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Author: ditaccms-bot

docs/sap-ai-core/add-a-git-repository-b668176.md

@@ -16,8 +16,8 @@ You can use your own git repository to version control your SAP AI Core template
 
 ## Prerequisites
 
--   You've access to a git repository over the Internet.
--   You've generated a personal access token for your git repository. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
+-   You have access to a git repository over the Internet.
+-   You have generated a personal access token for your git repository. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
 -   If you want to onboard a git repository hosted on GitLab, make sure that the repository URL contains the `.git` suffix.
 -   Secrets aren't permitted in your repository. If secrets are used, it isn't possible to synchronize content.
 
@@ -33,7 +33,7 @@ You can use your own git repository to version control your SAP AI Core template
 
 ## Context
 
-Git repositories are managed by creating personal access tokens registering them in SAP AI Core. Personal access tokens are a means of allowing and controlling connections to GitHub repositories without compromising your credentials.
+Git repositories are managed by creating personal access tokens and registering them in SAP AI Core. Personal access tokens are a means of allowing and controlling connections to GitHub repositories without compromising your credentials.
 
 
 
@@ -59,7 +59,7 @@ You specify your unique git repository details as follows:
 
 -   `url`: URL of the git repository
 
--   `username`: \(Service\) user that is accessing the git repository
+-   `username`: \(Service\) user that’s accessing the git repository
 
 -   `password`: git personal access token. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
 
@@ -84,8 +84,8 @@ Create an application to sync your folders. For more information, see [Create an
 
 ## Prerequisites
 
--   You've access to a git repository over the Internet.
--   You've generated a personal access token for your git repository. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
+-   You have access to a git repository over the Internet.
+-   You have generated a personal access token for your git repository. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
 -   If you want to onboard a git repository hosted on GitLab, make sure that the repository URL contains the `.git` suffix.
 -   Secrets aren't permitted in your repository. If secrets are used, it isn't possible to synchronize content.
 
@@ -101,7 +101,7 @@ Create an application to sync your folders. For more information, see [Create an
 
 ## Context
 
-Git repositories are managed by creating personal access tokens registering them in SAP AI Core. Personal access tokens are a means of allowing and controlling connections to GitHub repositories without compromising your credentials.
+Git repositories are managed by creating personal access tokens and registering them in SAP AI Core. Personal access tokens are a means of allowing and controlling connections to GitHub repositories without compromising your credentials.
 
 
 
@@ -115,7 +115,7 @@ You specify your unique git repository details as follows:
 
 -   `url`: URL of the git repository
 
--   `username`: \(Service\) user that is accessing the git repository
+-   `username`: \(Service\) user that’s accessing the git repository
 
 -   `password`: git personal access token. For more information, see [Create a Personal Access Token](https://docs.github.com/en/authentication/keeping-your-account-and-data-secure/creating-a-personal-access-token).
 

docs/sap-ai-core/ai-api-overview-716d4c3.md

@@ -25,7 +25,7 @@ SAP AI Core provides additional APIs that are runtime-specific. These are availa
 
 The AI API specification is a general specification for the lifecycle management of machine learning artifacts. SAP AI Core is one specific runtime implementation of the AI API specification. It is also possible to provide other runtime implementations of the AI API specification, independent of SAP AI Core. This section describes the necessary boundary conditions and implementation requirements.
 
-The benefit of using AI API is that clients can integrate with all AI API-enabled runtime implementations. For example, SAP AI Launchpad can interact with custom runtime implementations as long as the same APIs are provided. Intelligent Scenario Lifecycle Management can also integrate with AI API-enabled runtimes. The AI API Client SDK \(Python\) can also be used \(for more information, see [SAP AI Core SDK](https://help.sap.com/docs/AI_CORE/2d6c5984063c40a59eda62f4a9135bee/499309d6e371419fb7a88b7d68c20a31.html#%0Asap-ai-core-sdk)\).
+The benefit of using AI API is that clients can integrate with all AI API-enabled runtime implementations. For example, SAP AI Launchpad can interact with custom runtime implementations as long as the same APIs are provided. Intelligent Scenario Lifecycle Management can also integrate with AI API-enabled runtimes. The SAP AI SDK Base \(Python\) can also be used \(for more information, see [SAP AI SDK Core](https://help.sap.com/docs/AI_CORE/2d6c5984063c40a59eda62f4a9135bee/499309d6e371419fb7a88b7d68c20a31.html#%0Asap-ai-core-sdk)\).
 
 
 

docs/sap-ai-core/chat-39321a9.md

@@ -10,7 +10,7 @@ Orchestration can also be used in chat scenarios. The following example shows ho
 
 ## Prerequisites
 
-You have created a deployment for orchestration as described at [Create a Deployment for Orchestration](create-a-deployment-for-orchestration-4387aa7.md).
+You have a running orchestration deployment. For more information, see [Create a Deployment for Orchestration](create-a-deployment-for-orchestration-4387aa7.md).
 
 
 

docs/sap-ai-core/consume-generative-ai-models-bf0373b.md

@@ -61,7 +61,7 @@ The resource group used in the activation steps
 </table>
 
 > ### Caution:  
-> SAP does not take any responsibility for quality of the content in the input to or output of the underlying generative AI models. This includes but is not limited to bias, hallucinations, or inaccuracies. The user is responsible for verifying the content.
+> SAP does not take any responsibility for the quality of the content in the input to or output of the underlying generative AI models. This includes but is not limited to bias, hallucinations, or inaccuracies. The user is responsible for verifying the content.
 
 > ### Caution:  
 > Do not store personally identifiable information in prompts when using the generative AI hub. Personally identifiable information is any data that can be used alone, or in combination, to identify the person that the data refers to.
@@ -90,7 +90,7 @@ For information about the supported API versions, see [Chat completions](https:/
 
 
 
-### GPT-4-32k | GPT-4 | GPT-3.5-Turbo-16k | GPT-3.5-Turbo
+### gpt-4-32k | gpt-4 | gpt-3.5-Turbo-16k | gpt-3.5-Turbo | o4-mini | o3 | gpt-4.1 | gpt-4.1-mini | gpt-4.1-nano
 
 **Text Input**
 
@@ -191,6 +191,24 @@ curl --location '$DEPLOYMENT_URL/embeddings?api-version=2023-05-15' \
 
 
 
+### alephalpha-pharia-1-7b-control
+
+```
+curl --location '$DEPLOYMENT_URL/chat/completions' \
+--header 'AI-Resource-Group: default' \
+--header 'Content-Type: application/json' \
+--header 'Authorization: Bearer $AUTH_TOKEN' \
+--data '{
+    "model": "alephalpha-pharia-1-7b-control",
+    "messages": [{
+        "role": "user",
+        "content": "Say Hi"
+    }]
+}'
+```
+
+
+
 <a name="concept_ynz_mgh_tzb__section_p3k_fxc_z1c"/>
 
 ## Vertex AI
@@ -443,7 +461,9 @@ curl --location '$DEPLOYMENT_URL/models/textembedding-gecko-multilingual:predict
 
 
 
-### Claude 3 Sonnet | Claude 3.5 Sonnet |Claude 3 Opus | Claude 3 Haiku
+### Claude 3 Sonnet | Claude 3.5 Sonnet | Claude 3 Opus | Claude 3 Haiku | Claude 4 Sonnet | Claude 4 Opus
+
+Invoke:
 
 ```
 curl --location '$DEPLOYMENT_URL/invoke' \
@@ -462,6 +482,31 @@ curl --location '$DEPLOYMENT_URL/invoke' \
   }'
 ```
 
+Converse:
+
+```
+curl --location '$DEPLOYMENT_URL/converse' \
+--header 'AI-Resource-Group: default' \
+--header 'Content-Type: application/json' \
+--header "Authorization: Bearer $AUTH_TOKEN" \
+--data '{
+   "inferenceConfig": { 
+      "maxTokens": 100,
+      "stopSequences": [ "blab" ],
+      "temperature": 0.7
+   },
+   "messages": [ 
+      { 
+         "content": [ { 
+           "text": "Perplexity means?" 
+         }],
+         "role": "user"
+      }
+   ]
+}'
+
+```
+
 
 
 ### Claude 3.7 Sonnet
@@ -558,6 +603,8 @@ curl --location '$DEPLOYMENT_URL/converse' \
 
 ### Llama-3.1-70b-instruct | mistralai--mixtral-8x7b-instruct-v01
 
+Without streaming:
+
 ```
 curl --location '$DEPLOYMENT_URL/chat/completions' \
 --header 'AI-Resource-Group: default' \
@@ -575,6 +622,26 @@ curl --location '$DEPLOYMENT_URL/chat/completions' \
   }'
 ```
 
+With streaming:
+
+```
+curl --location '$DEPLOYMENT_URL/chat/completions' \
+--header 'AI-Resource-Group: default' \
+--header 'Content-Type: application/json' \
+--header "Authorization: Bearer $AUTH_TOKEN" \
+--data '{
+    "model": "<ModelName>",
+    "messages": [
+        {
+        "role": "user",
+        "content": "Sample prompt"
+        }
+    ],
+    "max_tokens": 100.
+    "stream": true
+  }'
+```
+
 
 
 <a name="concept_ynz_mgh_tzb__section_hj4_yjh_tcc"/>
@@ -583,7 +650,11 @@ curl --location '$DEPLOYMENT_URL/chat/completions' \
 
 
 
-### mistralai--mistral-large-instruct
+### mistralai--mistral-large-instruct | mistralai--mistral-small-instruct
+
+Text input
+
+Without streaming:
 
 ```
 
@@ -629,6 +700,85 @@ curl --location '$DEPLOYMENT_URL/chat/completions' \
     }
 ```
 
+With streaming:
+
+```
+curl --location '$DEPLOYMENT_URL/chat/completions' \
+--header 'AI-Resource-Group: default' \
+--header 'Content-Type: application/json' \
+--header "Authorization: Bearer $AUTH_TOKEN" \
+--data '{
+    "model": "<ModelName>",
+    "messages": [
+        {
+        "role": "user",
+        "content": "Sample prompt"
+        }
+    ],
+    "max_tokens": 100.
+    "stream": true
+  }'
+```
+
+Image input for mistralai--mistral-small-instruct only
+
+```
+curl --location '$DEPLOYMENT_URL/chat/completions' \
+--header 'AI-Resource-Group: default' \
+--header 'Content-Type: application/json' \
+--header "Authorization: Bearer $AUTH_TOKEN" \
+--data '
+    {
+      "model": "mistralai--mistral-small-instruct",
+      "messages": [
+        {
+          "role":"user",
+          "content": [
+              {
+                  "type": "image_url",
+                  "image_url": {
+                    "url": "https://raw.githubusercontent.com/vi-kas/sample_images/refs/heads/main/pexels-field-1-1024×683.jpg"
+                  }
+              }
+          ]
+        }
+      ],
+      "max_tokens": 10
+    }'
+
+# Response
+{
+  "choices": [
+    {
+      "finish_reason": "length",
+      "index": 0,
+      "logprobs": null,
+      "message": {
+        "content": "The image shows a picturesque countryside landscape, likely",
+        "reasoning_content": null,
+        "role": "assistant",
+        "tool_calls": []
+      },
+      "stop_reason": null
+    }
+  ],
+  "created": 1748573681,
+  "id": "chatcmpl-4eec2750-95bc-991d-a7e5-74c53d510966",
+  "model": "mistralai--mistral-small-instruct",
+  "object": "chat.completion",
+  "prompt_logprobs": null,
+  "usage": {
+    "completion_tokens": 10,
+    "prompt_tokens": 953,
+    "prompt_tokens_details": null,
+    "total_tokens": 963
+  }
+}
+```
+
+> ### Note:  
+> For information on metering of image input, see[Images](metering-and-pricing-for-generative-ai-41e8d85.md#loio41e8d85586f64e7184f388f8d58624a8__section_w4y_hpl_nfc).
+
 
 
 <a name="concept_ynz_mgh_tzb__section_zy1_bgy_wcc"/>

docs/sap-ai-core/content-packages-9e1c83d.md

@@ -50,7 +50,7 @@ Computer vision package
 </td>
 <td valign="top">
 
-The content package for image use cases in SAP AI Core adds image classification and feature extraction and is used with the AI Core SDK.
+The content package for image use cases in SAP AI Core adds image classification and feature extraction and is used with the SAP AI SDK Core.
 
 </td>
 <td valign="top">