diff --git a/examples/eap_to_quarkus/sampleprompt.py b/examples/eap_to_quarkus/sampleprompt.py
new file mode 100644
index 0000000..dc1d252
--- /dev/null
+++ b/examples/eap_to_quarkus/sampleprompt.py
@@ -0,0 +1,78 @@
+import os
+from dotenv import find_dotenv, load_dotenv
+from langchain.chat_models import ChatOpenAI
+from langchain.prompts import ChatPromptTemplate
+import openai
+
+_ = load_dotenv(find_dotenv()) 
+openai.api_key = os.environ['OPENAI_API_KEY']
+chat = ChatOpenAI(temperature=0.0, model="gpt-3.5-turbo")
+
+temp ="""
+You have been provided with prior solved examples in {text}. It is time to resolve a similar incident. Find a solution for the issue in {java_code_snippet}.
+Make sure it is compatible with Quarkus 3.4.1 as well as Jakarta EE 9 and Java 11.
+
+Make sure the output is displayed in the diff format like github
+"""
+
+prompt_template = ChatPromptTemplate.from_template(temp)
+
+modernize_text = """
+You are an expert in Java EAP and Quarkus technologies. You are going to assist with modernizing EAP applications to  
+Quarkus 3.4.1, Jakarta EE 9, and Java 11. There are some sample scenarios provided below,
+
+Example 1:
+Incident metdata: Stateless scoped bean
+
+Issue details:
+
+@Stateless
+public class OrderService {
+  // ...
+}
+
+Resolution:
+
+@ApplicationScoped
+public class OrderService {
+ // ...
+}
+
+Example 2:
+Incident metdata: Stateless scoped bean
+
+Issue details:
+
+@Stateless
+public class CatalogService {
+    // ...
+}
+
+Resolution:
+
+@ApplicationScoped
+public class CatalogService {
+    // ...
+}
+"""
+
+modernize_question="""
+Incident metadata: Stateless scoped bean
+
+Issue details:
+```
+@Stateless
+public class MemberRegistration {
+ '....'
+ '....'
+}
+```
+"""
+
+modernize_messages = prompt_template.format_messages(
+                    text=modernize_text,
+                    java_code_snippet=modernize_question)
+
+modernize_response = chat(modernize_messages)
+
+print(modernize_response.content)
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index 2ff9331..ca18a66 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -76,6 +76,9 @@ nvidia-nccl-cu11==2.14.3
 nvidia-nvtx-cu11==11.7.91
 openai==0.27.8
 openapi-schema-pydantic==1.2.4
+openapi-core==0.18.1
+openapi-schema-validator==0.6.2
+openapi-spec-validator==0.6.0
 openllm==0.1.16
 openlm==0.0.5
 opentelemetry-api==1.17.0