From b87ffa2dc82589620c74c3059175f9ae0a5c16f6 Mon Sep 17 00:00:00 2001
From: rajitkhanna <rajitskhanna@gmail.com>
Date: Fri, 11 Sep 2026 19:14:20 -0700
Subject: [PATCH] feat(providers): expose Prism responses and messages

---
 litellm/llms/openai_like/providers.json       |  2 +-
 ...odel_prices_and_context_window_backup.json |  4 ++-
 .../provider_endpoints_support_backup.json    |  4 +--
 model_prices_and_context_window.json          |  4 ++-
 provider_endpoints_support.json               |  4 +--
 .../llms/openai_like/test_prism_provider.py   | 36 +++++++++++++++++--
 6 files changed, 45 insertions(+), 9 deletions(-)

diff --git a/litellm/llms/openai_like/providers.json b/litellm/llms/openai_like/providers.json
index b0f0711b90b..70a690c72df 100644
--- a/litellm/llms/openai_like/providers.json
+++ b/litellm/llms/openai_like/providers.json
@@ -205,6 +205,6 @@
     "base_url": "https://api.prisminference.com/v1",
     "api_key_env": "PRISM_API_KEY",
     "api_base_env": "PRISM_API_BASE",
-    "supported_endpoints": ["/v1/chat/completions"]
+    "supported_endpoints": ["/v1/chat/completions", "/v1/responses", "/v1/messages"]
   }
 }
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index ee965d8a7eb..0a5aa18f8b8 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -74794,7 +74794,9 @@
         "output_cost_per_token": 2.8e-07,
         "source": "https://prisminference.com/pricing",
         "supported_endpoints": [
-            "/v1/chat/completions"
+            "/v1/chat/completions",
+            "/v1/responses",
+            "/v1/messages"
         ],
         "supports_function_calling": true,
         "supports_native_streaming": true,
diff --git a/litellm/provider_endpoints_support_backup.json b/litellm/provider_endpoints_support_backup.json
index 695d2f80b23..2e015f9b7bb 100644
--- a/litellm/provider_endpoints_support_backup.json
+++ b/litellm/provider_endpoints_support_backup.json
@@ -1930,8 +1930,8 @@
       "url": "https://docs.litellm.ai/docs/providers/prism",
       "endpoints": {
         "chat_completions": true,
-        "messages": false,
-        "responses": false,
+        "messages": true,
+        "responses": true,
         "embeddings": false,
         "image_generations": false,
         "audio_transcriptions": false,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index ee965d8a7eb..0a5aa18f8b8 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -74794,7 +74794,9 @@
         "output_cost_per_token": 2.8e-07,
         "source": "https://prisminference.com/pricing",
         "supported_endpoints": [
-            "/v1/chat/completions"
+            "/v1/chat/completions",
+            "/v1/responses",
+            "/v1/messages"
         ],
         "supports_function_calling": true,
         "supports_native_streaming": true,
diff --git a/provider_endpoints_support.json b/provider_endpoints_support.json
index f700d4c3a7d..c949a15a36e 100644
--- a/provider_endpoints_support.json
+++ b/provider_endpoints_support.json
@@ -2147,8 +2147,8 @@
       "url": "https://docs.litellm.ai/docs/providers/prism",
       "endpoints": {
         "chat_completions": true,
-        "messages": false,
-        "responses": false,
+        "messages": true,
+        "responses": true,
         "embeddings": false,
         "image_generations": false,
         "audio_transcriptions": false,
diff --git a/tests/test_litellm/llms/openai_like/test_prism_provider.py b/tests/test_litellm/llms/openai_like/test_prism_provider.py
index 6652bdd84d1..ca79947aa2d 100644
--- a/tests/test_litellm/llms/openai_like/test_prism_provider.py
+++ b/tests/test_litellm/llms/openai_like/test_prism_provider.py
@@ -83,8 +83,8 @@ def test_prism_supported_endpoints():
 
     assert providers["prism"]["endpoints"] == {
         "chat_completions": True,
-        "messages": False,
-        "responses": False,
+        "messages": True,
+        "responses": True,
         "embeddings": False,
         "image_generations": False,
         "audio_transcriptions": False,
@@ -94,3 +94,35 @@ def test_prism_supported_endpoints():
         "rerank": False,
         "a2a": False,
     }
+
+
+def test_prism_resolves_responses_and_messages_configs():
+    from litellm.llms.openai_like.json_loader import JSONProviderRegistry
+    from litellm.llms.openai_like.messages.transformation import (
+        JSONProviderAnthropicMessagesConfig,
+    )
+    from litellm.utils import ProviderConfigManager
+
+    assert JSONProviderRegistry.supports_responses_api("prism") is True
+    responses_config = ProviderConfigManager.get_provider_responses_api_config(
+        provider="prism",
+        model="deepseek-v4-flash",
+    )
+    messages_config = ProviderConfigManager.get_provider_anthropic_messages_config(
+        provider=litellm.LlmProviders.PRISM,
+        model="deepseek-v4-flash",
+    )
+
+    assert responses_config is not None
+    assert responses_config.custom_llm_provider == "prism"
+    assert isinstance(messages_config, JSONProviderAnthropicMessagesConfig)
+    assert (
+        messages_config.get_complete_url(
+            api_base=None,
+            api_key="prism-test-key",
+            model="deepseek-v4-flash",
+            optional_params={},
+            litellm_params={},
+        )
+        == "https://api.prisminference.com/v1/messages"
+    )