yoheinakajima/babyagi

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

22356 stars · 2857 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

BabyAGI is an experimental Python framework for building self-building autonomous agents, built around a 'functionz' system that stores, manages, and executes functions from a database with graph-based dependency tracking. It includes a web dashboard for managing functions, running updates, and viewing logs.

Use cases

• build autonomous AI agents that plan and execute tasks
• store and manage Python functions in a database with dependency tracking
• experiment with self-improving agent architectures
• run a dashboard to monitor and manage registered functions
• prototype agent workflows with automatic function loading and logging

When to choose

• you want to experiment with autonomous agent and self-building agent concepts
• you need a lightweight function registry with graph-based dependencies and logging
• you are exploring task-planning agent designs for research or discussion

When to avoid

• you need a production-ready, well-supported agent framework
• your project requires stability, security review, or long-term maintenance
• you want a framework built and maintained by experienced professional developers

Facets

framework · maturity experimental

agent-framework llm-inference logging database web-framework artificial-intelligence large-language-models developer-tools python self-hosted autonomous-agents self-building-agents functionz task-planning function-registry dashboard ai-agents web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="yoheinakajima/babyagi")