Feat/add infra script

common.txt

@@ -0,0 +1,65 @@
+
+import os
+print(os.getcwd())
+----
+
+# this is just one we need to get the all the tools,prompts and agentcatalog_index.json in the relatives places as per the project. below is just one example
+!mkdir prompts && cd prompts && \
+wget https://raw.githubusercontent.com/couchbase-examples/agent-catalog-quickstart/refs/heads/main/notebooks/flight_search_agent_langraph/prompts/flight_search_assistant.yaml
+
+----
+# come to base directory
+
+# Depends on each toml requirements. heres the hotel example:
+%pip install -q \
+    "pydantic>=2.0.0,<3.0.0" \
+    "python-dotenv>=1.0.0,<2.0.0" \
+    "pandas>=2.0.0,<3.0.0" \
+    "tqdm>=4.64.0,<5.0.0" \
+    "langchain-couchbase>=0.2.5,<0.3.0" \
+    "langchain-openai>=0.3.13,<0.4.0" \
+    "langchain-nvidia-ai-endpoints>=0.3.0,<0.4.0" \
+    "arize>=5.0.0" \
+    "arize-otel>=0.7.0,<1.0.0" \
+    "arize-phoenix[evals]>=11.0.0" \
+    "openinference-instrumentation-openai>=0.1.18,<0.2.0" \
+    "openinference-instrumentation-langchain>=0.1.29,<0.2.0"
+------
+
+!pip install -q https://github.com/couchbaselabs/agent-catalog/releases/download/v0.2.5a2/agentc_core-0.2.5a2-py3-none-any.whl
+!pip install -q https://github.com/couchbaselabs/agent-catalog/releases/download/v0.2.5a2/agentc_cli-0.2.5a2-py3-none-any.whl
+!pip install -q https://github.com/couchbaselabs/agent-catalog/releases/download/v0.2.5a2/agentc-0.2.5a2-py3-none-any.whl
+!pip install -q https://github.com/couchbaselabs/agent-catalog/releases/download/v0.2.5a2/agentc_langchain-0.2.5a2-py3-none-any.whl
+!pip install -q https://github.com/couchbaselabs/agent-catalog/releases/download/v0.2.5a2/agentc_langgraph-0.2.5a2-py3-none-any.whl
+
+# just for show
+# !pip install -q /content/agentc_core-*.whl
+# !pip install -q /content/agentc_cli-*.whl
+# !pip install -q /content/agentc-*.whl
+# !pip install -q /content/agentc_langchain-*.whl
+# !pip install -q /content/agentc_langgraph-*.whl
+------
+
+
+!git init
+
+------
+
+!git add .
+!git config --global user.email "[email protected]"
+!git config --global user.name "Kaustav Ghosh"
+!git commit -m "initial commit"
+
+------
+
+!agentc init
+
+-----
+
+!agentc index .
+
+-----
+
+!agentc publish
+
+-----

notebooks/flight_search_agent_langraph/data/queries.py

@@ -26,11 +26,12 @@
 8. VX flight from JFK to LAX using 320""",
 
     # Query 2: Flight booking LAX to JFK for tomorrow, 2 passengers, business class
+    # Note: Departure date and Booking ID are dynamically generated based on current date
     """Flight Booking Confirmed!
 
-Booking ID: FL09251563CACD
+Booking ID: [Dynamically Generated]
 Route: LAX → JFK
-Departure Date: 2025-09-25
+Departure Date: [Tomorrow's Date - Dynamically Calculated]
 Passengers: 2
 Class: business
 Total Price: $1500.00
@@ -43,11 +44,12 @@
 Thank you for choosing our airline!""",
 
     # Query 3: Flight booking JFK to MIA for next week
+    # Note: Departure date and Booking ID are dynamically generated based on current date
     """Flight Booking Confirmed!
 
-Booking ID: FL10014E7B9C2A
+Booking ID: [Dynamically Generated]
 Route: JFK → MIA
-Departure Date: 2025-10-01
+Departure Date: [Next Week's Date - Dynamically Calculated]
 Passengers: 1
 Class: economy
 Total Price: $250.00
@@ -60,45 +62,46 @@
 Thank you for choosing our airline!""",
 
     # Query 4: Show current flight bookings
+    # Note: Booking IDs and dates are dynamically generated
     """Your Current Bookings (2 found):
 
 Booking 1:
-  Booking ID: FL09251563CACD
+  Booking ID: [Dynamically Generated]
   Route: LAX → JFK
-  Date: 2025-09-25
+  Date: [Tomorrow's Date - Dynamically Calculated]
   Passengers: 2
   Class: business
   Total: $1500.00
-  Status: confirmed
-  Booked: 2025-09-24
+  Status: Confirmed
+  Booked: [Current Date]
 
 Booking 2:
-  Booking ID: FL10014E7B9C2A
+  Booking ID: [Dynamically Generated]
   Route: JFK → MIA
-  Date: 2025-10-01
+  Date: [Next Week's Date - Dynamically Calculated]
   Passengers: 1
   Class: economy
   Total: $250.00
-  Status: confirmed
-  Booked: 2025-09-24""",
+  Status: Confirmed
+  Booked: [Current Date]""",
 
     # Query 5: SpiceJet service quality reviews
+    # Note: Vector search results are non-deterministic and may return different reviews each time
+    # from the database of 2210+ airline reviews. All results are valid SpiceJet reviews.
     """Found 5 relevant airline reviews for 'SpiceJet service quality':
 
-Review 1:
-Airline: SpiceJet. Title: "Great travel experience". Review: ✅ Trip Verified |  Marvelous courteous crew who took good care of all passengers. They should be rewarded for the patience shown towards the unruly ones. Great travel experience.. Rating: 10.0/10. Reviewer: Ranjita Pandey. Date: 18th April 2024. Recommended: yes
-
-Review 2:
-Airline: SpiceJet. Title: "good service by the crew". Review: ✅ Trip Verified | I have had good service by the crew. It was amazing, the crew was very enthusiastic and warm welcome. It was one of the best services in my experience.. Rating: 10.0/10. Reviewer: K Mansour. Date: 10th August 2024. Recommended: yes
-
-Review 3:
-Airline: SpiceJet. Title: "delayed both ways by many hours". Review: Not Verified |  Flight was delayed both ways by many hours. Poor service for the same price as other airlines like IndiGo. No wifi or other amenities to compensate for terrible service.. Rating: 2.0/10. Reviewer: Somil Jain Jain. Date: 20th May 2022. Recommended: no
-
-Review 4:
-Airline: SpiceJet. Title: "Excellent service". Review: ✅ Trip Verified |  Excellent service by the ground staff courteous beyond expectations always willing to help in the real sense and not lipservice i will recommend to all whom I know. Rating: 10.0/10. Reviewer: Ramanathan Ramchandra. Date: 1st November 2023. Recommended: yes
-
-Review 5:
-Airline: SpiceJet. Title: "hospitality service given". Review: ✅ Trip Verified |  Seats are comparable if compare to other budget airlines. Cabin crews are friendly and hospitality service given with smiles. Very happy and enjoy experience.. Rating: 8.0/10. Reviewer: A Bameen. Date: 20th March 2022. Recommended: yes""",
+[Reviews include customer feedback about SpiceJet's service quality, covering aspects such as:
+- Crew service and hospitality
+- Flight delays and punctuality
+- In-flight amenities and comfort
+- Ground staff service
+- Overall travel experience
+- Ratings typically range from 2/10 to 10/10
+- Mix of verified and unverified reviews
+- Reviews from various dates and routes
+- Both positive recommendations and criticisms]
+
+Note: Specific reviews vary due to vector similarity search across 2210+ airline reviews.""",
 ]
 
 # Create dictionary for backward compatibility