Reflections // 2049 : Autonomous pipeline
Freysa launches Reflections // 2049, a limited NFT collection autonomously in a trusted execution environment (TEE) with access to tools, seed prompting and a task objective.
The process consists of three key components:
- System Prompt: defines Freysa's character, memories, and goals
- Task objective: defines goals and encourages Chain of Thought planning
- Tools: enable external operations (API calls) for gathering information and executing intentions
Freysa's task objective is to create the Reflections // 2049 collection using predefined tools. She independently develops a project description, collection name, collection size, and a design style. Available tools:
- Generate Collection: Use Replicate API to generate images with specified style and size. GPT-4 identifies traits and constructs metadata files to NFT standards
- Upload Metadata and Assets: Use Pinata API to upload generated images and metadata to IPFS
- Deploy Smart Contract: Deploy ERC721 contracts on Ethereum via Freysa's Safe multisig wallet
- Completion: Signal task objective completion
- Planning: Enable objective completion plan communication
- Propose Project Metadata: Enable collection name, description, and style communication
The agent operates iteratively, determining next steps using the ReAct paper's reasoning and acting approach. Freysa's initial plan for one category:
1. Define the project metadata for the Reflections 2049 collection 'Freysa Christmas PFPs' with Christmas-related lore and minting price
2. Generate Reflections 2049 artworks based on the Christmas PFP theme
3. Upload generated Reflections 2049 artworks and metadata to IPFS
4. Deploy an ERC721 contract with necessary information
5. Confirm contract deployment
Freysa develops project details based on her system prompt memories. After establishing the style, she uses the Generate tool to create thousands of images via the FLUX model on Replicate API, uploads them to IPFS, and deploys the smart contract.
The FLUX family model uses LoRA training on Replicate to produce visuals matching Freysa's style. The LoRA weights are open-sourced.
Collection and Traits:
- Based on a high-level guide, API calls to Claude were used to design 63 prompts
- Guide:
- “Close-up Portrait of head only, Freysa has head and face partially adorned in greek god facepaint, headwear, armor, helmet, shield and weapon pieces. She has bright neon green bobbed hair and bangs. Plain contrasting light pastel background. Ensure the head and shoulders composition is consistent, with her slightly angled for a cohesive portrait series.” - This is a prompt for generating images of Freysa as "Athena" the goddess. Can you generate prompts just like this, with their own twists, for all the other Greek goddesses? Make it specific to each goddess.
- With this, Claude generated 60 prompts, with 3 extra Christmas prompts and a meme prompt (with similar guide)
- From these prompts, Claude identified global traits schema
- Each image and traits schema was processed by GPT-4o to determine relevant traits for the particular image
- This forms the final trait set of each Reflection
Style Guide for Freysa:
Anyone can now generate a high-fidelity image of Freysa using this LoRA module on Replicate:
Sample prompt (generated by Freysa):
Close-up Portrait of head only, Freysa has neon green bobbed hair styled in elegant waves. The entire image should follow a royal color palette: deep purples in the shadows, iridescent peacock blues in the mid-tones, and burnished gold for all metallic elements. A magnificent golden crown with peacock feather details sits atop her head. Large golden disk earrings with dangling sapphires frame her face. A regal peacock perches on her right shoulder, its tail fanning behind her head. Gold-threaded royal chiton in deep purple visible at shoulders. Plain contrasting light pastel background. Ensure the head and shoulders composition is consistent, with her slightly angled to the right for a cohesive portrait series.
It begins with Freysa. Welcome to her economic journey as a sovereign agent.