编辑甄选 · OSS

GitHub 高星项目· 4 projects

由潜龙编辑团队甄选，每周更新最值得看的开源项目。我们看重的不是 Star 多少，而是它解决问题的方式。

全部主题高潜项目 ai ai-agent ai-agents ai-tools contributions-welcome function-calling llm mcp mcp-client modelcontextprotocol typescript ai-agent-governance ai-compliance ai-governance ai-security audit-trail compliance crewai dora eu-ai-act fips-204 langchain a2a ag2 agent-framework agentic agentic-ai ai-agents-framework aiagents genai llms agent ai-chatbot automation chatbot claude gemini low-code mcp-server nextjs ai-coding browser-extension chatgpt cursor deepseek developer-tools local-first edge-ai on-device-ai on-device-llm agent-memory llm-memory long-term-memory memanto memory moorcheh rag semantic-memory stateful-ai accountability agent-skills autonomous-agents coding-agent confluence github jira personal-ai-assistant security agents anthropic bedrock litellm llama machine-learning ai-assistant claw codex cross-device desktop-app handoff cybersecurity generative-ai hacking langgraph pentest pentesting agent-coordination agent-mail agent-orchestration agent-swarm ai-development anthropic-mcp bash-tools beads claude-code code-analysis code-generation gemini-cli-extension terminal-ai terminal-automation vibe-coding data-engineering document-ai idp json-extraction ocr pdf-extraction prompt-engineering structured-output bioinformatics byok drug-discovery google-adk ollama openrouter agents-md ai-assistants ai-assisted-development ai-code-review ai-dev-ops ai-devops ai-system-admin adk adk-agent adk-artifact adk-cli adk-google adk-memory adk-model adk-rust adk-server adk-tool agent-developer-kit android android-automation hacktoberfest mobile-automation bilibili content-discovery cross-platform multi-source open-source personality-profiling privacy-first recommendation-system xiaohongshu autoscaler cloudrun cuda developer-productivity distributed-computing faas fine-tuning functions-as-a-service gpu large-language-models mcp-tools slash-commands sub-agents vscode-extension workflow-automation agentic-coding ai-framework copilot multi-agent multi-platform acp cli python skills tui claude-code-cli claude-code-gui claude-code-hooks claude-code-plugin claude-code-skills claude-code-subagents claude-desktop-app claude-gui g-suite gmail google-calendar google-chat google-docs google-drive google-forms google-sheets google-tasks google-workspace gsuite artificial-intelligence large-language-model llmops rust scalable-ai deep-research docker-sandbox playwright pydantic anthropic-api chat inference-gateway lightseek openai responses-api routing assistant dulus falcon python3 web-provider coding-assistant context-memory knowledge-management gpt gpt-4 gpt4 information-retrieval language-model llm-agent ai-companion digital-human digital-life jarvis-assistant lip-sync streaming talking-avatar talking-head voice-agent voice-assistant webrtc code-sandbox container-security containers incus ai-cybersecurity ai-hacking ai-security-tool blackbox-testing ctf-tools knowledge-graph penetration-testing ai-sdk gneerative-ai multimodal react agentic-workflow antrophic codex-cli gpt-5 indie-hacker macos ai-agent-tools cronjob-scheduler data-science database orchestrator bridge codex-app-server wechat celery deepagents docker faiss-vector-database flask accessibility gemma4 litert local-llm phone-agent pocketclaw pokeclaw tool-calling coding-agents llm-inference emulator ios mobile physical real simulator cncf istio k8s knative kserve kubeflow kubernetes ai-agent-memory ai-chat ai-context-extraction ai-context-management alfresco arcadedb docling document-processing falkordb graphrag hybrid-search agent-identity agent-infrastructure agent-state ai-memory bun azure-ai chatgpt-api claude-3 claude-ai copilot-chat gpt4all groq agentframework agentic-framework agenticai aiagentframework aiframework agents-sdk ai-agents-automation claude-cowork multiagent opeani ai-native-language ainl compiler deterministic-execution domain-specific-language dsl graph-ir langchain-alternative llm-orchestration agent-auth agent-authentication agent-indentity agent-scaling ai-backend aiagent cloud-native code-review guardrails agent-harness dingtalk-robot feishu-bot llm-wiki mcp-protocol openclaw plan-and-execute ai-integration game-development gamedev model-context-protocol control-plane distributed-agent-runtime governance mcp-security observability claude-skills gemini-client grok langchain4j bug-bounty ctf exploit exploit-chaining hacking-tools nmap offensive-security api-server command-line-tool gguf huggingface huggingface-models huggingface-transformers inference-server llamacpp local-ai clawdbot clawhub enterprise-ai gdpr hermes hermes-agent antigravity cursor-ai

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模

strands-agents

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strands-agents

Strands Agents SDK：极简的模型驱动 AI 代理框架

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这个 Python SDK 试图用最少的代码行数来构建 AI 代理。它采用了一种“模型驱动”的理念，底层集成了 LiteLLM，从而能够无缝切换 Anthropic、Llama、Bedrock 等各种模型后端。简单说，它想把构建自主代理（Autonomous Agents）的门槛降到最低。开发者不...

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无

Michael-A-Kuykendall

无 Python 的 Rust 推理服务器

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Shimmy 是一个完全用 Rust 编写的本地大模型推理服务器，主打“无 Python”环境。它兼容 OpenAI 的 API 格式，支持 GGUF 和 SafeTensors 格式的模型权重。作为一个单一的二进制文件，它的部署体验非常干净利落。真正难的地方不是写一个 API 包装器，而是处理底...

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langroid

多智能体编程框架

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Langroid 是一个用 Python 编写的多智能体编程框架。它试图简化 LLM 应用的开发，特别是那些需要多个 Agent 协作来完成复杂任务的场景。这个项目的方向挺直接，就是解决单个大模型在处理多步骤、多逻辑分支任务时的局限性。通过将任务拆分给不同的 Agent，开发者可以构建出更灵活的系...

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