diff --git a/doc/02-usage-azure.md b/doc/02-usage-azure.md
index 85d73f2..a378176 100644
--- a/doc/02-usage-azure.md
+++ b/doc/02-usage-azure.md
@@ -104,16 +104,34 @@ Any of these [supported request options](https://github.com/gnarroway/hato#reque
 
 * [create-completion](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-completion)
 
-Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#completions)
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#completions)
 
 ### Chat
 
 * [create-chat-completion](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-chat-completion)
 
-Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#chat-completions)
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#chat-completions)
 
 ### Embeddings
 
 * [create-embedding](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-embedding)
 
-Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#embeddings)
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#embeddings)
+
+### Transcriptions
+
+* [create-transcription](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-transcription)
+
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#transcriptions)
+
+### Translations
+
+* [create-translation](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-translation)
+
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#translations)
+
+### Images
+
+* [create-image](https://cljdoc.org/d/net.clojars.wkok/openai-clojure/0.19.0/api/wkok.openai-clojure.api#create-image)
+
+Also see the [Azure OpenAI documentation](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#image-generation)
diff --git a/src/wkok/openai_clojure/api.clj b/src/wkok/openai_clojure/api.clj
index ed00267..5075c81 100644
--- a/src/wkok/openai_clojure/api.clj
+++ b/src/wkok/openai_clojure/api.clj
@@ -57,7 +57,7 @@
 
   Streaming of token events is supported via the `:stream` param, see [Streaming Tokens](/doc/03-streaming.md)
 
-  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/completions/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#completions) documentation
+  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/completions/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#completions) documentation
   "
   ([params]
    (create-completion params nil))
@@ -80,7 +80,7 @@
 
   Streaming of token events is supported via the `:stream` param, see [Streaming Tokens](/doc/03-streaming.md)
 
-  Also see the [OpenAI documentation](https://platform.openai.com/docs/api-reference/chat/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#chat-completions) documentation
+  Also see the [OpenAI documentation](https://platform.openai.com/docs/api-reference/chat/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#chat-completions) documentation
   "
   ([params]
    (create-chat-completion params nil))
@@ -102,7 +102,10 @@
                  :n 2
                  :size \"1024x1024\"})
   ```
-  Also see the [OpenAI documentation](https://platform.openai.com/docs/api-reference/images/create)
+
+  For Azure OpenAI pass `{:impl :azure}` for the `options` argument
+
+  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/images/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#image-generation) documentation
   "
   ([params]
    (create-image params nil))
@@ -160,7 +163,7 @@
 
   For Azure OpenAI pass `{:impl :azure}` for the `options` argument
 
-  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/embeddings/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/cognitive-services/openai/reference#embeddings) documentation
+  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/embeddings/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#embeddings) documentation
   "
   ([params]
    (create-embedding params nil))
@@ -183,7 +186,10 @@
   (create-transcription {:file (clojure.java.io/file \"path/to/audio.mp3\")
                          :model \"whisper-1\"})
   ```
-  Also see the [OpenAI documentation](https://platform.openai.com/docs/api-reference/audio/create)
+
+  For Azure OpenAI pass `{:impl :azure}` for the `options` argument
+
+  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/audio/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#transcriptions) documentation
   "
   ([params]
    (create-transcription params nil))
@@ -198,7 +204,10 @@
   (create-translation {:file (clojure.java.io/file \"path/to/file/german.m4a\")
                        :model \"whisper-1\"})
   ```
-  Also see the [OpenAI documentation](https://platform.openai.com/docs/api-reference/audio/create)
+
+  For Azure OpenAI pass `{:impl :azure}` for the `options` argument
+
+  Also see the [OpenAI](https://platform.openai.com/docs/api-reference/audio/create) / [Azure OpenAI](https://learn.microsoft.com/en-us/azure/ai-services/openai/reference#translations) documentation
   "
   ([params]
    (create-translation params nil))
diff --git a/src/wkok/openai_clojure/azure.clj b/src/wkok/openai_clojure/azure.clj
index fae7194..53ecdbc 100644
--- a/src/wkok/openai_clojure/azure.clj
+++ b/src/wkok/openai_clojure/azure.clj
@@ -26,22 +26,27 @@
                                idx (s/index-of url "/openai")]
                            (str endpoint (subs url idx))))))})
 
+(defn- ->patched-handler
+  [m from to]
+  (->  (martian/handler-for  m :completions-create)
+       (assoc :route-name :create-completion)))
+
+(def route-mappings
+  {:completions-create :create-completion
+   :chat-completions-create :create-chat-completion
+   :embeddings-create :create-embedding
+   :transcriptions-create :create-transcription
+   :translations-create :create-translation
+   :image-generations-create :create-image})
+
 (defn patch-handler
   "Patching azure's handlers to support the same operation-id names as the standard openai api"
   [m]
-  (let [patched-completions-create-handler (->  (martian/handler-for  m :completions-create)
-                                                (assoc :route-name :create-completion))
-        patched-chat-completions-create-handler (->  (martian/handler-for  m :chat-completions-create)
-                                                (assoc :route-name :create-chat-completion))
-        patched-embeddings-create-handler (->  (martian/handler-for  m :embeddings-create)
-                                               (assoc :route-name :create-embedding))
-
-
-        patched-handlers [patched-completions-create-handler
-                          patched-embeddings-create-handler
-                          patched-chat-completions-create-handler]]
-
-    (assoc m :handlers patched-handlers)))
+  (update m :handlers
+          (fn [handlers]
+            (map (fn [{route-name :route-name :as handler}]
+                   (update handler :route-name #(route-name route-mappings %)))
+                 handlers))))
 
 (defn load-openai-spec []
   (json/decode (slurp (io/resource "azure_openai.json")) keyword))
@@ -64,3 +69,26 @@
   {:api-version "2024-06-01"
    :deployment-id (:model params)
    :martian.core/body (dissoc params :model)})
+
+
+(comment
+
+  ;; Get all operations defined in spec
+
+  (def spec (->>  (martian/explore @m)
+                  (map first)
+                  #_(map #(martian/explore @m %))
+                  set))
+
+  ;; Get all functions defined in api
+
+  (require 'wkok.openai-clojure.api)
+
+  (def impl (->>  (keys (ns-publics 'wkok.openai-clojure.api))
+                  (map keyword)
+                  set))
+
+  ;; Compare the two
+
+  (clojure.set/difference impl spec)
+  )
diff --git a/test/wkok/openai_clojure/api_test.clj b/test/wkok/openai_clojure/api_test.clj
index ddfef3d..bb9a8f8 100644
--- a/test/wkok/openai_clojure/api_test.clj
+++ b/test/wkok/openai_clojure/api_test.clj
@@ -105,6 +105,13 @@
                                  :n      2
                                  :size   "1024x1024"})))
 
+       (is (= :success
+              (api/create-image {:model "dall-e"
+                                 :prompt "A cute baby sea otter"
+                                 :n      2
+                                 :size   "1024x1024"}
+                                {:impl :azure})))
+
        (is (= :success
               (api/create-image-edit {:image  (io/file "path/to/otter.png")
                                       :mask   (io/file "path/to/mask.png")
@@ -134,9 +141,20 @@
               (api/create-transcription {:file  (io/file "path/to/audio.mp3")
                                          :model "whisper-1"})))
 
+       (is (= :success
+              (api/create-transcription {:file  (io/file "path/to/audio.mp3")
+                                         :model "whisper-1"}
+                                        {:impl :azure})))
+
        (is (= :success
               (api/create-translation {:file  (io/file "path/to/file/german.m4a")
                                        :model "whisper-1"})))
+
+       (is (= :success
+              (api/create-translation {:file  (io/file "path/to/file/german.m4a")
+                                       :model "whisper-1"}
+                                      {:impl :azure})))
+
        (is (= :success
               (api/create-speech {:model "tts-1"
                                   :input "Hey there! Nice to meet you!"