I built BHive: a multi-agent framework for Gemini/OpenAI/Anthropic/Ollama. Tear it apart.

说明与用途

BHive 是一个基于 TypeScript 的多代理框架，统一抽象 Gemini、OpenAI、Anthropic 和 Ollama 等 LLM 提供商，支持任务委派和工具调用。

问题

Developers need a flexible, provider-agnostic framework to orchestrate multi-agent workflows with tool calling and delegation across various LLM providers.

结果

BHive provides a unified, extensible framework for multi‑agent LLM workflows, enabling seamless provider switching and task delegation while maintaining high test coverage.

工作流

• Define LLMAdapter interface to abstract provider APIs.
• Implement ToolCallingParser to normalize tool‑call formats.
• Create Bee agents that can delegate tasks using createDelegationTool.
• Validate tool calls in Bee execution loop with ToolCallValidator.
• Configure timeout resolution via explicit args, env vars, or defaults.
• Run tests to ensure 98% coverage.
• Seek community feedback on security model, delegation abstraction, and repo structure.

证据

BHive is a multi-agent framework in TypeScript. Agents (“Bees”) can delegate tasks to each other, call tools, and it works with any LLM provider — Gemini, OpenAI, Anthropic, or local Ollama — through the same code.

来源