agent AI (LangChain, AutoGPT, Reinforcement Learning)
✔️ Ability to Build Adaptive AI Systems (ReAct Prompting, ICL, RLHF)
✔️ Expertise in Quantum AI Concepts (QINN, Quantum Graphs, Hybrid Quantum-Classical AI)
✔️ Experience in AI Content Generation (Story-based AI, Large Context Processing)
✔️ Proficiency in GPU/Cloud Environments (RunPod, TensorRT, A100/4090 GPUs)
? Bonus (Nice to Have):
✨ Experience with diff models for text refinement
✨ Background in xianxia, xuanhuan, sci-fi storytelling
✨ Experience with AI-generated visuals (Stable Diffusion, ControlNet)
✨ Knowledge of self-learning AI models & adaptive storytelling
________________________________________
Key Deliverables
The hired freelancer will deliver a fully functional AI system that includes:
1. AI Fine-Tuned for Novel Writing
o Fine-tune Mixtral 8x7B, DeepSeek, or LLaMA 3 for high-quality novel generation.
o Use QLoRA + FlashAttention-2 + LoftQ to reduce GPU costs.
o Train the model on a massive dataset of xianxia/xuanhuan/sci-fi novels.
o Implement techniques to bypass AI-imposed content restrictions, allowing unrestricted storytelling.
o Develop automated originality checks to ensure 100% unique and copyright-free content.
2. Retrieval-Augmented Generation (RAG)
o Implement ChromaDB / FAISS / Weaviate for vector search.
o Implement Semantic Search to improve contextual understanding and recall.
o Allow AI to recall past story elements, maintaining character & plot consistency.
3. Graph-Based Memory & Character Tracking
o Store relationships between characters, factions, cultivation realms, sci-fi elements, and plotlines using Neo4j / LangGraph.
o Prevent AI from contradicting past plot points.
o Implement Graph Databases for deep memory tracking.
o Use Quantum Entanglement Techniques to enhance character and event continuity.
4. Multi-Agent AI for Self-Improvement
o Implement AI feedback loops, where one AI writes, another critiques, and a third refines the text.
o RLHF (Reinforcement Learning with Human Feedback) to improve output.
o Utilize RWKV for Adaptive Long-Form Writing.
o Integrate Multi-Agent AI that self-improves over time.
o Use ReAct Prompting for enhanced decision-making in dynamic storytelling.
o Implement ICL (In-Context Learning) for real-time style matching.
o Utilize Diff Model Text Refinement for AI-powered editing & revision.
o Implement Quantum Probabilistic Models to generate diverse, unpredictable plotlines.
5. Dynamic User Feedback & Multi-Tiered Model System
o Implement a Dynamic User Feedback Loop that learns from user preferences to refine future AI-generated content.
o Develop a Multi-Tiered Model System, where different AI models handle various levels of complexity in storytelling.
6. AI-Generated Visuals & Worldbuilding Maps
o Integrate AI-generated illustrations, scene visuals, and maps to enhance worldbuilding immersion.
o Utilize Stable Diffusion XL and ControlNet for creating book covers, character art, and environmental visuals.
7. Automated Originality & Copyright Protection
o Ensure that all AI-generated content is 100% original and does not plagiarize existing works.
o Develop content-scanning tools that check for similarities with existing copyrighted material.
o Implement real-time originality validation using custom NLP techniques.
________________________________________
Final Thoughts
This is a long-term project, and I’m looking for someone who is passionate about AI and storytelling. If you’re the right fit, there’s an opportunity to continue working together as we improve and expand the AI.
? Are you ready to build the ultimate AI novelist? Apply now! ?
Project ID: #39053577
About the project
12 freelancers are bidding on average $4417 for this job
I understand the importance of creating a cutting-edge AI system for generating original novels with long-term coherence, dynamic storytelling, and character consistency, as outlined in your project requirements. With More
Hi Shubham, I am a proficient 5Years+ Core Python Developer. I have carefully reviewed your job posting and am confident that my extensive expertise in Python, Machine Learning (ML), Artificial Intelligence, NLP, La More
Combining my expert knowledge in Data Science, Python, and Machine Learning, I am well-equipped to tackle this complex AI project. My mastery in LLM fine-tuning, having worked with Mixtral, DeepSeek, and LLaMA for data More
Hello Shubham, Our company, Codenia Technologies LLP, with over 10 years of experience in Python, has carefully reviewed your project requirements for creating an advanced AI Novel Generator. We propose to develop a c More
