diff --git a/docs/docs/integrations/llms/sambanova.ipynb b/docs/docs/integrations/llms/sambanova.ipynb
index 64ed3460660..2d88c86ab7b 100644
--- a/docs/docs/integrations/llms/sambanova.ipynb
+++ b/docs/docs/integrations/llms/sambanova.ipynb
@@ -88,6 +88,7 @@
     "        \"max_tokens_to_generate\": 1000,\n",
     "        \"temperature\": 0.01,\n",
     "        \"select_expert\": \"llama-2-7b-chat-hf\",\n",
+    "        \"process_prompt\": False,\n",
     "        # \"stop_sequences\": '\\\"sequence1\\\",\\\"sequence2\\\"',\n",
     "        # \"repetition_penalty\":  1.0,\n",
     "        # \"top_k\": 50,\n",
@@ -116,6 +117,7 @@
     "        \"max_tokens_to_generate\": 1000,\n",
     "        \"temperature\": 0.01,\n",
     "        \"select_expert\": \"llama-2-7b-chat-hf\",\n",
+    "        \"process_prompt\": False,\n",
     "        # \"stop_sequences\": '\\\"sequence1\\\",\\\"sequence2\\\"',\n",
     "        # \"repetition_penalty\":  1.0,\n",
     "        # \"top_k\": 50,\n",
@@ -175,9 +177,7 @@
     "import os\n",
     "\n",
     "sambastudio_base_url = \"<Your SambaStudio environment URL>\"\n",
-    "sambastudio_base_uri = (\n",
-    "    \"<Your SambaStudio endpoint base URI>\"  # optional, \"api/predict/nlp\" set as default\n",
-    ")\n",
+    "sambastudio_base_uri = \"<Your SambaStudio endpoint base URI>\"  # optional, \"api/predict/generic\" set as default\n",
     "sambastudio_project_id = \"<Your SambaStudio project id>\"\n",
     "sambastudio_endpoint_id = \"<Your SambaStudio endpoint id>\"\n",
     "sambastudio_api_key = \"<Your SambaStudio endpoint API key>\"\n",
@@ -271,6 +271,7 @@
     "        \"do_sample\": True,\n",
     "        \"max_tokens_to_generate\": 1000,\n",
     "        \"temperature\": 0.01,\n",
+    "        \"process_prompt\": False,\n",
     "        \"select_expert\": \"Meta-Llama-3-8B-Instruct\",\n",
     "        # \"repetition_penalty\":  1.0,\n",
     "        # \"top_k\": 50,\n",
diff --git a/docs/docs/integrations/text_embedding/sambanova.ipynb b/docs/docs/integrations/text_embedding/sambanova.ipynb
index aa1da928d68..6d3e81c317b 100644
--- a/docs/docs/integrations/text_embedding/sambanova.ipynb
+++ b/docs/docs/integrations/text_embedding/sambanova.ipynb
@@ -101,7 +101,7 @@
     "    sambastudio_embeddings_project_id=sambastudio_project_id,\n",
     "    sambastudio_embeddings_endpoint_id=sambastudio_endpoint_id,\n",
     "    sambastudio_embeddings_api_key=sambastudio_api_key,\n",
-    "    batch_size=32,\n",
+    "    batch_size=32,  # set depending on the deployed endpoint configuration\n",
     ")"
    ]
   },
diff --git a/libs/community/langchain_community/llms/sambanova.py b/libs/community/langchain_community/llms/sambanova.py
index 2b59d2b8c76..35a10a96397 100644
--- a/libs/community/langchain_community/llms/sambanova.py
+++ b/libs/community/langchain_community/llms/sambanova.py
@@ -190,6 +190,7 @@ class Sambaverse(LLM):
                 "top_p": 1.0,
                 "repetition_penalty": 1.0,
                 "top_k": 50,
+                "process_prompt": False
             },
         )
     """
@@ -672,7 +673,7 @@ class SambaStudio(LLM):
     Example:
     .. code-block:: python
 
-        from langchain_community.llms.sambanova  import Sambaverse
+        from langchain_community.llms.sambanova  import SambaStudio
         SambaStudio(
             sambastudio_base_url="your-SambaStudio-environment-URL",
             sambastudio_base_uri="your-SambaStudio-base-URI",
@@ -687,6 +688,8 @@ class SambaStudio(LLM):
                 "top_p": 1.0,
                 "repetition_penalty": 1,
                 "top_k": 50,
+                #"process_prompt": False,
+                #"select_expert": "Meta-Llama-3-8B-Instruct"
             },
         )
     """
@@ -741,7 +744,7 @@ class SambaStudio(LLM):
             values,
             "sambastudio_base_uri",
             "SAMBASTUDIO_BASE_URI",
-            default="api/predict/nlp",
+            default="api/predict/generic",
         )
         values["sambastudio_project_id"] = get_from_dict_or_env(
             values, "sambastudio_project_id", "SAMBASTUDIO_PROJECT_ID"