diff --git a/samples/RAG-quiz-generator/env.example b/samples/RAG-quiz-generator/env.example
index c4c2e40..3695dde 100644
--- a/samples/RAG-quiz-generator/env.example
+++ b/samples/RAG-quiz-generator/env.example
@@ -1,2 +1,6 @@
 TAVILY_API_KEY=xxx
-ANTHROPIC_API_KEY=xxx
+
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=xxx
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/RAG-quiz-generator/src/agents/quiz-generator-RAG-agent.py b/samples/RAG-quiz-generator/src/agents/quiz-generator-RAG-agent.py
index 7a9d0f5..f36563b 100644
--- a/samples/RAG-quiz-generator/src/agents/quiz-generator-RAG-agent.py
+++ b/samples/RAG-quiz-generator/src/agents/quiz-generator-RAG-agent.py
@@ -12,6 +12,8 @@
 from uipath_langchain.retrievers import ContextGroundingRetriever
 from langchain_anthropic import ChatAnthropic
 from langchain_core.documents import Document
+from uipath_langchain.chat.models import UiPathChat
+import os
 
 class IndexNotFound(Exception):
     pass
@@ -19,7 +21,24 @@ class IndexNotFound(Exception):
 
 logger = logging.getLogger(__name__)
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 class QuizItem(BaseModel):
     question: str = Field(
diff --git a/samples/RAG-quiz-generator/src/agents/researcher-RAG-agent.py b/samples/RAG-quiz-generator/src/agents/researcher-RAG-agent.py
index 6f6f91f..0f6ed6a 100644
--- a/samples/RAG-quiz-generator/src/agents/researcher-RAG-agent.py
+++ b/samples/RAG-quiz-generator/src/agents/researcher-RAG-agent.py
@@ -9,14 +9,32 @@
 from uipath import UiPath
 from langchain_core.messages import AIMessage, SystemMessage, HumanMessage
 from uipath.models import ContextGroundingIndex
+from uipath_langchain.chat.models import UiPathChat
+import os
 
 uipath = UiPath()
 tavily_tool = TavilySearchResults(max_results=5)
 anthropic_model = "claude-3-5-sonnet-latest"
 
 
-llm = ChatAnthropic(model=anthropic_model)
-
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 class GraphInput(BaseModel):
     search_instructions: str
diff --git a/samples/company-research-agent/.env.example b/samples/company-research-agent/.env.example
index 2495d63..2c0b6c8 100644
--- a/samples/company-research-agent/.env.example
+++ b/samples/company-research-agent/.env.example
@@ -1,4 +1,6 @@
-UIPATH_URL=https://alpha.uipath.com/<organization>/<tenant>
-UIPATH_ACCESS_TOKEN=YOUR TOKEN HERE
-ANTHROPIC_API_KEY=your_anthropic_api_key
 TAVILY_API_KEY=your_tavily_api_key
+
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=your_anthropic_api_key
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/company-research-agent/graph.py b/samples/company-research-agent/graph.py
index 172e434..6ba2dd3 100644
--- a/samples/company-research-agent/graph.py
+++ b/samples/company-research-agent/graph.py
@@ -1,8 +1,11 @@
+import os
+
 from langchain_anthropic import ChatAnthropic
 from langchain_community.tools.tavily_search import TavilySearchResults
 from langgraph.graph import END, START, MessagesState, StateGraph
 from langgraph.prebuilt import create_react_agent
 from pydantic import BaseModel
+from uipath_langchain.chat.models import UiPathChat
 
 # Set up the Tavily search tool
 tavily_tool = TavilySearchResults(max_results=5)
@@ -30,7 +33,24 @@
 DO NOT do any math as specified in your instructions.
 """
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 research_agent = create_react_agent(llm, tools=[tavily_tool], prompt=system_prompt)
 
diff --git a/samples/multi-agent-planner-researcher-coder-distributed/.env.example b/samples/multi-agent-planner-researcher-coder-distributed/.env.example
index 2495d63..2c0b6c8 100644
--- a/samples/multi-agent-planner-researcher-coder-distributed/.env.example
+++ b/samples/multi-agent-planner-researcher-coder-distributed/.env.example
@@ -1,4 +1,6 @@
-UIPATH_URL=https://alpha.uipath.com/<organization>/<tenant>
-UIPATH_ACCESS_TOKEN=YOUR TOKEN HERE
-ANTHROPIC_API_KEY=your_anthropic_api_key
 TAVILY_API_KEY=your_tavily_api_key
+
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=your_anthropic_api_key
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/coder.py b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/coder.py
index e3ddcb7..000edda 100644
--- a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/coder.py
+++ b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/coder.py
@@ -1,3 +1,4 @@
+import os
 from typing import Annotated
 
 from langchain_anthropic import ChatAnthropic
@@ -5,10 +6,27 @@
 from langchain_experimental.utilities import PythonREPL
 from langgraph.graph import END, START, MessagesState, StateGraph
 from langgraph.prebuilt import create_react_agent
+from uipath_langchain.chat.models import UiPathChat
 from pydantic import BaseModel
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
-
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 repl = PythonREPL()
 
 
diff --git a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/planner.py b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/planner.py
index ddbf89b..bcf1afb 100644
--- a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/planner.py
+++ b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/planner.py
@@ -1,3 +1,4 @@
+import os
 from typing import List, Literal
 
 from langchain_anthropic import ChatAnthropic
@@ -9,6 +10,7 @@
 from pydantic import BaseModel, Field
 from typing_extensions import TypedDict
 from uipath.models import InvokeProcess
+from uipath_langchain.chat.models import UiPathChat
 
 worker_agents = {"researcher": "researcher-agent", "coder": "coder-agent"}
 agent_names = list(worker_agents.values())
@@ -67,8 +69,24 @@ def input(state: GraphInput):
     }
 
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
-
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 async def create_plan(state: State) -> Command:
     """Create an execution plan based on the user's question."""
diff --git a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/researcher.py b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/researcher.py
index 9f871b1..dfcb22f 100644
--- a/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/researcher.py
+++ b/samples/multi-agent-planner-researcher-coder-distributed/src/multi-agent-distributed/researcher.py
@@ -2,12 +2,30 @@
 from langchain_community.tools.tavily_search import TavilySearchResults
 from langgraph.graph import END, START, MessagesState, StateGraph
 from langgraph.prebuilt import create_react_agent
+from uipath_langchain.chat.models import UiPathChat
+import os
 from pydantic import BaseModel
 
 tavily_tool = TavilySearchResults(max_results=5)
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
-
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 research_agent = create_react_agent(
     llm, tools=[tavily_tool], prompt="You are a researcher. DO NOT do any math."
diff --git a/samples/multi-agent-supervisor-researcher-coder/.env.example b/samples/multi-agent-supervisor-researcher-coder/.env.example
index 2295ef7..2c0b6c8 100644
--- a/samples/multi-agent-supervisor-researcher-coder/.env.example
+++ b/samples/multi-agent-supervisor-researcher-coder/.env.example
@@ -1,2 +1,6 @@
-ANTHROPIC_API_KEY=your_anthropic_api_key
 TAVILY_API_KEY=your_tavily_api_key
+
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=your_anthropic_api_key
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/multi-agent-supervisor-researcher-coder/graph.py b/samples/multi-agent-supervisor-researcher-coder/graph.py
index ea2fb1d..89a0f7f 100644
--- a/samples/multi-agent-supervisor-researcher-coder/graph.py
+++ b/samples/multi-agent-supervisor-researcher-coder/graph.py
@@ -5,11 +5,13 @@
 from langchain_core.messages import HumanMessage, SystemMessage
 from langchain_core.tools import tool
 from langchain_experimental.utilities import PythonREPL
-from langgraph.graph import END, START, MessagesState, StateGraph
+from langgraph.graph import START, MessagesState, StateGraph
 from langgraph.prebuilt import create_react_agent
 from langgraph.types import Command
 from pydantic import BaseModel
 from typing_extensions import TypedDict
+from uipath_langchain.chat.models import UiPathChat
+import os
 
 tavily_tool = TavilySearchResults(max_results=5)
 
@@ -51,7 +53,24 @@ class Router(TypedDict):
     next: Literal[*options]
 
 
-llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 class GraphInput(BaseModel):
     question: str
diff --git a/samples/multi-agent-supervisor-researcher-coder/uv.lock b/samples/multi-agent-supervisor-researcher-coder/uv.lock
index c17dbe1..e05d7ba 100644
--- a/samples/multi-agent-supervisor-researcher-coder/uv.lock
+++ b/samples/multi-agent-supervisor-researcher-coder/uv.lock
@@ -163,6 +163,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/a1/ee/48ca1a7c89ffec8b6a0c5d02b89c305671d5ffd8d3c94acf8b8c408575bb/anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c", size = 100916 },
 ]
 
+[[package]]
+name = "asgiref"
+version = "3.8.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions", marker = "python_full_version < '3.11'" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/29/38/b3395cc9ad1b56d2ddac9970bc8f4141312dbaec28bc7c218b0dfafd0f42/asgiref-3.8.1.tar.gz", hash = "sha256:c343bd80a0bec947a9860adb4c432ffa7db769836c64238fc34bdc3fec84d590", size = 35186 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/39/e3/893e8757be2612e6c266d9bb58ad2e3651524b5b40cf56761e985a28b13e/asgiref-3.8.1-py3-none-any.whl", hash = "sha256:3e1e3ecc849832fe52ccf2cb6686b7a55f82bb1d6aee72a58826471390335e47", size = 23828 },
+]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -181,6 +193,90 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/77/06/bb80f5f86020c4551da315d78b3ab75e8228f89f0162f2c3a819e407941a/attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3", size = 63815 },
 ]
 
+[[package]]
+name = "azure-core"
+version = "1.34.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "requests" },
+    { name = "six" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/c9/29/ff7a519a315e41c85bab92a7478c6acd1cf0b14353139a08caee4c691f77/azure_core-1.34.0.tar.gz", hash = "sha256:bdb544989f246a0ad1c85d72eeb45f2f835afdcbc5b45e43f0dbde7461c81ece", size = 297999 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/84/9e/5c87b49f65bb16571599bc789857d0ded2f53014d3392bc88a5d1f3ad779/azure_core-1.34.0-py3-none-any.whl", hash = "sha256:0615d3b756beccdb6624d1c0ae97284f38b78fb59a2a9839bf927c66fbbdddd6", size = 207409 },
+]
+
+[[package]]
+name = "azure-core-tracing-opentelemetry"
+version = "1.0.0b12"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-core" },
+    { name = "opentelemetry-api" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/5a/7f/5de13a331a5f2919417819cc37dcf7c897018f02f83aa82b733e6629a6a6/azure_core_tracing_opentelemetry-1.0.0b12.tar.gz", hash = "sha256:bb454142440bae11fd9d68c7c1d67ae38a1756ce808c5e4d736730a7b4b04144", size = 26010 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/76/5e/97a471f66935e7f89f521d0e11ae49c7f0871ca38f5c319dccae2155c8d8/azure_core_tracing_opentelemetry-1.0.0b12-py3-none-any.whl", hash = "sha256:38fd42709f1cc4bbc4f2797008b1c30a6a01617e49910c05daa3a0d0c65053ac", size = 11962 },
+]
+
+[[package]]
+name = "azure-identity"
+version = "1.22.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-core" },
+    { name = "cryptography" },
+    { name = "msal" },
+    { name = "msal-extensions" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/58/8e/1b5916f5e1696bf05b009cf7d41383cea54aa8536d4a4f6f88cca15eb6a4/azure_identity-1.22.0.tar.gz", hash = "sha256:c8f5ef23e5295c2fa300c984dd9f5e1fe43503fc25c121c37ff6a15e39b800b9", size = 263346 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/06/1a/6f13d7f95f68f37303c0e00e011d498e4524e70d354b2e11ef5ae89e0ce0/azure_identity-1.22.0-py3-none-any.whl", hash = "sha256:26d6c63f2ca453c77c3e74be8613941ad074e05d0c8be135247573752c249ad8", size = 185524 },
+]
+
+[[package]]
+name = "azure-monitor-opentelemetry"
+version = "1.6.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "azure-core" },
+    { name = "azure-core-tracing-opentelemetry" },
+    { name = "azure-monitor-opentelemetry-exporter" },
+    { name = "opentelemetry-instrumentation-django" },
+    { name = "opentelemetry-instrumentation-fastapi" },
+    { name = "opentelemetry-instrumentation-flask" },
+    { name = "opentelemetry-instrumentation-psycopg2" },
+    { name = "opentelemetry-instrumentation-requests" },
+    { name = "opentelemetry-instrumentation-urllib" },
+    { name = "opentelemetry-instrumentation-urllib3" },
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+    { url = "https://files.pythonhosted.org/packages/ea/fd/0c30f2301ca94e655e5e057012e83284ce8c545df7661a78d8bfca2fac7a/wrapt-1.17.2-cp313-cp313t-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9a7d15bbd2bc99e92e39f49a04653062ee6085c0e18b3b7512a4f2fe91f2d681", size = 109339 },
+    { url = "https://files.pythonhosted.org/packages/75/56/05d000de894c4cfcb84bcd6b1df6214297b8089a7bd324c21a4765e49b14/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:e3890b508a23299083e065f435a492b5435eba6e304a7114d2f919d400888cc6", size = 110232 },
+    { url = "https://files.pythonhosted.org/packages/53/f8/c3f6b2cf9b9277fb0813418e1503e68414cd036b3b099c823379c9575e6d/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:8c8b293cd65ad716d13d8dd3624e42e5a19cc2a2f1acc74b30c2c13f15cb61a6", size = 100476 },
+    { url = "https://files.pythonhosted.org/packages/a7/b1/0bb11e29aa5139d90b770ebbfa167267b1fc548d2302c30c8f7572851738/wrapt-1.17.2-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:4c82b8785d98cdd9fed4cac84d765d234ed3251bd6afe34cb7ac523cb93e8b4f", size = 106377 },
+    { url = "https://files.pythonhosted.org/packages/6a/e1/0122853035b40b3f333bbb25f1939fc1045e21dd518f7f0922b60c156f7c/wrapt-1.17.2-cp313-cp313t-win32.whl", hash = "sha256:13e6afb7fe71fe7485a4550a8844cc9ffbe263c0f1a1eea569bc7091d4898555", size = 37986 },
+    { url = "https://files.pythonhosted.org/packages/09/5e/1655cf481e079c1f22d0cabdd4e51733679932718dc23bf2db175f329b76/wrapt-1.17.2-cp313-cp313t-win_amd64.whl", hash = "sha256:eaf675418ed6b3b31c7a989fd007fa7c3be66ce14e5c3b27336383604c9da85c", size = 40750 },
+    { url = "https://files.pythonhosted.org/packages/2d/82/f56956041adef78f849db6b289b282e72b55ab8045a75abad81898c28d19/wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8", size = 23594 },
+]
+
 [[package]]
 name = "xxhash"
 version = "3.5.0"
@@ -2020,6 +2607,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/f5/4b/a06e0ec3d155924f77835ed2d167ebd3b211a7b0853da1cf8d8414d784ef/yarl-1.18.3-py3-none-any.whl", hash = "sha256:b57f4f58099328dfb26c6a771d09fb20dbbae81d20cfb66141251ea063bd101b", size = 45109 },
 ]
 
+[[package]]
+name = "zipp"
+version = "3.21.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/3f/50/bad581df71744867e9468ebd0bcd6505de3b275e06f202c2cb016e3ff56f/zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4", size = 24545 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/b7/1a/7e4798e9339adc931158c9d69ecc34f5e6791489d469f5e50ec15e35f458/zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931", size = 9630 },
+]
+
 [[package]]
 name = "zstandard"
 version = "0.23.0"
diff --git a/samples/simple-local-mcp/.env.example b/samples/simple-local-mcp/.env.example
index 250ec48..b907d61 100644
--- a/samples/simple-local-mcp/.env.example
+++ b/samples/simple-local-mcp/.env.example
@@ -1 +1,4 @@
-ANTHROPIC_API_KEY=xxx
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=your_anthropic_api_key
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/simple-local-mcp/src/simple-local-mcp/graph.py b/samples/simple-local-mcp/src/simple-local-mcp/graph.py
index 42b52eb..ac26d71 100644
--- a/samples/simple-local-mcp/src/simple-local-mcp/graph.py
+++ b/samples/simple-local-mcp/src/simple-local-mcp/graph.py
@@ -4,9 +4,27 @@
 from langchain_anthropic import ChatAnthropic
 from langchain_mcp_adapters.client import MultiServerMCPClient
 from langgraph.prebuilt import create_react_agent
+from uipath_langchain.chat.models import UiPathChat
+import os
 
-model = ChatAnthropic(model="claude-3-5-sonnet-latest")
-
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 @asynccontextmanager
 async def make_graph():
@@ -24,5 +42,5 @@ async def make_graph():
             },
         }
     ) as client:
-        agent = create_react_agent(model, client.get_tools())
+        agent = create_react_agent(llm, client.get_tools())
         yield agent
diff --git a/samples/simple-remote-mcp/.env.example b/samples/simple-remote-mcp/.env.example
index 735a419..80bbd4c 100644
--- a/samples/simple-remote-mcp/.env.example
+++ b/samples/simple-remote-mcp/.env.example
@@ -1,2 +1,6 @@
 UIPATH_MCP_SERVER_URL=***
-ANTHROPIC_API_KEY=***
+
+# You can set either ANTHROPIC_API_KEY or USE_UIPATH_AI_UNITS:
+# ANTHROPIC_API_KEY=your_anthropic_api_key
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/simple-remote-mcp/main.py b/samples/simple-remote-mcp/main.py
index 388e287..3f341a1 100644
--- a/samples/simple-remote-mcp/main.py
+++ b/samples/simple-remote-mcp/main.py
@@ -4,9 +4,28 @@
 from langchain_anthropic import ChatAnthropic
 import dotenv
 import os
+from uipath_langchain.chat.models import UiPathChat
 
 dotenv.load_dotenv()
 
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatAnthropic(model="claude-3-5-sonnet-latest")
 
 @asynccontextmanager
 async def make_graph():
@@ -22,6 +41,5 @@ async def make_graph():
 
         tools = client.get_tools()
         print(tools)
-        model = ChatAnthropic(model="claude-3-5-sonnet-latest")
-        graph = create_react_agent(model, tools=tools)
+        graph = create_react_agent(llm, tools=tools)
         yield graph
diff --git a/samples/ticket-classification/.env.example b/samples/ticket-classification/.env.example
index 8e306d7..520fdd5 100644
--- a/samples/ticket-classification/.env.example
+++ b/samples/ticket-classification/.env.example
@@ -1,3 +1,7 @@
 UIPATH_URL=https://alpha.uipath.com/ada/byoa
 UIPATH_ACCESS_TOKEN=xxx
-OPENAI_API_KEY=xxx
+
+# You can set either OPENAI_API_KEY or USE_UIPATH_AI_UNITS:
+# OPENAI_API_KEY=xxx
+# or
+# USE_UIPATH_AI_UNITS=true
diff --git a/samples/ticket-classification/main.py b/samples/ticket-classification/main.py
index 449ede4..88bfd1a 100644
--- a/samples/ticket-classification/main.py
+++ b/samples/ticket-classification/main.py
@@ -6,16 +6,35 @@
 from langchain_openai import ChatOpenAI
 from langchain_core.output_parsers import PydanticOutputParser
 from langgraph.graph import START, END, StateGraph, MessagesState
+from uipath_langchain.chat.models import UiPathChat
 from langgraph.types import interrupt, Command
 from pydantic import BaseModel, Field
-
 from uipath import UiPath
-
 from uipath.models import CreateAction
+
 logger = logging.getLogger(__name__)
 
 uipath = UiPath()
 
+if os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+    # other available UiPath chat models
+    # "anthropic.claude-3-5-sonnet-20240620-v1:0",
+    # "anthropic.claude-3-5-sonnet-20241022-v2:0",
+    # "anthropic.claude-3-7-sonnet-20250219-v1:0",
+    # "anthropic.claude-3-haiku-20240307-v1:0",
+    # "gemini-1.5-pro-001",
+    # "gemini-2.0-flash-001",
+    # "gpt-4o-2024-05-13",
+    # "gpt-4o-2024-08-06",
+    # "gpt-4o-2024-11-20",
+    # "gpt-4o-mini-2024-07-18",
+    # "o3-mini-2025-01-31",
+    llm = UiPathChat(
+        model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+    )
+else:
+    llm = ChatOpenAI(model="gpt-4o-mini", temperature=0)
+
 class GraphInput(BaseModel):
     message: str
     ticket_id: str
@@ -78,7 +97,6 @@ def decide_next_node(state: GraphState) -> Literal["classify", "notify_team"]:
 
 async def classify(state: GraphState) -> Command:
     """Classify the support ticket using LLM."""
-    llm = ChatOpenAI(model="gpt-4o-mini", temperature=0)
 
     if state.get("last_predicted_category", None):
         predicted_category = state["last_predicted_category"]
diff --git a/src/uipath_langchain/_cli/_templates/main.py.template b/src/uipath_langchain/_cli/_templates/main.py.template
index 394cd60..74fcd12 100644
--- a/src/uipath_langchain/_cli/_templates/main.py.template
+++ b/src/uipath_langchain/_cli/_templates/main.py.template
@@ -3,6 +3,7 @@ from langchain_core.messages import HumanMessage, SystemMessage
 from langchain_openai import ChatOpenAI
 from langgraph.graph import START, StateGraph, END
 from pydantic import BaseModel
+from uipath_langchain.chat.models import UiPathChat
 import os
 
 class GraphInput(BaseModel):
@@ -16,8 +17,14 @@ async def generate_report(state: GraphInput) -> GraphOutput:
         llm_model = ChatAnthropic(model="claude-3-5-sonnet-latest")
     elif os.getenv("OPENAI_API_KEY"):
         llm_model = ChatOpenAI(model="gpt-4o-mini", temperature=0)
+    elif os.getenv("USE_UIPATH_AI_UNITS") and os.getenv("USE_UIPATH_AI_UNITS") == "true":
+        llm_model = UiPathChat(
+            model="anthropic.claude-3-5-sonnet-20240620-v1:0",
+        )
+
     else:
-        raise Exception("Missing API Key. Please define either ANTHROPIC_API_KEY or OPENAI_API_KEY.")
+        raise Exception(
+            "Missing API Key. Please define either ANTHROPIC_API_KEY or OPENAI_API_KEY, or USE_UIPATH_AI_UNITS.")
 
     system_prompt = "You are a report generator. Please provide a brief report based on the given topic."
     output = await llm_model.ainvoke([SystemMessage(system_prompt), HumanMessage(state.topic)])
diff --git a/src/uipath_langchain/_cli/cli_new.py b/src/uipath_langchain/_cli/cli_new.py
index 4f39e99..c2e51b6 100644
--- a/src/uipath_langchain/_cli/cli_new.py
+++ b/src/uipath_langchain/_cli/cli_new.py
@@ -55,7 +55,7 @@ def langgraph_new_middleware(name: str) -> MiddlewareResult:
             generate_pyproject(directory, name)
             console.success("Created 'pyproject.toml' file.")
             console.config(
-                f""" Please ensure to define either {click.style("ANTHROPIC_API_KEY", fg="bright_yellow")} or {click.style("OPENAI_API_KEY", fg="bright_yellow")} in your .env file. """
+                f""" Please ensure to define either {click.style("ANTHROPIC_API_KEY", fg="bright_yellow")}, {click.style("OPENAI_API_KEY", fg="bright_yellow")} or set {click.style("USE_UIPATH_AI_UNITS=true", fg="bright_yellow")} in your .env file. """
             )
             init_command = """uipath init"""
             run_command = """uipath run agent '{"topic": "UiPath"}'"""