IskayPet 在 AWS Bedrock 上搭了个企业知识问答助手,支持 4 种语言还不用自己管 RAG,想省运维的可以看看他们怎么做的。
#企业知识库
阿里云在云栖大会讲了 QwenWork 怎么把企业内部数据接进 Qwen 智能体,做企业知识库落地的可以看看思路。
The case shows how ontology-plus-memory infrastructure, rather than model choice alone, is becoming the differentiator in enterprise AI deployments. Freight and logistics operators evaluating knowledge-layer architectures can benchmark their rollout costs and matching accuracy against Full Truck Alliance's results on PolarDB. The Apsara Conference framing also signals Alibaba Cloud is pushing this stack toward enterprise customers in China and Southeast Asia.
Ramp 出了个叫 Glass 的东西,把公司术语定义和 Notion、Slack 这些工具连起来垫在模型下面,换模型也不用重配,做企业知识库的可以看看。
Citadel Securities 的 COO 分享怎么用 Slack、PPT 和会议记录给公司建一个'自我模型',还讲了踩过的坑,做企业内部 AI 的可以听听。
This highlights a foundational but often overlooked aspect of AI adoption that many organizations neglect. For businesses in ASEAN looking to implement AI solutions, starting with a well-structured knowledge base can be more cost-effective than expensive external consulting or training programs, providing a solid foundation for AI agents and other AI-native development.
OpenAI 新出的 V7 基于 GPT-5.6,能把公司散落的文件变成智能体可用的记忆,回答还带来源链接,方便核对出处。