Best AI tools for< Materializing >
1 - AI tool Sites

Fermat
Fermat is an AI toolmaker that allows users to build their own AI workflows and accelerate their creative process. It is trusted by professionals in fashion design, product design, interior design, and brainstorming. Fermat's unique features include the ability to blend AI models into tools that fit the way users work, embed processes in reusable tools, keep teams on the same page, and embed users' own style to get coherent results. With Fermat, users can visualize their sketches, change colors and materials, create photo shoots, turn images into vectors, and more. Fermat offers a free Starter plan for individuals and a Pro plan for teams and professionals.
2 - Open Source AI Tools

MetaGPT
MetaGPT is a multi-agent framework that enables GPT to work in a software company, collaborating to tackle more complex tasks. It assigns different roles to GPTs to form a collaborative entity for complex tasks. MetaGPT takes a one-line requirement as input and outputs user stories, competitive analysis, requirements, data structures, APIs, documents, etc. Internally, MetaGPT includes product managers, architects, project managers, and engineers. It provides the entire process of a software company along with carefully orchestrated SOPs. MetaGPT's core philosophy is "Code = SOP(Team)", materializing SOP and applying it to teams composed of LLMs.

feast
Feast is an open source feature store for machine learning, providing a fast path to manage infrastructure for productionizing analytic data. It allows ML platform teams to make features consistently available, avoid data leakage, and decouple ML from data infrastructure. Feast abstracts feature storage from retrieval, ensuring portability across different model training and serving scenarios.