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update-hyperlinks: fix broken links in Intro key benefits section #695

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4b5edd8
update-hyperlinks: fix broken links in Intro key benefits section
santoshkal Jun 12, 2026
07f7a9f
Update the links in versioned_docs for v0.18
santoshkal Jun 16, 2026
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6 changes: 3 additions & 3 deletions docs/intro.mdx
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Expand Up @@ -46,10 +46,10 @@ KServe eliminates the complexity of productionizing AI models. Whether you're a
| <a href="model-serving/generative-inference/overview">**LLM Multi-framework**</a> | Deploy LLMs from Hugging Face, vLLM, and custom generative models |
| <a href="model-serving/generative-inference/llmisvc/llmisvc-overview">**OpenAI-Compatible APIs**</a> | Chat completion, streaming, and embedding endpoints out of the box |
| <a href="model-serving/generative-inference/modelcache/localmodel">**LocalModelCache**</a> | Reduce LLM startup time from 15–20 minutes to ~1 minute |
| <a href="model-serving/generative-inference/kvcache-offloading/kvcache-offloading">**KV Cache Offloading**</a> | Optimized memory management for long conversations and large contexts |
| <a href="model-serving/generative-inference/multi-node/multi-node">**Multi-node Inference**</a> | Distributed LLM serving across multiple nodes |
| <a href="model-serving/generative-inference/kvcache-offloading/">**KV Cache Offloading**</a> | Optimized memory management for long conversations and large contexts |
| <a href="model-serving/generative-inference/multi-node/">**Multi-node Inference**</a> | Distributed LLM serving across multiple nodes |
| <a href="model-serving/generative-inference/ai-gateway/envoy-ai-gateway">**Envoy AI Gateway**</a> | Enterprise-grade API management and routing for AI workloads |
| <a href="model-serving/generative-inference/autoscaling/autoscaling">**Metric-based Autoscaling**</a> | Scale on token throughput, queue depth, and GPU utilization |
| <a href="model-serving/generative-inference/autoscaling/">**Metric-based Autoscaling**</a> | Scale on token throughput, queue depth, and GPU utilization |
| <a href="model-serving/predictive-inference/rollout-strategies/canary">**Canary Deployments**</a> | A/B testing and canary rollouts for LLM experiments |

<a href="model-serving/generative-inference/overview">→ Full Generative AI docs</a>
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6 changes: 3 additions & 3 deletions versioned_docs/version-0.18/intro.mdx
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Expand Up @@ -46,10 +46,10 @@ KServe eliminates the complexity of productionizing AI models. Whether you're a
| <a href="model-serving/generative-inference/overview">**LLM Multi-framework**</a> | Deploy LLMs from Hugging Face, vLLM, and custom generative models |
| <a href="model-serving/generative-inference/llmisvc/llmisvc-overview">**OpenAI-Compatible APIs**</a> | Chat completion, streaming, and embedding endpoints out of the box |
| <a href="model-serving/generative-inference/modelcache/localmodel">**LocalModelCache**</a> | Reduce LLM startup time from 15–20 minutes to ~1 minute |
| <a href="model-serving/generative-inference/kvcache-offloading/kvcache-offloading">**KV Cache Offloading**</a> | Optimized memory management for long conversations and large contexts |
| <a href="model-serving/generative-inference/multi-node/multi-node">**Multi-node Inference**</a> | Distributed LLM serving across multiple nodes |
| <a href="model-serving/generative-inference/kvcache-offloading">**KV Cache Offloading**</a> | Optimized memory management for long conversations and large contexts |
| <a href="model-serving/generative-inference/multi-node">**Multi-node Inference**</a> | Distributed LLM serving across multiple nodes |
| <a href="model-serving/generative-inference/ai-gateway/envoy-ai-gateway">**Envoy AI Gateway**</a> | Enterprise-grade API management and routing for AI workloads |
| <a href="model-serving/generative-inference/autoscaling/autoscaling">**Metric-based Autoscaling**</a> | Scale on token throughput, queue depth, and GPU utilization |
| <a href="model-serving/generative-inference/autoscaling">**Metric-based Autoscaling**</a> | Scale on token throughput, queue depth, and GPU utilization |
| <a href="model-serving/predictive-inference/rollout-strategies/canary">**Canary Deployments**</a> | A/B testing and canary rollouts for LLM experiments |

<a href="model-serving/generative-inference/overview">→ Full Generative AI docs</a>
Expand Down