Unverified50% confidenceFactExact time
根据Thoughtworks技术雷达和a16z的MLOps市场地图，一个典型的企业级ML平台可能需要整合8-15个不同的开源或商业工具
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
8/28/2026
First Seen
Valid until: 11/26/2026
Sources
Related Entities
Related Claims
UnverifiedMainstream LLM gateway implementations include the open-source LiteLLM and PortKey, as well as solutions developed in-house by cloud vendors.67% similarUnverifiedRAG's technical architecture can deploy the knowledge base on a corporate intranet or private cloud to keep data within the domain, and can be combined with privately deployed open-source models (such as LLaMA, Qwen, and ChatGLM) to meet data security and compliance requirements.63% similarUnverifiedFor enterprise-level deployment scenarios involving sensitive data, Dify is more suitable than Coze thanks to its open-source and private deployment options.62% similarUnverifiedMainstream open-source solutions for LLM Gateways include LiteLLM and PortKey, with core features covering multi-model routing and failover, rate limiting and circuit breaking, request retry, cost tracking, and load balancing.62% similarUnverifiedOpen-source models such as the LLaMA series, Qwen, and DeepSeek offer parameter scale options ranging from 7B to 70B and can be used for private deployment.61% similar
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