diff --git a/examples/rag/elastic-chatbot-rag-app/requirements.txt b/examples/rag/elastic-chatbot-rag-app/requirements.txt
index 075e3c7..474c38f 100644
--- a/examples/rag/elastic-chatbot-rag-app/requirements.txt
+++ b/examples/rag/elastic-chatbot-rag-app/requirements.txt
@@ -17,7 +17,9 @@ anyio==4.9.0
     #   httpx
     #   openai
 attrs==25.3.0
-    # via aiohttp
+    # via
+    #   aiohttp
+    #   galileo
 blinker==1.9.0
     # via flask
 boto3==1.37.13
@@ -88,6 +90,10 @@ fsspec==2025.3.0
     # via
     #   huggingface-hub
     #   langtrace-python-sdk
+galileo==0.10.0
+    # via -r requirements.in
+galileo-core==3.32.0
+    # via galileo
 google-api-core[grpc]==2.24.2
     # via
     #   google-cloud-aiplatform
@@ -154,8 +160,10 @@ httpcore==1.0.7
 httpx==0.28.1
     # via
     #   cohere
+    #   galileo-core
     #   langchain-google-vertexai
     #   langchain-mistralai
+    #   langgraph-sdk
     #   langsmith
     #   openai
 httpx-sse==0.4.0
@@ -211,6 +219,9 @@ langchain-core==0.3.45
     #   langchain-mistralai
     #   langchain-openai
     #   langchain-text-splitters
+    #   langgraph
+    #   langgraph-checkpoint
+    #   langgraph-prebuilt
 langchain-elasticsearch==0.3.2
     # via -r requirements.in
 langchain-google-vertexai==2.0.15
@@ -221,6 +232,16 @@ langchain-openai==0.3.8
     # via -r requirements.in
 langchain-text-splitters==0.3.6
     # via langchain
+langgraph==0.5.4
+    # via -r requirements.in
+langgraph-checkpoint==2.1.2
+    # via
+    #   langgraph
+    #   langgraph-prebuilt
+langgraph-prebuilt==0.5.1
+    # via langgraph
+langgraph-sdk==0.1.74
+    # via langgraph
 langsmith==0.3.15
     # via
     #   langchain
@@ -242,7 +263,7 @@ multidict==6.1.0
     #   yarl
 mypy-extensions==1.0.0
     # via typing-inspect
-numpy
+numpy==2.5.0
     # via
     #   elasticsearch
     #   langchain-aws
@@ -314,7 +335,11 @@ opentelemetry-semantic-conventions==0.52b0
     #   opentelemetry-instrumentation-sqlalchemy
     #   opentelemetry-sdk
 orjson==3.10.15
-    # via langsmith
+    # via
+    #   langgraph-sdk
+    #   langsmith
+ormsgpack==1.12.2
+    # via langgraph-checkpoint
 packaging==24.2
     # via
     #   elastic-opentelemetry
@@ -357,6 +382,8 @@ pyasn1-modules==0.4.1
 pydantic==2.10.6
     # via
     #   cohere
+    #   galileo
+    #   galileo-core
     #   google-cloud-aiplatform
     #   langchain
     #   langchain-aws
@@ -364,6 +391,7 @@ pydantic==2.10.6
     #   langchain-core
     #   langchain-google-vertexai
     #   langchain-mistralai
+    #   langgraph
     #   langsmith
     #   openai
     #   pydantic-settings
@@ -373,10 +401,17 @@ pydantic-core==2.27.2
     #   cohere
     #   pydantic
 pydantic-settings==2.8.1
-    # via langchain-community
+    # via
+    #   galileo-core
+    #   langchain-community
+pyjwt==2.13.0
+    # via
+    #   galileo
+    #   galileo-core
 python-dateutil==2.9.0.post0
     # via
     #   botocore
+    #   galileo
     #   google-cloud-bigquery
 python-dotenv==1.0.1
     # via pydantic-settings
@@ -468,6 +503,7 @@ typing-extensions==4.12.2
     # via
     #   anyio
     #   cohere
+    #   galileo-core
     #   google-cloud-aiplatform
     #   huggingface-hub
     #   langchain-core
@@ -480,7 +516,7 @@ typing-extensions==4.12.2
     #   typing-inspect
 typing-inspect==0.9.0
     # via dataclasses-json
-ujson==5.10.0
+ujson==5.13.0
     # via langtrace-python-sdk
 urllib3==2.3.0
     # via
@@ -496,8 +532,11 @@ werkzeug==3.1.3
 wrapt==1.17.2
     # via
     #   deprecated
+    #   galileo
     #   opentelemetry-instrumentation
     #   opentelemetry-instrumentation-sqlalchemy
+xxhash==3.7.1
+    # via langgraph
 yarl==1.18.3
     # via aiohttp
 zipp==3.21.0
@@ -507,29 +546,3 @@ zstandard==0.23.0
 
 # The following packages are considered to be unsafe in a requirements file:
 # setuptools
-opentelemetry-instrumentation-asyncio==0.52b0
-opentelemetry-instrumentation-dbapi==0.52b0
-opentelemetry-instrumentation-logging==0.52b0
-opentelemetry-instrumentation-sqlite3==0.52b0
-opentelemetry-instrumentation-threading==0.52b0
-opentelemetry-instrumentation-urllib==0.52b0
-opentelemetry-instrumentation-wsgi==0.52b0
-opentelemetry-instrumentation-aiohttp-client==0.52b0
-opentelemetry-instrumentation-aiohttp-server==0.52b0
-opentelemetry-instrumentation-boto3sqs==0.52b0
-opentelemetry-instrumentation-botocore==0.52b0
-opentelemetry-instrumentation-click==0.52b0
-opentelemetry-instrumentation-elasticsearch==0.52b0
-opentelemetry-instrumentation-flask==0.52b0
-opentelemetry-instrumentation-grpc==0.52b0
-opentelemetry-instrumentation-httpx==0.52b0
-opentelemetry-instrumentation-jinja2==0.52b0
-opentelemetry-instrumentation-requests==0.52b0
-opentelemetry-instrumentation-sqlalchemy==0.52b0
-opentelemetry-instrumentation-system-metrics==0.52b0
-opentelemetry-instrumentation-tortoiseorm==0.52b0
-opentelemetry-instrumentation-urllib3==0.52b0
-elastic-opentelemetry-instrumentation-openai==0.6.1
-
-galileo
-langgraph
\ No newline at end of file