fix link

Author: aninibread

src/content/docs/autorag/configuration/index.mdx

@@ -24,9 +24,9 @@ The table below lists all available configuration options:
 | [Maximum number of results](/autorag/configuration/retrieval-configuration/) | yes                     | Maximum number of vector matches returned (`top_k`)                                        |
 | [Generation model](/autorag/configuration/models/)                           | yes                     | Model used to generate the final response                                                  |
 | [Generation system prompt](/autorag/configuration/system-prompt/)            | yes                     | Custom system prompt to guide response generation                                          |
-| [Similarity caching](/autorag/configuration/similarity-cache/)               | yes                     | Enable or disable caching of responses for similar (not just exact) prompts                |
-| [Similiarty caching threshold](/autorag/configuration/similarity-cache/)     | yes                     | Controls how similar a new prompt must be to a previous one to reuse its cached response   |
-| [AI Gateway](/ai-gateway/)                                                   | yes                     | AI Gateway for monitoring and controlling model usage                                      |
+| [Similarity caching](/autorag/configuration/cache/)                          | yes                     | Enable or disable caching of responses for similar (not just exact) prompts                |
+| [Similiarty caching threshold](/autorag/configuration/cache/)                | yes                     | Controls how similar a new prompt must be to a previous one to reuse its cached response   |
+| [AI Gateway](/ai-gateway)                                                    | yes                     | AI Gateway for monitoring and controlling model usage                                      |
 | AutoRAG name                                                                 | no                      | Name of your AutoRAG instance                                                              |
 | Service API token                                                            | yes                     | API token granted to AutoRAG to give it permission to configure resources on your account. |
 

src/content/docs/autorag/configuration/models.mdx

@@ -20,7 +20,7 @@ AutoRAG leverages Workers AI models in the following stages:
 
 AutoRAG currently only supports **Workers AI** as the model provider. Usage of models through AutoRAG contributes to your Workers AI usage and is billed as part of your account.
 
-If you've connected your project to [AI Gateway](../ai-gateway/), all model calls triggered by AutoRAG can be tracked in AI Gateway. This gives you full visibility into inputs, outputs, latency, and usage patterns.
+If you've connected your project to [AI Gateway](/ai-gateway), all model calls triggered by AutoRAG can be tracked in AI Gateway. This gives you full visibility into inputs, outputs, latency, and usage patterns.
 
 ## Choosing a model