jjyaoao/HelloAgents

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

2831 stars · 662 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

HelloAgents is a Python multi-agent framework built on OpenAI-compatible APIs, offering tool response protocols, context engineering, session persistence, sub-agent mechanisms, and observability features. It also serves as the companion codebase for the Datawhale Hello-Agents tutorial, with a dedicated learning branch.

Use cases

• build multi-agent llm applications in python
• learn how agent frameworks work step by step
• create a react agent with custom tools
• add session persistence and context management to an llm agent
• connect an agent to openai, claude, gemini, or ollama endpoints
• track agent decisions and token usage with tracing and logging

When to choose

• you want a batteries-included agent framework with tooling, persistence, and observability
• you are following the Datawhale Hello-Agents tutorial and want matching code
• you need OpenAI-compatible, Anthropic, and Gemini provider support in one framework

When to avoid

• you need a permissively licensed library for commercial products - it is CC BY-NC-SA
• you want a minimal, unopinionated agent loop
• you need a framework in a language other than Python (a community Go port exists separately)

Facets

framework · maturity active

agent-framework llm-inference prompt-engineering chatbot workflow-automation logging tracing artificial-intelligence large-language-models developer-tools education python cross-platform multi-agent react-agents tool-registry session-persistence context-engineering skills openai-compatible tutorial-companion non-commercial-license ai-agents

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jjyaoao/HelloAgents")