https://guijiagi.com/categories/%E5%BC%80%E6%BA%90%E7%94%9F%E6%80%81/Recent content in 开源生态 on 硅基 AGI · 智能体学习与测评Hugozh-cn本站内容采用 CC BY-NC-SA 4.0 国际许可协议授权Thu, 16 Jul 2026 11:30:00 +0800https://guijiagi.com/posts/b1-3ebc88c1/Thu, 16 Jul 2026 11:30:00 +0800https://guijiagi.com/posts/b1-3ebc88c1/2026年开源智能体生态全景梳理，涵盖Agent框架、开发工具、部署平台与社区发展现状https://guijiagi.com/posts/b1-4b9b3771/Thu, 16 Jul 2026 11:07:00 +0800https://guijiagi.com/posts/b1-4b9b3771/2026年开源大模型生态格局深度分析，从Llama到Qwen到DeepSeek的技术路线与选型指南https://guijiagi.com/posts/b2-39413525/Thu, 16 Jul 2026 10:42:00 +0800https://guijiagi.com/posts/b2-39413525/深入LangGraph框架的工程实践，涵盖状态管理、检查点、人机协作与生产部署的完整方案https://guijiagi.com/posts/b2-d83bc187/Thu, 16 Jul 2026 10:29:00 +0800https://guijiagi.com/posts/b2-d83bc187/深入微软AutoGen框架的架构设计与工程实践，解析多Agent协作模式、代码执行与对话管理机制https://guijiagi.com/posts/b2-1ca3f5e0/Thu, 16 Jul 2026 10:06:00 +0800https://guijiagi.com/posts/b2-1ca3f5e0/深度分析2026年开源大模型生态格局，对比Llama、Qwen、DeepSeek等主流开源模型的技术特征与选型建议https://guijiagi.com/posts/article-86/Mon, 13 Jul 2026 07:10:00 +0800https://guijiagi.com/posts/article-86/系统梳理AI Agent开发的全栈工具链，涵盖框架、评测、监控、部署等关键环节https://guijiagi.com/posts/article-61/Mon, 13 Jul 2026 03:00:00 +0800https://guijiagi.com/posts/article-61/全面分析2026年开源与闭源大模型的竞争格局，从能力差距、商业模式、生态建设、安全治理多维度对比https://guijiagi.com/posts/article-45/Mon, 13 Jul 2026 00:20:00 +0800https://guijiagi.com/posts/article-45/从Llama到DeepSeek，开源大模型如何找到可持续的商业化模式https://guijiagi.com/posts/b2-85ab788e/Mon, 13 Jul 2026 00:20:00 +0800https://guijiagi.com/posts/b2-85ab788e/从Llama到DeepSeek，开源大模型如何找到可持续的商业化模式https://guijiagi.com/posts/article-19/Sun, 12 Jul 2026 20:00:00 +0800https://guijiagi.com/posts/article-19/系统盘点2026年开源Agent生态的主要框架和工具，为开发者提供选型参考和技术地图https://guijiagi.com/posts/b2-f0812155/Sun, 12 Jul 2026 20:00:00 +0800https://guijiagi.com/posts/b2-f0812155/系统盘点2026年开源Agent生态的主要框架和工具，为开发者提供选型参考和技术地图https://guijiagi.com/posts/ai-tools-command-line-2026/Thu, 02 Jul 2026 11:34:00 +0800https://guijiagi.com/posts/ai-tools-command-line-2026/2026年最实用的AI命令行工具集，让AI成为你的终端助手https://guijiagi.com/posts/local-ai-2026-self-host/Thu, 02 Jul 2026 11:33:00 +0800https://guijiagi.com/posts/local-ai-2026-self-host/2026年LocalAI自托管AI服务部署指南，替代OpenAI API的完整方案https://guijiagi.com/posts/open-webui-2026-deploy/Thu, 02 Jul 2026 11:32:00 +0800https://guijiagi.com/posts/open-webui-2026-deploy/2026年Open WebUI部署指南，构建功能完整的私有AI对话平台https://guijiagi.com/posts/llamaindex-2026-guide/Thu, 02 Jul 2026 11:31:00 +0800https://guijiagi.com/posts/llamaindex-2026-guide/2026年LlamaIndex框架使用指南，构建数据驱动的LLM应用https://guijiagi.com/posts/haystack-2026-rag/Thu, 02 Jul 2026 11:30:00 +0800https://guijiagi.com/posts/haystack-2026-rag/2026年Haystack框架在企业RAG系统中的实践与优化https://guijiagi.com/posts/crewai-production-2026/Thu, 02 Jul 2026 11:29:00 +0800https://guijiagi.com/posts/crewai-production-2026/2026年CrewAI框架在生产环境中的最佳实践与经验分享https://guijiagi.com/posts/autogen-2026-multi-agent/Thu, 02 Jul 2026 11:28:00 +0800https://guijiagi.com/posts/autogen-2026-multi-agent/2026年AutoGen多智能体框架解析，构建协作AI系统https://guijiagi.com/posts/langchain-2026-evolution/Thu, 02 Jul 2026 11:27:00 +0800https://guijiagi.com/posts/langchain-2026-evolution/2026年LangChain生态系统演进全景，从LLM框架到AI应用平台https://guijiagi.com/posts/vllm-2026-community/Thu, 02 Jul 2026 11:26:00 +0800https://guijiagi.com/posts/vllm-2026-community/2026年vLLM社区发展动态与技术创新，LLM推理引擎的标杆https://guijiagi.com/posts/ollama-2026-ecosystem/Thu, 02 Jul 2026 11:25:00 +0800https://guijiagi.com/posts/ollama-2026-ecosystem/2026年Ollama生态系统全面解析，从模型管理到生产部署https://guijiagi.com/posts/open-source-ai-ecosystem-2026/Tue, 30 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/open-source-ai-ecosystem-2026/2026年开源AI生态系统的全面梳理，涵盖HuggingFace、模型开源趋势、社区力量和开源AI的经济可持续性https://guijiagi.com/posts/gemma-3-evaluation/Tue, 30 Jun 2026 10:50:00 +0800https://guijiagi.com/posts/gemma-3-evaluation/全面评测Google Gemma 3系列轻量开源模型，分析端侧部署表现https://guijiagi.com/posts/llama-4-series-evaluation/Tue, 30 Jun 2026 10:40:00 +0800https://guijiagi.com/posts/llama-4-series-evaluation/全面评测Llama 4系列模型，从405B到8B的开源旗舰表现分析https://guijiagi.com/posts/open-vs-closed-llm-2026/Tue, 30 Jun 2026 09:10:00 +0800https://guijiagi.com/posts/open-vs-closed-llm-2026/2026年中期，开源与闭源大模型的路线之争终于有了阶段性答案。从性能差距到生态建设，从成本对比到安全考量，全面解析这场AI世纪之争https://guijiagi.com/posts/autogpt-2026-revival/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/autogpt-2026-revival/探索 AutoGPT 2026 年的重大架构升级，从自主目标执行到安全约束框架的全面进化https://guijiagi.com/posts/dify-platform-2026-review/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/dify-platform-2026-review/深度评测 Dify 2026 版本，从可视化编排、Agent 能力、RAG 引擎到企业部署的全面分析https://guijiagi.com/posts/langchain-2026-ecosystem/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/langchain-2026-ecosystem/全面解析 LangChain 2026 年生态系统，涵盖 LangGraph 状态机编排、LangSmith 可观测性平台、LangServe 部署工具及最新生态组件https://guijiagi.com/posts/llamaindex-2026-agent-platform/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/llamaindex-2026-agent-platform/探索 LlamaIndex 2026 如何从一个 RAG 框架进化为完整的 Agent 平台，涵盖 Workflows、Tool Abstraction 与 Data Agentshttps://guijiagi.com/posts/mlx-apple-silicon-inference/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/mlx-apple-silicon-inference/深度解析 Apple MLX 框架在 2026 年的大模型推理能力，涵盖性能优化、模型适配与实际部署实践https://guijiagi.com/posts/openclaw-2026-progress/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/openclaw-2026-progress/全面介绍 OpenClaw 龙虾智能体 2026 年的技术进展、架构升级、Skill 生态与实际应用案例https://guijiagi.com/posts/semantic-kernel-2026/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/semantic-kernel-2026/深度评测微软 Semantic Kernel 2026 版本，从 Plugin 生态到多 Agent 编排的全面进化https://guijiagi.com/posts/sglang-2026-inference-engine/Sun, 28 Jun 2026 11:00:00 +0800https://guijiagi.com/posts/sglang-2026-inference-engine/深入探索 SGLang 2026 版本的 RadixAttention、结构化输出、推理优化与生产部署实践https://guijiagi.com/posts/open-source-vs-closed-source-2026-who-won/Sun, 28 Jun 2026 10:13:00 +0800https://guijiagi.com/posts/open-source-vs-closed-source-2026-who-won/2026 年开源与闭源大模型的终局对决：技术性能、商业模式、生态影响力全方位对比分析https://guijiagi.com/posts/agent-opensource-comparison-2026/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/agent-opensource-comparison-2026/2026开源Agent框架横评https://guijiagi.com/posts/autogen-framework-deep-dive/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/autogen-framework-deep-dive/AutoGen框架深度解析https://guijiagi.com/posts/crewai-multi-agent-opensource/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/crewai-multi-agent-opensource/CrewAI多Agent开源方案https://guijiagi.com/posts/dify-platform-review/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/dify-platform-review/Dify平台评测与部署指南https://guijiagi.com/posts/fastgpt-deployment/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/fastgpt-deployment/FastGPT部署与实践https://guijiagi.com/posts/langchain-ecosystem-2026/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/langchain-ecosystem-2026/LangChain生态系统2026版https://guijiagi.com/posts/llamaindex-development/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/llamaindex-development/LlamaIndex发展现状与规划https://guijiagi.com/posts/openagent-platform/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/openagent-platform/OpenAgent平台架构与使用https://guijiagi.com/posts/openwebui-llm-interface/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/openwebui-llm-interface/OpenWebUI大模型交互界面https://guijiagi.com/posts/ragflow-opensource-rag/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/ragflow-opensource-rag/RAGFlow开源RAG方案https://guijiagi.com/posts/sglang-inference-framework/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/sglang-inference-framework/SGLang推理框架解析https://guijiagi.com/posts/vllm-opensource-inference/Sat, 27 Jun 2026 15:00:00 +0800https://guijiagi.com/posts/vllm-opensource-inference/vLLM开源推理引擎https://guijiagi.com/posts/ai-agent-marketplace/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/ai-agent-marketplace/全面梳理 AI Agent 市场生态：从 ClawHub、Hugging Face Spaces 到 Coze、Dify Marketplace，对比各大平台的定位、能力和商业模式。https://guijiagi.com/posts/dify-vs-fastgpt-vs-ragflow/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/dify-vs-fastgpt-vs-ragflow/深度对比 Dify、FastGPT、RagFlow 三大开源 AI 应用平台，从架构设计、RAG 能力、工作流编排到部署体验的全方位评测。https://guijiagi.com/posts/langchain-vs-llamaindex-vs-crewai/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/langchain-vs-llamaindex-vs-crewai/深度对比 LangChain、LlamaIndex 和 CrewAI 三大 AI 开发框架的架构设计、核心能力、性能表现与适用场景，帮助开发者做出正确选型。https://guijiagi.com/posts/ollama-ecosystem/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/ollama-ecosystem/深入解析 Ollama 全链路生态：从安装配置、模型管理、API 调用到高级集成，手把手教你打造私有化大模型部署方案。https://guijiagi.com/posts/open-webui-deploy/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/open-webui-deploy/从安装部署到高级配置，手把手教你用 Open WebUI 搭建功能完备的私有化 AI 对话平台，支持多模型、RAG、多用户管理。https://guijiagi.com/posts/openai-compatible-api/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/openai-compatible-api/全面解析 OpenAI 兼容 API 生态：从标准规范到主流实现方案对比，帮助企业构建统一的 LLM 接入层。https://guijiagi.com/posts/sglang-inference/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/sglang-inference/深入解析 SGLang 推理引擎的核心技术原理、性能优势与生产部署实践，涵盖 RadixAttention、结构化生成、并发处理等关键特性。https://guijiagi.com/posts/vllm-production-guide/Thu, 25 Jun 2026 12:00:00 +0800https://guijiagi.com/posts/vllm-production-guide/从架构原理到生产部署，全面解析 vLLM 高吞吐推理引擎的核心技术、性能调优与运维方案。https://guijiagi.com/posts/local-ai-stack-2026/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/local-ai-stack-2026/技术栈选型、硬件需求、Docker Compose 编排、安全加固与维护策略，2026 本地 AI 全栈指南。https://guijiagi.com/posts/llama-cpp-guide/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/llama-cpp-guide/从 GGUF 格式到量化方案，从 CPU/GPU 混合推理到移动端部署，llama.cpp 完全实践指南。https://guijiagi.com/posts/ollama-production-guide/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/ollama-production-guide/从架构原理到生产部署，全面覆盖 Ollama 的模型管理、API 兼容、GPU 配置、并发调优与监控方案。https://guijiagi.com/posts/openai-compatible-api-servers/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/openai-compatible-api-servers/为什么需要 OpenAI 兼容、API 规范差异、性能对比、功能矩阵与选型建议，四大推理服务器全面横评。https://guijiagi.com/posts/sglang-vs-vllm/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/sglang-vs-vllm/从 RadixAttention 到缓存共享，深度对比 SGLang 与 vLLM 的架构差异、性能表现与适用场景。https://guijiagi.com/posts/text-generation-webui/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/text-generation-webui/深入评测 TGI 架构、Flash Attention 集成、Continuous Batching、量化支持及与 vLLM 的全面对比。https://guijiagi.com/posts/vllm-deployment-deep/Thu, 25 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/vllm-deployment-deep/深入解析 vLLM 架构、PagedAttention 原理、Continuous Batching、量化支持与分布式推理部署。https://guijiagi.com/posts/langfuse-observability/Wed, 24 Jun 2026 16:00:00 +0800https://guijiagi.com/posts/langfuse-observability/深入解析 Langfuse 的 Tracing、Prompt 管理、A/B 测试功能及与 LangSmith 的对比https://guijiagi.com/posts/openai-evals-guide/Wed, 24 Jun 2026 16:00:00 +0800https://guijiagi.com/posts/openai-evals-guide/深入解析 OpenAI Evals 框架的原理、评估模板、自定义评估流程及与 lm-eval-harness 的对比https://guijiagi.com/posts/vllm-advanced-guide/Wed, 24 Jun 2026 16:00:00 +0800https://guijiagi.com/posts/vllm-advanced-guide/深入 vLLM 高级配置，从 PagedAttention 到张量并行、量化推理与 LoRA 动态加载https://guijiagi.com/posts/fastchat-deployment/Wed, 24 Jun 2026 14:00:00 +0800https://guijiagi.com/posts/fastchat-deployment/FastChat 架构解析、多模型管理、Gradio Web UI、API 服务、分布式部署实战https://guijiagi.com/posts/litellm-proxy-guide/Wed, 24 Jun 2026 14:00:00 +0800https://guijiagi.com/posts/litellm-proxy-guide/LiteLLM 代理完整部署指南：统一 API 格式、负载均衡、成本追踪、缓存、限流配置https://guijiagi.com/posts/open-webui-guide/Wed, 24 Jun 2026 14:00:00 +0800https://guijiagi.com/posts/open-webui-guide/从零部署 Open WebUI，集成 Ollama，配置 RAG、用户管理和 API 访问https://guijiagi.com/posts/sglang-inference-engine/Wed, 24 Jun 2026 14:00:00 +0800https://guijiagi.com/posts/sglang-inference-engine/SGLang 原理详解、与 vLLM/TensorRT-LLM 性能对比、安装使用、适用场景分析https://guijiagi.com/posts/opensource-ecosystem/Tue, 09 Jun 2026 10:00:00 +0800https://guijiagi.com/posts/opensource-ecosystem/2026 年开源 AI 生态有多成熟？从模型到框架到工具，一张地图看懂开源 Agent 全栈技术选型。https://guijiagi.com/posts/local-deploy-guide/Sun, 07 Jun 2026 14:00:00 +0800https://guijiagi.com/posts/local-deploy-guide/数据隐私 + 成本控制 + 无限调用——本地部署大模型的三大理由。本文手把手教你部署生产级 LLM 服务。