Milk Infrastructure VS Polygres
Milk Infrastructure VS Polygres对比，Milk Infrastructure 和 Polygres 有什么区别？
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总结
Milk Infrastructure 总结
The system writes infra as code to your Github repos and automatically containerizes and scales any services (public or private). The goal is to give your average engineer a vercel-like deployment experience for any service in any language at minimal cost.
Milk Infrastructure 着陆页
Polygres 总结
Polygres turns Postgres into working memory for AI agents. Retrieve structured rows, connected relationships, semantic matches, and full-text results through one hybrid API. All without a separate vector store, graph database, or sync pipeline. Build grounded agents over the data you already have, with relational, graph, and vector context joined at the source. Use the managed cloud or self-host with our open source components. Polygres is currently free to use, just sign up!
Polygres 着陆页
比较详细信息
Milk Infrastructure 详细信息
| 类别 | AI开发者工具, AI智能助手, AI智能体, AI工作流 |
| Milk Infrastructure 网站 | https://milkinfrastructure.com?utm_source=toolify |
| 添加时间 | 2024年7月5日 |
| Milk Infrastructure 定价 | -- |
Polygres 详细信息
| 类别 | AI开发者工具, AI智能体, AI知识图谱, 人工智能接口, AI搜索引擎 |
| Polygres 网站 | https://polygres.com?utm_source=toolify |
| 添加时间 | 2026年8月26日 |
| Polygres 定价 | -- |
使用情况比较
如何使用 Milk Infrastructure？
Connect your Github to Milk and choose whether you're deploying a repo as a service, cron-job, or worker. Milk will create a Kubernetes cluster with the absolute minimum resources required to run your service and scale everything dynamically.
如何使用 Polygres？
Create a Polygres managed instance or install the open-source components on an existing PostgreSQL database. Connect your schema and use the SDK or retrieval API to submit a natural-language query with options such as graph traversal depth, filters, and token limits. Polygres combines relational, graph, vector, and text results into one ranked, token-ready context block that can be passed directly to an AI agent.
比较 Milk Infrastructure 和 Polygres 的优势
Milk Infrastructure的核心功能
- AI-powered Kubernetes deployment and management
- Infrastructure as Code generation
- Automatic containerization and scaling
- CI/CD integration
- Support for any cloud provider or on-premises
- Minimal resource utilization
Polygres的核心功能
- Unified relational, graph, vector, and full-text retrieval
- Native graph traversal over existing PostgreSQL foreign keys
- Fused hybrid search with dense HNSW, sparse, filtered, and semantic retrieval
- Token-ready context assembly for grounded AI agents
- Shortest-path, neighborhood, relationship, and multi-hop graph queries
- Managed cloud hosting and open-source self-hosting
- PostgreSQL-native data retrieval without a separate vector store or sync pipeline
比较使用案例
Milk Infrastructure的使用案例
- Deploying web services
- Running cron jobs
- Managing worker processes
- Scaling applications dynamically
- Automating infrastructure management
Polygres的使用案例
- Build grounded AI agents that retrieve customer records, orders, tickets, and related history
- Investigate failed transactions by combining semantic search with order, payment, and dispute relationships
- Create user-memory systems that retrieve relevant past interactions and connected data
- Query Wikipedia-scale datasets using hybrid indexes and graph relationships
- Provide support agents with ranked, database-backed context
- Develop recommendation and discovery systems using existing PostgreSQL data
Milk Infrastructure和Polygres的不同计划
Milk Infrastructure
$50 per cluster
Estimated monthly cost per cluster
$5 per service
Estimated monthly cost per service deployed
Polygres
$0 / forever
Open-source pgGraph and pgVector, runnable on any PostgreSQL instance, with community support.
$16 / month
Managed cloud database hosting with email and community Discord support. Currently free for now.
$256 / month minimum usage
Automated vertical and horizontal scaling, email and community Discord support, private Discord or Slack channel, and support hours from 8:00 AM to 5:00 PM.
$4,096 / month minimum usage
Coming soon. Includes dedicated database infrastructure, custom compliance, high availability, 24/7 support, and dedicated support and uptime SLAs.
Milk Infrastructure的流量
Milk Infrastructure 是月访问量为 0 且平均访问时长为 00:00:00 的工具。 Milk Infrastructure 的每次访问页数为 0.00，跳出率为 0.00%。
最新流量情况
| 月访问量 | 0 |
| 平均·访问时长 | 00:00:00 |
| 每次访问页数 | 0.00 |
| 跳出率 | 0.00% |
Polygres的流量
Polygres 是月访问量为 29.2K 且平均访问时长为 00:00:44 的工具。 Polygres 的每次访问页数为 1.61，跳出率为 68.04%。
最新流量情况
| 月访问量 | 29.2K |
| 平均·访问时长 | 00:00:44 |
| 每次访问页数 | 1.61 |
| 跳出率 | 68.04% |
地理位置
对不起，没有数据
地理位置
Polygres 的前 3 个国家/地区是：United States 84.49%, India 15.16%, Mexico 0.34%
Top 3 国家/地区
 | 84.49% |
 | 15.16% |
 | 0.34% |
流量来源
Milk Infrastructure 的 6 个主要流量来源是：邮件 0, vs_sourcesGenAi 0, 直接访问 0, vs_sourcesAffiliate 0, 外链引荐 0, vs_sourcesDisplayAds 0, vs_sourcesSearchPaid 0, vs_sourcesSocialPaid 0, vs_sourcesSearchOrganic 0, vs_sourcesSocialOrganic 0
邮件 | 0 |
vs_sourcesGenAi | 0 |
直接访问 | 0 |
vs_sourcesAffiliate | 0 |
外链引荐 | 0 |
vs_sourcesDisplayAds | 0 |
vs_sourcesSearchPaid | 0 |
vs_sourcesSocialPaid | 0 |
vs_sourcesSearchOrganic | 0 |
vs_sourcesSocialOrganic | 0 |
流量来源
Polygres 的 6 个主要流量来源是：直接访问 43.28%, vs_sourcesSocialOrganic 34.37%, vs_sourcesSearchOrganic 14.81%, 外链引荐 4.00%, 邮件 1.48%, vs_sourcesGenAi 0.93%, vs_sourcesDisplayAds 0.49%, vs_sourcesAffiliate 0.25%, vs_sourcesSearchPaid 0.25%, vs_sourcesSocialPaid 0.12%
直接访问 | 43.28% |
vs_sourcesSocialOrganic | 34.37% |
vs_sourcesSearchOrganic | 14.81% |
外链引荐 | 4.00% |
邮件 | 1.48% |
vs_sourcesGenAi | 0.93% |
vs_sourcesDisplayAds | 0.49% |
vs_sourcesAffiliate | 0.25% |
vs_sourcesSearchPaid | 0.25% |
vs_sourcesSocialPaid | 0.12% |
Milk Infrastructure 或 Polygres哪个更好？
Polygres 可能比 Milk Infrastructure 更受欢迎。如您所见，Milk Infrastructure 每月有 0 次访问，而 Polygres 每月有 29.2K 次访问。 所以更多的人选择了Polygres。 因此，人们很可能会在社交平台上更多地推荐 Polygres。
Milk Infrastructure 的平均访问持续时间为 00:00:00，而 Polygres 的平均访问持续时间为 00:00:44。 此外，Milk Infrastructure 的每次访问页面为 0.00，跳出率为 0.00%。 Polygres 的每次访问页面为 1.61，跳出率为 68.04%。
Polygres 的主要用户是 United States, India, Mexico，分布如下：84.49%, 15.16%, 0.34%。
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