Glean 记录了 3,301,875 月访问量,月度环比增长为 +0.1%,定价为定价请咨询。Mesa 记录了 6,563 月访问量,增长率为 +48.4%,定价为免费增值。
为 AI Agent 打造的版本化文件系统

以公司自身知识为依据的企业级 AI
用自然语言提问,即可获得带引用的回答,内容汇总自各连接系统的文档、工单、Wiki 与消息,同时遵守权限。
可复用的智能体能跨业务应用执行入职、客户调研、故障跟进等多步骤流程。
Glean 自动挑选并路由合适的模型与推理层级,通过受治理的网关提供 40 多种 LLM 访问能力。
撰写符合品牌的文档、总结会议、分析数据,并生成以公司上下文为依据的内容。

为 AI Agent 打造的版本化文件系统
100% 兼容 POSIX 的挂载方式,让 Agent 与沙箱使用熟悉的 Unix 工具,持久化、同步与版本历史在底层透明处理。
毫秒级分叉工作区,在隔离分支上运行数十个 Agent,最后选出最佳结果,无需文件锁。
在每一步为整个文件系统打快照,Agent 出错时可通过一次 API 调用恢复任意历史状态。
随时暂停 Agent 等待审核,构建审批队列与策略闸门,然后从完全相同的工作区状态继续。
让 AI 智能体安全接入 1700+ 应用
高可信前沿推理,端到端加密
专项更强Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.
专项更强Gumloop is a no-code AI agent and automation platform where teams build agents that connect to their tools, browse the web, and complete real business tasks.

免费 / 开源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免费 / 开源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
面向编码智能体的 Fast Apply 与智能体调优推理
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.
Pinecone is a managed vector database and AI knowledge platform for building retrieval-augmented generation (RAG), semantic search, and agent memory. It stores vector embeddings at scale, makes writes searchable within seconds with no index tuning, and keeps p99 latency steady as data grows. Pinecone powers products for more than 10,000 customers and over a million developers worldwide.

专项更强Automates employee IT and HR support requests exceptionally well, but focuses less on general universal document search.