2026 最佳AI 基础设施工具

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fez

AI 网关与路由

Fez 是一个实验性决策模型平台，将工作流上下文转化为概率，用于模型路由、工具选择、升级处理和支持分流，帮助团队训练与评估专用模型。

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OpenAI Platform

AI开发者工具

OpenAI Platform 是一个面向开发者的平台，用于借助 OpenAI API 构建应用，并提供 API 访问、模型与价格信息、技术文档、入门应用和实践手册。

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ColdIQ

AI获客

面向 Claude Code、AI 智能体和开发者的一体化 GTM 数据 API，支持线索搜索、联系人丰富、邮箱查找及多数据提供商接入。

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iFixAi

大语言模型评测

iFixAi 独立审计 AI 代理，评估其是否完成指定工作，同时遵守权限、审批流程、组织边界和证据要求。适用于需要超越传统基准测试检查代理的团队。

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Hopscotch

AI 网关与路由

Hopscotch is a unified API for accessing 500+ AI models from providers including Anthropic, OpenAI, and Google. It helps developers and teams switch models, configure fallbacks, and control spending through shared keys, teammate limits, and workspace limits.

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Imejis.io

AI 图像 API

Imejis.io is an image generation platform with a remote MCP server and REST API for creating, editing, and rendering structured designs. It helps AI-agent users, developers, and automation workflows turn templates or structured data into PNG, JPEG, WebP, and single-page PDF outputs.

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Graphiti

AI知识图谱

Graphiti 是一个面向开发者的开源 GitHub 项目，用于为 AI 代理构建实时知识图谱。开发者可以检查、扩展代码，并通过仓库协作流程参与贡献。

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Upstash Vector

向量数据库

Upstash Vector is a serverless vector database for storing and querying embeddings and metadata in AI and machine-learning applications. It supports dense, sparse, and hybrid indexes through a REST API and SDKs for Python, TypeScript, Go, and PHP.

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pgvector

向量数据库

pgvector is an open-source PostgreSQL extension for storing vectors and running exact or approximate nearest-neighbor searches alongside relational data. It supports multiple vector formats, distance functions, and standard PostgreSQL operations for applications that need similarity search.

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Chutes

AI 推理平台

Chutes 是面向开源模型的去中心化无服务器推理平台。开发者可通过 API 调用托管模型，也可在机密 GPU 算力上部署私有自定义工作负载。

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Apache APISIX

AI 网关与路由

Apache APISIX is an open-source API gateway and AI gateway for routing, securing, observing, and governing API, microservice, and LLM traffic. It helps teams manage dynamic gateway policies through a plugin-based architecture built on NGINX and etcd.

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AgentOps

AI开发者工具

AgentOps 为开发者提供 AI 智能体和大语言模型应用的可观测性支持，帮助团队追踪、调试并部署应用，兼容 OpenAI、CrewAI、AutoGen 等技术栈。

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Pipecat

AI 智能体基础设施

Pipecat is an open-source Python framework and ecosystem for building real-time voice and multimodal AI agents. It helps developers compose pipelines that coordinate speech, language, vision, video, text, tools, and telephony transports.

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Alibaba Cloud Model Studio

大语言模型 API

Alibaba Cloud Model Studio is a generative AI offering centered on access to industry-leading GenAI models. It is intended for people and teams exploring or building AI experiences on Alibaba Cloud, although the supplied product page does not detail its specific workflows or integrations.

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Gemini API

AI开发者工具

Gemini API 是面向开发者的 Google 生成式模型接口，可通过 SDK 或 REST 将文本、图像和其他多模态输入接入应用，并构建对话代理与结构化工作流。

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Glama

AI 智能体基础设施

Glama 是一个 MCP 目录与基础设施平台，帮助开发者和团队搜索、比较服务器、远程连接器、客户端及工具，并通过托管访问和网关连接 MCP 能力。

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Claude Platform

AI 智能体基础设施

Claude Platform gives developers programmatic access to Claude models and managed agent infrastructure for building agents and applications. It includes a REST API, official client SDKs, a web Console, and documentation for direct integrations.

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Kubetorch

AI开发者工具

Kubetorch is a Python interface for building, iterating on, and deploying machine-learning workloads on Kubernetes. It lets developers invoke remote cluster compute from local Python environments, notebooks, CI pipelines, or production code.

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SGLang

AI 推理平台

SGLang is an open-source serving framework for large language and multimodal models. It helps developers deploy model servers and query them through OpenAI-compatible endpoints across supported GPU, CPU, TPU, NPU, and XPU platforms.

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OpenSearch

AI搜索引擎

OpenSearch 是基于 Apache Lucene 构建的开源搜索与分析套件，可帮助团队采集、索引、搜索、可视化和分析数据，适用于应用搜索、可观测性与安全分析等场景。