collective

collective

Discord

An AI developer that evolves to fit your needs.

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collective is an AI developer that adapts to your preferences and biases. When prompted to create a project, it engages through prompts and questions, improving its understanding of you. Collective continuously evolves and refines its abilities to support you—transfering its knowledge between independent projects.

Docs

Running

OPENAI_KEY='sk-xxxxxxxxxx' cargo run -p frontend-cli

Keys

• ENTER submit an answer
• TAB proceed to next step (currently from asking to planning)
• ESC exit the program

Tech Stack

Component	Technology
Base OS	macOS/Unix.
Interface	tui-rs (vim-like)
Isolation	docker
Isolation Env (OS)	ubuntu
Isolation Env (Shell)	zsh
Data (and preference) storage	mongodb
Core library, executor	rust
LLM	GPT4

MVP

• Learn preferences through Q&A while making a project and adapt them to make a separate project (as defined by the user) with minimal input from the user

Requirements

Internals

• text-based search engine
  • capable of searching GitHub, crates.io, docs.rs, and rust-lang.org
    • only look at GitHub repos with the correct license

Evaluation

• style transfer between projects is apparent
• the assistant is able to make the second project with near minimal assistance