microsoft · romanlutz · Dec 5, 2025 · Nov 18, 2025 · Nov 19, 2025 · Nov 19, 2025
diff --git a/.env_example b/.env_example
@@ -10,42 +10,46 @@
 # or copy to OPENAI_CHAT_ENDPOINT
 ###################################
 
-PLATFORM_OPENAI_CHAT_ENDPOINT="https://api.openai.com/v1/chat/completions"
+PLATFORM_OPENAI_CHAT_ENDPOINT="https://api.openai.com/v1"
 PLATFORM_OPENAI_CHAT_API_KEY="sk-xxxxx"
 PLATFORM_OPENAI_CHAT_GPT4O_MODEL="gpt-4o"
 
-# Note: For Azure OpenAI endpoints, include the api-version query parameter in the URL
-# Example: https://xxxx.openai.azure.com/openai/deployments/xxxxx/chat/completions?api-version=2024-10-21
-AZURE_OPENAI_GPT4O_ENDPOINT="https://xxxx.openai.azure.com/openai/deployments/xxxxx/chat/completions?api-version=2024-10-21"
+# Note: For Azure OpenAI endpoints, use the new format with /openai/v1 and specify the model separately
+# Example: https://xxxx.openai.azure.com/openai/v1
+AZURE_OPENAI_GPT4O_ENDPOINT="https://xxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_GPT4O_KEY="xxxxx"
+AZURE_OPENAI_GPT4O_MODEL="deployment-name"
 
-AZURE_OPENAI_INTEGRATION_TEST_ENDPOINT="https://xxxxx.openai.azure.com/openai/deployments/xxxx/chat/completions?api-version=2024-10-21"
+AZURE_OPENAI_INTEGRATION_TEST_ENDPOINT="https://xxxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_INTEGRATION_TEST_KEY="xxxxx"
+AZURE_OPENAI_INTEGRATION_TEST_MODEL="deployment-name"
 
-AZURE_OPENAI_GPT3_5_CHAT_ENDPOINT="https://xxxxx.openai.azure.com/openai/deployments/xxxxx/chat/completions?api-version=2024-10-21"
+AZURE_OPENAI_GPT3_5_CHAT_ENDPOINT="https://xxxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_GPT3_5_CHAT_KEY="xxxxx"
+AZURE_OPENAI_GPT3_5_CHAT_MODEL="deployment-name"
 
-AZURE_OPENAI_GPT4_CHAT_ENDPOINT="https://xxxxx.openai.azure.com/openai/deployments/xxxxx/chat/completions?api-version=2024-10-21"
+AZURE_OPENAI_GPT4_CHAT_ENDPOINT="https://xxxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_GPT4_CHAT_KEY="xxxxx"
+AZURE_OPENAI_GPT4_CHAT_MODEL="deployment-name"
 
-AZURE_FOUNDRY_DEEPSEEK_ENDPOINT="https://xxxxx.eastus2.models.ai.azure.com/chat/completions"
+AZURE_FOUNDRY_DEEPSEEK_ENDPOINT="https://xxxxx.eastus2.models.ai.azure.com"
 AZURE_FOUNDRY_DEEPSEEK_KEY="xxxxx"
 
-AZURE_FOUNDRY_PHI4_ENDPOINT="https://xxxxx.models.ai.azure.com/chat/completions"
+AZURE_FOUNDRY_PHI4_ENDPOINT="https://xxxxx.models.ai.azure.com"
 AZURE_CHAT_PHI4_KEY="xxxxx"
 
-AZURE_FOUNDRY_MINSTRAL3B_ENDPOINT="https://xxxxx.eastus2.models.ai.azure.com/chat/completions"
+AZURE_FOUNDRY_MINSTRAL3B_ENDPOINT="https://xxxxx.eastus2.models.ai.azure.com"
 AZURE_CHAT_MINSTRAL3B_KEY="xxxxx"
 
-GROQ_ENDPOINT="https://api.groq.com/openai/v1/chat/completions"
+GROQ_ENDPOINT="https://api.groq.com/openai/v1"
 GROQ_KEY="gsk_xxxxxxxx"
 GROQ_LLAMA_MODEL="llama3-8b-8192"
 
-OPEN_ROUTER_ENDPOINT="https://openrouter.ai/api/v1/chat/completions"
+OPEN_ROUTER_ENDPOINT="https://openrouter.ai/api/v1"
 OPEN_ROUTER_KEY="sk-or-v1-xxxxx"
 OPEN_ROUTER_CLAUDE_MODEL="anthropic/claude-3.7-sonnet"
 
-OLLAMA_CHAT_ENDPOINT="http://127.0.0.1:11434/v1/chat/completions"
+OLLAMA_CHAT_ENDPOINT="http://127.0.0.1:11434/v1"
 OLLAMA_MODEL="llama2"
 
 DEFAULT_OPENAI_FRONTEND_ENDPOINT = ${AZURE_OPENAI_GPT4O_AAD_ENDPOINT}
@@ -60,16 +64,16 @@ OPENAI_CHAT_MODEL=${PLATFORM_OPENAI_CHAT_GPT4O_MODEL}
 # OPENAI RESPONSES TARGET SECRETS
 ##################################
 
-AZURE_OPENAI_GPT5_RESPONSES_ENDPOINT="https://xxxxxxxxx.azure.com/openai/deployments/gpt-5/responses?api-version=2025-03-01-preview"
-AZURE_OPENAI_GPT5_COMPLETION_ENDPOINT="https://xxxxxxxxx.azure.com/openai/deployments/gpt-5/chat/completions?api-version=2025-01-01-preview"
+AZURE_OPENAI_GPT5_RESPONSES_ENDPOINT="https://xxxxxxxxx.azure.com/openai/v1"
+AZURE_OPENAI_GPT5_COMPLETION_ENDPOINT="https://xxxxxxxxx.azure.com/openai/v1"
 AZURE_OPENAI_GPT5_KEY="xxxxxxx"
 AZURE_OPENAI_GPT5_MODEL="gpt-5"
 
-PLATFORM_OPENAI_RESPONSES_ENDPOINT="https://api.openai.com/v1/responses"
+PLATFORM_OPENAI_RESPONSES_ENDPOINT="https://api.openai.com/v1"
 PLATFORM_OPENAI_RESPONSES_KEY="sk-xxxxx"
 PLATFORM_OPENAI_RESPONSES_MODEL="o4-mini"
 
-AZURE_OPENAI_RESPONSES_ENDPOINT="https://xxxxx.openai.azure.com/openai/responses?api-version=2025-03-01-preview"
+AZURE_OPENAI_RESPONSES_ENDPOINT="https://xxxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_RESPONSES_KEY="xxxxx"
 AZURE_OPENAI_RESPONSES_MODEL="o4-mini"
 
@@ -84,11 +88,11 @@ OPENAI_RESPONSES_MODEL=${PLATFORM_OPENAI_RESPONSES_MODEL}
 # or copy to OPENAI_REALTIME_ENDPOINT
 ##################################
 
-PLATFORM_OPENAI_REALTIME_ENDPOINT="wss://api.openai.com/v1/realtime"
+PLATFORM_OPENAI_REALTIME_ENDPOINT="wss://api.openai.com/v1"
 PLATFORM_OPENAI_REALTIME_API_KEY="sk-xxxxx"
 PLATFORM_OPENAI_REALTIME_MODEL="gpt-4o-realtime-preview"
 
-AZURE_OPENAI_REALTIME_ENDPOINT = "wss://xxxx.openai.azure.com/openai/realtime?api-version=2024-10-01-preview"
+AZURE_OPENAI_REALTIME_ENDPOINT = "wss://xxxx.openai.azure.com/openai/v1"
 AZURE_OPENAI_REALTIME_API_KEY = "xxxxx"
 AZURE_OPENAI_REALTIME_MODEL = "gpt-4o-realtime-preview"
 
@@ -97,20 +101,22 @@ OPENAI_REALTIME_API_KEY = ${PLATFORM_OPENAI_REALTIME_API_KEY}
 OPENAI_REALTIME_MODEL = ${PLATFORM_OPENAI_REALTIME_MODEL}
 
 ##################################
-# DALLE TARGET SECRETS
+# IMAGE TARGET SECRETS
 #
-# The below models work with OpenAIDALLETarget - either pass via environment variables
-# or copy to OPENAI_DALLE_ENDPOINT
+# The below models work with OpenAIImageTarget - either pass via environment variables
+# or copy to OPENAI_IMAGE_ENDPOINT
 ###################################
 
-OPENAI_DALLE_ENDPOINT1  = "https://xxxxx.openai.azure.com/openai/deployments/xxxxx/images/generations?api-version=2024-10-21"
-OPENAI_DALLE_API_KEY1 = "xxxxxx"
+OPENAI_IMAGE_ENDPOINT1  = "https://xxxxx.openai.azure.com/openai/v1"
+OPENAI_IMAGE_API_KEY1 = "xxxxxx"
+OPENAI_IMAGE_MODEL1 = "deployment-name"
 
-OPENAI_DALLE_ENDPOINT2 = "https://api.openai.com/v1/images/generations"
-OPENAI_DALLE_API_KEY2 = "sk-xxxxx"
+OPENAI_IMAGE_ENDPOINT2 = "https://api.openai.com/v1"
+OPENAI_IMAGE_API_KEY2 = "sk-xxxxx"
+OPENAI_IMAGE_MODEL2 = "dall-e-3"
 
-OPENAI_DALLE_ENDPOINT  = ${OPENAI_DALLE_ENDPOINT2}
-OPENAI_DALLE_API_KEY = ${OPENAI_DALLE_API_KEY2}
+OPENAI_IMAGE_ENDPOINT  = ${OPENAI_IMAGE_ENDPOINT2}
+OPENAI_IMAGE_API_KEY = ${OPENAI_IMAGE_API_KEY2}
 
 
 ##################################
@@ -120,29 +126,31 @@ OPENAI_DALLE_API_KEY = ${OPENAI_DALLE_API_KEY2}
 # or copy to OPENAI_TTS_ENDPOINT
 ###################################
 
-OPENAI_TTS_ENDPOINT1 = "https://xxxxx.openai.azure.com/openai/deployments/tts/audio/speech"
+OPENAI_TTS_ENDPOINT1 = "https://xxxxx.openai.azure.com/openai/v1"
 OPENAI_TTS_KEY1 = "xxxxxxx"
+OPENAI_TTS_MODEL1 = "tts"
 
-OPENAI_TTS_ENDPOINT2 = "https://api.openai.com/v1/audio/speech"
+OPENAI_TTS_ENDPOINT2 = "https://api.openai.com/v1"
 OPENAI_TTS_KEY2 = "xxxxxx"
+OPENAI_TTS_MODEL2 = "tts-1"
 
 OPENAI_TTS_ENDPOINT = ${OPENAI_TTS_ENDPOINT2}
 OPENAI_TTS_KEY = ${OPENAI_TTS_KEY2}
 
 ##################################
-# SORA TARGET SECRETS
+# VIDEO TARGET SECRETS
 #
-# The below models work with OpenAISoraTarget - either pass via environment variables
-# or copy to OPENAI_SORA_ENDPOINT
+# The below models work with OpenAIVideoTarget - either pass via environment variables
+# or copy to OPENAI_VIDEO_ENDPOINT
 ###################################
 
-# Note: Remove /jobs?api-version=<value> from the end of the default Target URI provided
-AZURE_OPENAI_SORA_ENDPOINT="https://xxxxx.cognitiveservices.azure.com/openai/v1/video/generations"
-AZURE_OPENAI_SORA_KEY="xxxxxxx"
+# Note: Use the base URL without API path
+AZURE_OPENAI_VIDEO_ENDPOINT="https://xxxxx.cognitiveservices.azure.com/openai/v1"
+AZURE_OPENAI_VIDEO_KEY="xxxxxxx"
 
-OPENAI_SORA_ENDPOINT = ${AZURE_OPENAI_SORA_ENDPOINT}
-OPENAI_SORA_KEY = ${AZURE_OPENAI_SORA_KEY}
-OPENAI_SORA_MODEL = "sora-2"
+OPENAI_VIDEO_ENDPOINT = ${AZURE_OPENAI_VIDEO_ENDPOINT}
+OPENAI_VIDEO_KEY = ${AZURE_OPENAI_VIDEO_KEY}
+OPENAI_VIDEO_MODEL = "sora-2"
 
 
 ##################################
@@ -164,7 +172,7 @@ AZURE_ML_KEY=${AZURE_ML_PHI_KEY}
 ###################################
 
 
-OPENAI_COMPLETION_ENDPOINT="https://xxxxx.openai.azure.com/openai/deployments/xxxxx/completions"
+OPENAI_COMPLETION_ENDPOINT="https://xxxxx.openai.azure.com/openai/v1"
 OPENAI_COMPLETION_API_KEY="xxxxx"
 OPENAI_COMPLETION_MODEL="davinci-002"
 
@@ -188,7 +196,7 @@ CRUCIBLE_API_KEY = "xxxxx"
 
 HUGGINGFACE_TOKEN="hf_xxxxxxx"
 
-GOOGLE_GEMINI_ENDPOINT = "https://generativelanguage.googleapis.com/v1beta/openai/chat/completions"
+GOOGLE_GEMINI_ENDPOINT = "https://generativelanguage.googleapis.com/v1beta/openai"
 GOOGLE_GEMINI_API_KEY = "xxxxx"
 GOOGLE_GEMINI_MODEL="gemini-2.0-flash"
 

diff --git a/.env_local_example b/.env_local_example
@@ -10,12 +10,6 @@ OPENAI_CHAT_ENDPOINT=${PLATFORM_OPENAI_CHAT_ENDPOINT}
 OPENAI_CHAT_KEY=${PLATFORM_OPENAI_CHAT_API_KEY}
 OPENAI_CHAT_MODEL="gpt-4o"
 
-# For the XPIA example, the formatting for semantic kernel adds /chat/completions onto the end which results in a 404 Error.
-# Thus this endpoint should not have the /chat/completions at the end to avoid getting added twice.
-XPIA_OPENAI_GPT4O_ENDPOINT = ""
-XPIA_OPENAI_API_VERSION = ""
-XPIA_OPENAI_MODEL = ""
-XPIA_OPENAI_KEY=""
 
 ##############
 # The below GLOBAL_MEMORY_LABELS will be applied to all prompts sent via attacks and can be altered whenever needed.
@@ -32,19 +26,19 @@ GLOBAL_MEMORY_LABELS = {"username": "username"}
 #OPENAI_CHAT_ADDITIONAL_REQUEST_HEADERS="<Provide headers using a dictionary format. Ex., {'key1':'value1'}>"
 
 ##############
-# OpenAI Sora-2 Target Configuration
+# OpenAI Video Target Configuration
 # Works with both standard OpenAI Sora-2 API and Azure OpenAI Sora-2 deployments
 ##############
 
 # OpenAI Sora-2 configuration
-OPENAI_SORA_ENDPOINT="https://api.openai.com/v1/videos"
-OPENAI_SORA_KEY="your-openai-api-key"
-OPENAI_SORA_MODEL="sora-2"
+OPENAI_VIDEO_ENDPOINT="https://api.openai.com/v1"
+OPENAI_VIDEO_KEY="your-openai-api-key"
+OPENAI_VIDEO_MODEL="sora-2"
 
 # For Azure OpenAI Sora-2, override with your Azure endpoint and key:
-OPENAI_SORA_ENDPOINT="https://your-resource.cognitiveservices.azure.com/openai/v1/video/generations"
-OPENAI_SORA_KEY="your-azure-openai-key"
-OPENAI_SORA_MODEL="sora-2"
+OPENAI_VIDEO_ENDPOINT="https://your-resource.cognitiveservices.azure.com/openai/v1"
+OPENAI_VIDEO_KEY="your-azure-openai-key"
+OPENAI_VIDEO_MODEL="sora-2"
 
 
 # Specify to run tests that may be skipped in the pipeline

diff --git a/build_scripts/env_local_integration_test b/build_scripts/env_local_integration_test
@@ -7,8 +7,8 @@ OPENAI_CHAT_ENDPOINT=${AZURE_OPENAI_INTEGRATION_TEST_ENDPOINT}
 OPENAI_CHAT_KEY=${AZURE_OPENAI_INTEGRATION_TEST_KEY}
 OPENAI_CHAT_MODEL="gpt-4o"
 
-OPENAI_DALLE_ENDPOINT=${OPENAI_DALLE_ENDPOINT2}
-OPENAI_DALLE_API_KEY=${OPENAI_DALLE_API_KEY2}
+OPENAI_IMAGE_ENDPOINT=${OPENAI_IMAGE_ENDPOINT2}
+OPENAI_IMAGE_API_KEY=${OPENAI_IMAGE_API_KEY2}
 
 OPENAI_TTS_ENDPOINT=${OPENAI_TTS_ENDPOINT2}
 OPENAI_TTS_KEY=${OPENAI_TTS_KEY2}

diff --git a/doc/api.rst b/doc/api.rst
@@ -438,10 +438,10 @@ API Reference
     HuggingFaceEndpointTarget
     limit_requests_per_minute
     OpenAICompletionTarget
-    OpenAIDALLETarget
+    OpenAIImageTarget
     OpenAIChatTarget
     OpenAIResponseTarget
-    OpenAISoraTarget
+    OpenAIVideoTarget
     OpenAITTSTarget
     OpenAITarget
     PlaywrightTarget

diff --git a/doc/blog/2025_03_03.md b/doc/blog/2025_03_03.md
@@ -100,7 +100,7 @@ We now loop through various models to check that they're working. This helps us
     [
         ("AZURE_OPENAI_GPT4O_ENDPOINT", "AZURE_OPENAI_GPT4O_KEY", ""),
         ("AZURE_OPENAI_GPT4O_INTEGRATION_TEST_ENDPOINT", "AZURE_OPENAI_GPT4O_INTEGRATION_TEST_KEY", ""),
-        ("AZURE_OPENAI_GPT4O_UNSAFE_ENDPOINT", "AZURE_OPENAI_GPT4O_UNSAFE_CHAT_KEY", ""),
+        ("AZURE_OPENAI_GPT4O_UNSAFE_CHAT_ENDPOINT", "AZURE_OPENAI_GPT4O_UNSAFE_CHAT_KEY", ""),
         ("AZURE_OPENAI_GPT4O_UNSAFE_CHAT_ENDPOINT2", "AZURE_OPENAI_GPT4O_UNSAFE_CHAT_KEY2", ""),
         ("AZURE_OPENAI_GPT3_5_CHAT_ENDPOINT", "AZURE_OPENAI_GPT3_5_CHAT_KEY", ""),
         ("AZURE_OPENAI_GPT4_CHAT_ENDPOINT", "AZURE_OPENAI_GPT4_CHAT_KEY", ""),

diff --git a/doc/code/architecture.md b/doc/code/architecture.md
@@ -15,7 +15,7 @@ The remainder of this document talks about the different components, how they wo
 
 The first piece of an attack is often a dataset piece, like a prompt. "Tell me how to create a Molotov cocktail" is an example of a prompt. PyRIT is a good place to have a library of things to check for.
 
-Ways to contribute: Check out our prompts in [seed prompts](https://github.com/Azure/PyRIT/tree/main/pyrit/datasets/seed_prompts) and [jailbreak templates](https://github.com/Azure/PyRIT/tree/main/pyrit/datasets/jailbreak); are there more you can add that include scenarios you're testing for?
+Ways to contribute: Check out our prompts in [seed datasets](https://github.com/Azure/PyRIT/tree/main/pyrit/datasets/seed_datasets) and [jailbreak templates](https://github.com/Azure/PyRIT/tree/main/pyrit/datasets/jailbreak); are there more you can add that include scenarios you're testing for?
 
 ## Attacks