编辑甄选 · OSS

GitHub 高星项目· 6 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

模型驱动的 AI 代理构建框架

6.0k

这个项目提供了一种极其精简的方式来构建 AI 代理。它的核心理念是“模型驱动”，试图让开发者只需几行代码就能把一个基础的大语言模型转化为具备自主执行能力的 Agent。底层通过集成 LiteLLM 等工具，它天然支持了市面上绝大多数的主流模型。它不像是在做一个大而全的复杂工作流引擎，而是更侧重于降...

Python高潜项目860

strands-agents

Strands Agents SDK：极简的模型驱动 AI 代理框架

6.0k

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...

Python高潜项目851

kserve

Kubernetes 上的标准化 AI 推理平台

5.5k

KServe 是一个在 Kubernetes 上运行的标准化 AI 推理平台，支持生成式和预测式模型的分布式部署。对于那些需要在生产环境中大规模运行机器学习模型的团队来说，这是一个非常硬核的基础设施项目。它解决的核心痛点是模型部署的复杂性。无论是传统的机器学习框架，还是现在流行的大语言模型（LLM...

Go高潜项目1.5k

开

ag2ai

开源 AgentOS（原 AutoGen）

4.6k

简单说，这是曾经大名鼎鼎的 AutoGen 框架的全新演进版本，现在被重新定位为开源的 AgentOS。它基于 Python 开发，依然专注于多智能体对话和复杂的协作工作流。真正难的地方不是让单个模型回答问题，而是让多个具备不同设定的智能体在一个框架内互相配合、纠错并完成长流程任务。新版本不仅继承...

Python高潜项目646

云

Agent-Field

云原生智能体基础设施

2.0k

AgentField 的思路很清晰，就是把 AI 智能体当成传统的 API 和微服务来构建、运行和扩展。随着智能体数量的增加，如何管理它们的身份、权限和可观测性成了一个头疼的工程问题。这个项目从第一天起就内置了身份感知、审计和监控功能，采用云原生的方式来解决智能体的落地难题。它更像是在为未来的多智...

Go高潜项目318

devoxx

DevoxxGenie：支持本地模型的 IDEA 辅助插件

651

这是一个为 IntelliJ IDEA 编写的 AI 辅助插件。它的看点在于对本地大模型运行时的良好支持，比如 Ollama、LMStudio 和 Llama.cpp，同时也兼容常规的云端模型。这让开发者可以在不将代码传到云端的情况下，进行代码审查和解释。除了常规的聊天和代码生成功能，它最近还加入...

Java高潜项目88