diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_alibabacloud.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_alibabacloud.json
new file mode 100644
index 0000000000000..b39d5abe97ca2
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_alibabacloud.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_alibabacloud": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-alibabacloud-ai-search.html",
+      "description": "Configure an AlibabaCloud AI Search inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{alibabacloud_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "alibabacloud_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_amazonbedrock.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_amazonbedrock.json
new file mode 100644
index 0000000000000..266a1800a360e
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_amazonbedrock.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_amazonbedrock": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-amazon-bedrock.html",
+      "description": "Configure an Amazon Bedrock inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{amazonbedrock_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "amazonbedrock_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_anthropic.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_anthropic.json
new file mode 100644
index 0000000000000..dce56157c7d0e
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_anthropic.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_anthropic": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-anthropic.html",
+      "description": "Configure an Anthropic inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{anthropic_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "anthropic_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureaistudio.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureaistudio.json
new file mode 100644
index 0000000000000..00de83eca7ce2
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureaistudio.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_azureaistudio": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-azure-ai-studio.html",
+      "description": "Configure an Azure AI Studio inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{azureaistudio_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "azureaistudio_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureopenai.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureopenai.json
new file mode 100644
index 0000000000000..8739adb1f5fd1
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_azureopenai.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_azureopenai": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-azure-openai.html",
+      "description": "Configure an Azure OpenAI inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{azureopenai_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "azureopenai_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_cohere.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_cohere.json
new file mode 100644
index 0000000000000..a00518f2c5c9e
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_cohere.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_cohere": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-cohere.html",
+      "description": "Configure a Cohere inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{cohere_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "cohere_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elasticsearch.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elasticsearch.json
new file mode 100644
index 0000000000000..0c326b79e93b8
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elasticsearch.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_elasticsearch": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-elasticsearch.html",
+      "description": "Configure an Elasticsearch inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{elasticsearch_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "elasticsearch_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elser.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elser.json
new file mode 100644
index 0000000000000..e601e6c8c3bca
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_elser.json
@@ -0,0 +1,39 @@
+{
+  "inference.put_elser": {
+    "deprecated" : {
+      "version" : "8.16.0",
+      "description" : "The elser service is deprecated. Use the Elasticsearch inference integration instead, with model_id included in the service_settings."
+    },
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-elser.html",
+      "description": "Configure an ELSER inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{elser_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "elser_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googleaistudio.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googleaistudio.json
new file mode 100644
index 0000000000000..4574626b61c00
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googleaistudio.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_googleaistudio": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-google-ai-studio.html",
+      "description": "Configure a Google AI Studio inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{googleaistudio_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "googleaistudio_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googlevertexai.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googlevertexai.json
new file mode 100644
index 0000000000000..6068d4cbc91ba
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_googlevertexai.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_googlevertexai": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-google-vertex-ai.html",
+      "description": "Configure a Google Vertex AI inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{googlevertexai_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "googlevertexai_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_hugging_face.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_hugging_face.json
new file mode 100644
index 0000000000000..76965d61ba839
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_hugging_face.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_hugging_face": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-hugging-face.html",
+      "description": "Configure a HuggingFace inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{huggingface_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "huggingface_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}
diff --git a/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_jinaai.json b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_jinaai.json
new file mode 100644
index 0000000000000..80af2a69c9f1c
--- /dev/null
+++ b/rest-api-spec/src/main/resources/rest-api-spec/api/inference.put_jinaai.json
@@ -0,0 +1,35 @@
+{
+  "inference.put_jinaai": {
+    "documentation": {
+      "url": "https://www.elastic.co/guide/en/elasticsearch/reference/current/infer-service-jinaai.html",
+      "description": "Configure a JinaAI inference endpoint"
+    },
+    "stability": "stable",
+    "visibility": "public",
+    "headers": {
+      "accept": ["application/json"],
+      "content_type": ["application/json"]
+    },
+    "url": {
+      "paths": [
+        {
+          "path": "/_inference/{task_type}/{jinaai_inference_id}",
+          "methods": ["PUT"],
+          "parts": {
+            "task_type": {
+              "type": "string",
+              "description": "The task type"
+            },
+            "jinaai_inference_id": {
+              "type": "string",
+              "description": "The inference Id"
+            }
+          }
+        }
+      ]
+    },
+    "body": {
+      "description": "The inference endpoint's task and service settings"
+    }
+  }
+}