From f61f0dbacbfac8aa1aa831ab82f426220cbb8274 Mon Sep 17 00:00:00 2001
From: Erick Friis <erick@langchain.dev>
Date: Thu, 11 Apr 2024 16:30:11 -0700
Subject: [PATCH 1/9] ai-endpoints[patch]: standard tests

---
 libs/ai-endpoints/poetry.lock                 | 22 ++++++++++++++++++-
 libs/ai-endpoints/pyproject.toml              |  1 +
 .../tests/integration_tests/test_standard.py  | 15 +++++++++++++
 .../tests/unit_tests/test_standard.py         | 15 +++++++++++++
 4 files changed, 52 insertions(+), 1 deletion(-)
 create mode 100644 libs/ai-endpoints/tests/integration_tests/test_standard.py
 create mode 100644 libs/ai-endpoints/tests/unit_tests/test_standard.py

diff --git a/libs/ai-endpoints/poetry.lock b/libs/ai-endpoints/poetry.lock
index 876dd364..62301910 100644
--- a/libs/ai-endpoints/poetry.lock
+++ b/libs/ai-endpoints/poetry.lock
@@ -480,6 +480,26 @@ reference = "HEAD"
 resolved_reference = "2d83505be979fb947e976ae7c48be87e49f41a27"
 subdirectory = "libs/core"
 
+[[package]]
+name = "langchain-standard-tests"
+version = "0.1.0"
+description = "Standard tests for LangChain implementations"
+optional = false
+python-versions = ">=3.8.1,<4.0"
+files = []
+develop = false
+
+[package.dependencies]
+langchain-core = "^0.1.40"
+pytest = ">=7,<9"
+
+[package.source]
+type = "git"
+url = "https://github.com/langchain-ai/langchain.git"
+reference = "HEAD"
+resolved_reference = "bac9fb9a7c321fa4468d4587b49e2bd7e4afe91b"
+subdirectory = "libs/standard-tests"
+
 [[package]]
 name = "langsmith"
 version = "0.1.31"
@@ -1398,4 +1418,4 @@ multidict = ">=4.0"
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.1,<4.0"
-content-hash = "39417765d2a5d2db1702d8936459480ec6543acfe87424fbd9662db55f37f2c8"
+content-hash = "ddf7341dfc72c8b50cacaa934a757dc36ae08e0d6a4c1c99c3b5ff91288f1e17"
diff --git a/libs/ai-endpoints/pyproject.toml b/libs/ai-endpoints/pyproject.toml
index 290fae3c..063c1467 100644
--- a/libs/ai-endpoints/pyproject.toml
+++ b/libs/ai-endpoints/pyproject.toml
@@ -28,6 +28,7 @@ pytest-watcher = "^0.3.4"
 pytest-asyncio = "^0.21.1"
 langchain-core = {git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/core"}
 requests-mock = "^1.11.0"
+langchain-standard-tests = {git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/standard-tests"}
 
 [tool.poetry.group.codespell]
 optional = true
diff --git a/libs/ai-endpoints/tests/integration_tests/test_standard.py b/libs/ai-endpoints/tests/integration_tests/test_standard.py
new file mode 100644
index 00000000..9c1ffa85
--- /dev/null
+++ b/libs/ai-endpoints/tests/integration_tests/test_standard.py
@@ -0,0 +1,15 @@
+"""Standard LangChain interface tests"""
+
+from typing import Type
+
+import pytest
+from langchain_core.language_models import BaseChatModel
+from langchain_standard_tests.integration_tests import ChatModelIntegrationTests
+
+from langchain_nvidia_ai_endpoints import ChatNVIDIA
+
+
+class TestNVIDIAStandard(ChatModelIntegrationTests):
+    @pytest.fixture
+    def chat_model_class(self) -> Type[BaseChatModel]:
+        return ChatNVIDIA
diff --git a/libs/ai-endpoints/tests/unit_tests/test_standard.py b/libs/ai-endpoints/tests/unit_tests/test_standard.py
new file mode 100644
index 00000000..807500eb
--- /dev/null
+++ b/libs/ai-endpoints/tests/unit_tests/test_standard.py
@@ -0,0 +1,15 @@
+"""Standard LangChain interface tests"""
+
+from typing import Type
+
+import pytest
+from langchain_core.language_models import BaseChatModel
+from langchain_standard_tests.unit_tests import ChatModelUnitTests
+
+from langchain_nvidia_ai_endpoints import ChatNVIDIA
+
+
+class TestNVIDIAStandard(ChatModelUnitTests):
+    @pytest.fixture
+    def chat_model_class(self) -> Type[BaseChatModel]:
+        return ChatNVIDIA

From c75f69ca24f27dd6a30fdb8a4a69f56415f58a27 Mon Sep 17 00:00:00 2001
From: Erick Friis <erick@langchain.dev>
Date: Thu, 11 Apr 2024 18:24:55 -0700
Subject: [PATCH 2/9] x

---
 libs/ai-endpoints/poetry.lock | 614 +++++++++++++++++-----------------
 1 file changed, 307 insertions(+), 307 deletions(-)

diff --git a/libs/ai-endpoints/poetry.lock b/libs/ai-endpoints/poetry.lock
index 62301910..23fa5102 100644
--- a/libs/ai-endpoints/poetry.lock
+++ b/libs/ai-endpoints/poetry.lock
@@ -2,87 +2,87 @@
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.4"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -408,13 +408,13 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
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 ]
 
 [[package]]
@@ -455,7 +455,7 @@ files = [
 
 [[package]]
 name = "langchain-core"
-version = "0.1.41"
+version = "0.1.42"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = ">=3.8.1,<4.0"
@@ -477,7 +477,7 @@ extended-testing = ["jinja2 (>=3,<4)"]
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "2d83505be979fb947e976ae7c48be87e49f41a27"
+resolved_reference = "e6806a08d4126a32484dd25abfd15a1a32a1171a"
 subdirectory = "libs/core"
 
 [[package]]
@@ -497,18 +497,18 @@ pytest = ">=7,<9"
 type = "git"
 url = "https://github.com/langchain-ai/langchain.git"
 reference = "HEAD"
-resolved_reference = "bac9fb9a7c321fa4468d4587b49e2bd7e4afe91b"
+resolved_reference = "e6806a08d4126a32484dd25abfd15a1a32a1171a"
 subdirectory = "libs/standard-tests"
 
 [[package]]
 name = "langsmith"
-version = "0.1.31"
+version = "0.1.45"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
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+    {file = "pydantic_core-2.18.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:e60defc3c15defb70bb38dd605ff7e0fae5f6c9c7cbfe0ad7868582cb7e844a6"},
+    {file = "pydantic_core-2.18.1.tar.gz", hash = "sha256:de9d3e8717560eb05e28739d1b35e4eac2e458553a52a301e51352a7ffc86a35"},
 ]
 
 [package.dependencies]
@@ -1125,22 +1127,20 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-mock"
-version = "1.11.0"
+version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
-    {file = "requests-mock-1.11.0.tar.gz", hash = "sha256:ef10b572b489a5f28e09b708697208c4a3b2b89ef80a9f01584340ea357ec3c4"},
-    {file = "requests_mock-1.11.0-py2.py3-none-any.whl", hash = "sha256:f7fae383f228633f6bececebdab236c478ace2284d6292c6e7e2867b9ab74d15"},
+    {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
+    {file = "requests_mock-1.12.1-py2.py3-none-any.whl", hash = "sha256:b1e37054004cdd5e56c84454cc7df12b25f90f382159087f4b6915aaeef39563"},
 ]
 
 [package.dependencies]
-requests = ">=2.3,<3"
-six = "*"
+requests = ">=2.22,<3"
 
 [package.extras]
 fixture = ["fixtures"]
-test = ["fixtures", "mock", "purl", "pytest", "requests-futures", "sphinx", "testtools"]
 
 [[package]]
 name = "ruff"
@@ -1220,24 +1220,24 @@ files = [
 
 [[package]]
 name = "types-pillow"
-version = "10.2.0.20240324"
+version = "10.2.0.20240406"
 description = "Typing stubs for Pillow"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-Pillow-10.2.0.20240324.tar.gz", hash = "sha256:e0108f0b30ea926a3a5d00f201cde627cde1574181b586eb36dd6be1e4ba09cf"},
-    {file = "types_Pillow-10.2.0.20240324-py3-none-any.whl", hash = "sha256:e0ac3b50ade911b2a238b6633cc6be9559a6f8bc54141db6ad13b70989fd3d99"},
+    {file = "types-Pillow-10.2.0.20240406.tar.gz", hash = "sha256:62e0cc1f17caba40e72e7154a483f4c7f3bea0e1c34c0ebba9de3c7745bc306d"},
+    {file = "types_Pillow-10.2.0.20240406-py3-none-any.whl", hash = "sha256:5ac182e8afce53de30abca2fdf9cbec7b2500e549d0be84da035a729a84c7c47"},
 ]
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.20240311"
+version = "2.31.0.20240406"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-requests-2.31.0.20240311.tar.gz", hash = "sha256:b1c1b66abfb7fa79aae09097a811c4aa97130eb8831c60e47aee4ca344731ca5"},
-    {file = "types_requests-2.31.0.20240311-py3-none-any.whl", hash = "sha256:47872893d65a38e282ee9f277a4ee50d1b28bd592040df7d1fdaffdf3779937d"},
+    {file = "types-requests-2.31.0.20240406.tar.gz", hash = "sha256:4428df33c5503945c74b3f42e82b181e86ec7b724620419a2966e2de604ce1a1"},
+    {file = "types_requests-2.31.0.20240406-py3-none-any.whl", hash = "sha256:6216cdac377c6b9a040ac1c0404f7284bd13199c0e1bb235f4324627e8898cf5"},
 ]
 
 [package.dependencies]
@@ -1245,13 +1245,13 @@ urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.10.0-py3-none-any.whl", hash = "sha256:69b1a937c3a517342112fb4c6df7e72fc39a38e7891a5730ed4985b5214b5475"},
-    {file = "typing_extensions-4.10.0.tar.gz", hash = "sha256:b0abd7c89e8fb96f98db18d86106ff1d90ab692004eb746cf6eda2682f91b3cb"},
+    {file = "typing_extensions-4.11.0-py3-none-any.whl", hash = "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"},
+    {file = "typing_extensions-4.11.0.tar.gz", hash = "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0"},
 ]
 
 [[package]]

From b27a44a8bcf313049374bf490c18935daa442ca3 Mon Sep 17 00:00:00 2001
From: Erick Friis <erick@langchain.dev>
Date: Wed, 24 Jul 2024 11:04:22 -0700
Subject: [PATCH 3/9] x

---
 .../tests/integration_tests/test_standard.py             | 9 +++++++--
 libs/ai-endpoints/tests/unit_tests/test_standard.py      | 9 +++++++--
 2 files changed, 14 insertions(+), 4 deletions(-)

diff --git a/libs/ai-endpoints/tests/integration_tests/test_standard.py b/libs/ai-endpoints/tests/integration_tests/test_standard.py
index 9c1ffa85..367dc79f 100644
--- a/libs/ai-endpoints/tests/integration_tests/test_standard.py
+++ b/libs/ai-endpoints/tests/integration_tests/test_standard.py
@@ -2,7 +2,6 @@
 
 from typing import Type
 
-import pytest
 from langchain_core.language_models import BaseChatModel
 from langchain_standard_tests.integration_tests import ChatModelIntegrationTests
 
@@ -10,6 +9,12 @@
 
 
 class TestNVIDIAStandard(ChatModelIntegrationTests):
-    @pytest.fixture
+    @property
     def chat_model_class(self) -> Type[BaseChatModel]:
         return ChatNVIDIA
+
+    @property
+    def chat_model_params(self) -> dict:
+        return {
+            "model": "meta/llama-3.1-8b-instruct"
+        }
diff --git a/libs/ai-endpoints/tests/unit_tests/test_standard.py b/libs/ai-endpoints/tests/unit_tests/test_standard.py
index 807500eb..c8f56e72 100644
--- a/libs/ai-endpoints/tests/unit_tests/test_standard.py
+++ b/libs/ai-endpoints/tests/unit_tests/test_standard.py
@@ -2,7 +2,6 @@
 
 from typing import Type
 
-import pytest
 from langchain_core.language_models import BaseChatModel
 from langchain_standard_tests.unit_tests import ChatModelUnitTests
 
@@ -10,6 +9,12 @@
 
 
 class TestNVIDIAStandard(ChatModelUnitTests):
-    @pytest.fixture
+    @property
     def chat_model_class(self) -> Type[BaseChatModel]:
         return ChatNVIDIA
+
+    @property
+    def chat_model_params(self) -> dict:
+        return {
+            "model": "meta/llama-3.1-8b-instruct"
+        }

From 6ee378f0b86bcfbdb102695ef5d2f549a5361f4c Mon Sep 17 00:00:00 2001
From: Erick Friis <erick@langchain.dev>
Date: Wed, 24 Jul 2024 11:04:31 -0700
Subject: [PATCH 4/9] x

---
 libs/ai-endpoints/tests/integration_tests/test_standard.py | 4 +---
 libs/ai-endpoints/tests/unit_tests/test_standard.py        | 4 +---
 2 files changed, 2 insertions(+), 6 deletions(-)

diff --git a/libs/ai-endpoints/tests/integration_tests/test_standard.py b/libs/ai-endpoints/tests/integration_tests/test_standard.py
index 367dc79f..2aa15a2e 100644
--- a/libs/ai-endpoints/tests/integration_tests/test_standard.py
+++ b/libs/ai-endpoints/tests/integration_tests/test_standard.py
@@ -15,6 +15,4 @@ def chat_model_class(self) -> Type[BaseChatModel]:
 
     @property
     def chat_model_params(self) -> dict:
-        return {
-            "model": "meta/llama-3.1-8b-instruct"
-        }
+        return {"model": "meta/llama-3.1-8b-instruct"}
diff --git a/libs/ai-endpoints/tests/unit_tests/test_standard.py b/libs/ai-endpoints/tests/unit_tests/test_standard.py
index c8f56e72..a08cae2a 100644
--- a/libs/ai-endpoints/tests/unit_tests/test_standard.py
+++ b/libs/ai-endpoints/tests/unit_tests/test_standard.py
@@ -15,6 +15,4 @@ def chat_model_class(self) -> Type[BaseChatModel]:
 
     @property
     def chat_model_params(self) -> dict:
-        return {
-            "model": "meta/llama-3.1-8b-instruct"
-        }
+        return {"model": "meta/llama-3.1-8b-instruct"}

From 6d6f29dab5685df29bf577f2b56a2eafe7b03ef6 Mon Sep 17 00:00:00 2001
From: Matthew Farrellee <matt@cs.wisc.edu>
Date: Wed, 24 Jul 2024 14:59:44 -0400
Subject: [PATCH 5/9] add _get_ls_params

---
 .../chat_models.py                            | 19 +++++++++++++++++++
 1 file changed, 19 insertions(+)

diff --git a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
index 86a6a8ca..5ec5f9b6 100644
--- a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
+++ b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
@@ -29,6 +29,7 @@
     CallbackManagerForLLMRun,
 )
 from langchain_core.language_models import BaseChatModel, LanguageModelInput
+from langchain_core.language_models.chat_models import LangSmithParams
 from langchain_core.messages import (
     AIMessage,
     AIMessageChunk,
@@ -251,6 +252,24 @@ def _llm_type(self) -> str:
         """Return type of NVIDIA AI Foundation Model Interface."""
         return "chat-nvidia-ai-playground"
 
+    def _get_ls_params(
+        self,
+        stop: Optional[List[str]] = None,
+        **kwargs: Any,
+    ) -> LangSmithParams:
+        """Get standard LangSmith parameters for tracing."""
+        params = self._get_invocation_params(stop=stop, **kwargs)
+        return LangSmithParams(
+            ls_provider="NVIDIA",
+            ls_model_name=self.model,
+            ls_model_type="chat",
+            ls_temperature=params.get("temperature", self.temperature),
+            ls_max_tokens=params.get("max_tokens", self.max_tokens),
+            ls_top_p=params.get("top_p", self.top_p),
+            ls_seed=params.get("seed", self.seed),
+            ls_stop=params.get("stop", self.stop),
+        )
+
     def _generate(
         self,
         messages: List[BaseMessage],

From 75426d7d22f854e6008fd3694e9de57a7ddc2646 Mon Sep 17 00:00:00 2001
From: Matthew Farrellee <matt@cs.wisc.edu>
Date: Wed, 24 Jul 2024 15:05:08 -0400
Subject: [PATCH 6/9] remove stubbed bind_functions, with_structured_output

---
 .../chat_models.py                            | 22 -------------------
 1 file changed, 22 deletions(-)

diff --git a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
index 5ec5f9b6..6b4b7f9b 100644
--- a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
+++ b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
@@ -522,25 +522,3 @@ def bind_tools(
             tool_choice=tool_choice,
             **kwargs,
         )
-
-    def bind_functions(
-        self,
-        functions: Sequence[Union[Dict[str, Any], Type[BaseModel], Callable]],
-        function_call: Optional[str] = None,
-        **kwargs: Any,
-    ) -> Runnable[LanguageModelInput, BaseMessage]:
-        raise NotImplementedError("Not implemented, use `bind_tools` instead.")
-
-    def with_structured_output(
-        self,
-        schema: _DictOrPydanticClass,
-        *,
-        method: Literal["function_calling", "json_mode"] = "function_calling",
-        return_type: Literal["parsed", "all"] = "parsed",
-        **kwargs: Any,
-    ) -> Runnable[LanguageModelInput, _DictOrPydantic]:
-        raise NotImplementedError(
-            "Not implemented, awaiting server-side function-recieving API"
-            " Consider following open-source LLM agent spec techniques:"
-            " https://huggingface.co/blog/open-source-llms-as-agents"
-        )

From afd996d275747709d1163d5a5ba0982c81246f11 Mon Sep 17 00:00:00 2001
From: Matthew Farrellee <matt@cs.wisc.edu>
Date: Wed, 28 Aug 2024 13:38:49 -0400
Subject: [PATCH 7/9] provide usage tokens by default when streaming

---
 .../langchain_nvidia_ai_endpoints/chat_models.py          | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
index df5245e7..89ebdb23 100644
--- a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
+++ b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
@@ -327,7 +327,13 @@ def _stream(
             _nv_vlm_adjust_input(message)
             for message in [convert_message_to_dict(message) for message in messages]
         ]
-        payload = self._get_payload(inputs=inputs, stop=stop, stream=True, **kwargs)
+        payload = self._get_payload(
+            inputs=inputs,
+            stop=stop,
+            stream=True,
+            stream_options={"include_usage": True},
+            **kwargs,
+        )
         for response in self._client.get_req_stream(payload=payload):
             self._set_callback_out(response, run_manager)
             parsed_response = self._custom_postprocess(response, streaming=True)

From 16cd8135df5600ecdb2e04ad601c0705075def44 Mon Sep 17 00:00:00 2001
From: Matthew Farrellee <matt@cs.wisc.edu>
Date: Wed, 28 Aug 2024 13:40:28 -0400
Subject: [PATCH 8/9] add token usage to invoke response

---
 .../langchain_nvidia_ai_endpoints/chat_models.py            | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
index 89ebdb23..7527660f 100644
--- a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
+++ b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
@@ -371,6 +371,12 @@ def _custom_postprocess(
             "additional_kwargs": {},
             "response_metadata": {},
         }
+        if token_usage := kw_left.pop("token_usage", None):
+            out_dict["usage_metadata"] = {
+                "input_tokens": token_usage.get("prompt_tokens", 0),
+                "output_tokens": token_usage.get("completion_tokens", 0),
+                "total_tokens": token_usage.get("total_tokens", 0),
+            }
         # "tool_calls" is set for invoke and stream responses
         if tool_calls := kw_left.pop("tool_calls", None):
             assert isinstance(

From f611783f665fe122a1d65397464cd9cf0a223a41 Mon Sep 17 00:00:00 2001
From: Matthew Farrellee <matt@cs.wisc.edu>
Date: Thu, 19 Sep 2024 11:22:51 -0400
Subject: [PATCH 9/9] address LangSmith param errors

---
 .../langchain_nvidia_ai_endpoints/chat_models.py       | 10 +++++++---
 1 file changed, 7 insertions(+), 3 deletions(-)

diff --git a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
index a2ac2785..f549b13e 100644
--- a/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
+++ b/libs/ai-endpoints/langchain_nvidia_ai_endpoints/chat_models.py
@@ -292,12 +292,16 @@ def _get_ls_params(
         params = self._get_invocation_params(stop=stop, **kwargs)
         return LangSmithParams(
             ls_provider="NVIDIA",
-            ls_model_name=self.model,
+            # error: Incompatible types (expression has type "Optional[str]",
+            #  TypedDict item "ls_model_name" has type "str")  [typeddict-item]
+            ls_model_name=self.model or "UNKNOWN",
             ls_model_type="chat",
             ls_temperature=params.get("temperature", self.temperature),
             ls_max_tokens=params.get("max_tokens", self.max_tokens),
-            ls_top_p=params.get("top_p", self.top_p),
-            ls_seed=params.get("seed", self.seed),
+            # mypy error: Extra keys ("ls_top_p", "ls_seed")
+            #  for TypedDict "LangSmithParams"  [typeddict-item]
+            # ls_top_p=params.get("top_p", self.top_p),
+            # ls_seed=params.get("seed", self.seed),
             ls_stop=params.get("stop", self.stop),
         )