D/cookbookfix: cookbooks bugs fixed for 5,10,11. And files renamed ac…

…cording to naming convention (#707)

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> [!IMPORTANT]
> Fix bugs in cookbooks 5, 10, 11 and rename files for consistency.
> 
>   - **Behavior**:
> - `05-Basic_Agent_Creation_and_Interaction.py`: Fix session creation
by removing `context_overflow` parameter and correct chat history
retrieval.
> - `10-Document_Management_and_Search.py`: Remove `filters` from search
input and fix document search output handling.
> - `11-Advanced_Chat_Interactions.py`: Adjust chat logic for weather
information and improve context management.
>   - **Renames**:
> - Rename `14_automated_webinar_scheduling_workflow.py` to
`14-Automated_Webinar_Scheduling_Workflow.py`.
> - Rename `15_personal_finance_tracker.py` to
`15-Personal_Finance_Tracker.py`.
> - Rename `e_commerce_order_processing_workflow.py` to
`16-E_commerce_Order_Processing_Workflow.py`.
> 
> <sup>This description was created by </sup>[<img alt="Ellipsis"
src="https://img.shields.io/badge/Ellipsis-blue?color=175173">](https://www.ellipsis.dev?ref=julep-ai%2Fjulep&utm_source=github&utm_medium=referral)<sup>
for 7cdfd86. It will automatically
update as commits are pushed.</sup>

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---------

Co-authored-by: Vedantsahai18 <Vedantsahai18@users.noreply.github.com>

cookbooks/05-Basic_Agent_Creation_and_Interaction.py

@@ -1,4 +1,4 @@
-# UNDER CONSTRUCTION - NOT WORKING YET
+# BASIC AGENT CREATION AND INTERACTION
 
 import uuid
 from julep import Client
@@ -35,8 +35,7 @@
 
 # Create a session for interaction
 session = client.sessions.create(
-    agent=agent.id,
-    context_overflow="adaptive"
+    agent=agent.id
 )
 
 print(f"Session created with ID: {session.id}")
@@ -47,7 +46,6 @@ def chat_with_agent(message):
         "role": "user",
         "content": message,
     }
-    # TODO: message validation error
     response = client.sessions.chat(
         session_id=session.id,
         messages=[message],
@@ -67,7 +65,6 @@ def chat_with_agent(message):
     print(f"Agent: {response}")
 
 # Optional: Retrieve chat history
-history = client.sessions.messages.list(session_id=session.id)
+history = client.sessions.get(session_id=session.id)
 print("\nChat History:")
-for message in history.items:
-    print(f"{message.role}: {message.content}")
+print(history)

cookbooks/10-Document_Management_and_Search.py

@@ -10,8 +10,6 @@
 # 7. Execute the document search task
 # 8. Display the search results
 
-# UNDER CONSTRUCTION - YAML is working but the flow is not correct yet
-
 import uuid
 import yaml,time
 from julep import Client
@@ -93,8 +91,6 @@
   properties:
     query:
       type: string
-    filters:
-      type: object
 
 tools:
 - name: document_search
@@ -108,18 +104,16 @@
   arguments:
     agent_id: "'{agent.id}'"
     text: inputs[0].query
-    metadata_filters: inputs[0].filters
 
 - prompt:
   - role: system
     content: >-
       Based on the search results, provide a summary of the most relevant documents found.
-      Search query: {{inputs[0].query}}
+      Search query: {{{{inputs[0].query}}}}
       Number of results: {{len(outputs[0])}}
       
       Results:
-      {{outputs[0]}}
-  unwrap: true
+      {{{{outputs[0]}}}}
 """)
 
 # Creating the search task
@@ -166,8 +160,7 @@
 search_execution = client.executions.create(
     task_id=SEARCH_TASK_UUID,
     input={
-        "query": "impact of technology on society",
-        "filters": {"category": "technology"}
+        "query": "technology"
     }
 )
 
@@ -178,10 +171,14 @@
 # Display the search results
 print("\nSearch Results:")
 for transition in client.executions.transitions.list(execution_id=search_execution.id).items:
-    if transition.type == "tool_call" and transition.tool == "document_search":
-        for doc in transition.output:
-            print(f"- {doc['content']} (Score: {doc['score']})")
+    if transition.type == "step" and transition.metadata['step_type'] == "ToolCallStep":
+        doc_output = transition.output['docs']
+        for doc in doc_output:
+            print(f"Owner: {doc['owner']}")
+            print(f"Title: {doc['title']}")
+            print(f"Distance: {doc['distance']}")
+            print(f"Content: {doc['snippets']}")
 
 print("\nSearch Summary:")
-search_response = client.executions.transitions.list(search_result.id).items[0].output
+search_response = client.executions.transitions.list(search_result.id).items[0].output['choices'][0]['message']['content']
 print(search_response)

cookbooks/11-Advanced_Chat_Interactions.py

@@ -12,7 +12,7 @@
 #    d. Integrating external information during the conversation
 # 6. Display the chat history and any relevant metrics
 
-# UNDER CONSTRUCTION - YAML is working but the flow is not correct yet
+# UNDER CONSTRUCTION - Dynamic weather integration is not yet implemented, rest of the code is functional
 
 import uuid
 import yaml
@@ -75,49 +75,51 @@
   integration:
     provider: weather
     setup:
-      api_key: "API_KEY"
+      api_key: "YOUR_WEATHER_API_KEY"
 
 main:
-- evaluate:
-    context_length: len(inputs[0].chat_history)
-
-- if: "_.context_length > '10'"
+- if: "len(inputs[0].chat_history) > 5"
+  then:
+    evaluate:
+      summarized_history: str(inputs[0].chat_history[-5:])
+  else:
+    evaluate:
+      summarized_history: str(inputs[0].chat_history)
+                               
+- if: "search_regex('weather', inputs[0].user_input)"
   then:
+    tool: weather_api
+    arguments:
+      location: "'NEW YORK'"
+  else:
     evaluate:
-        summarized_history: str(inputs[0].chat_history[-10:])
+      weather: "'No weather information requested'"
+                        
+- evaluate:
+    weather: outputs[1]
+                               
+- if: "search_regex('weather', inputs[0].user_input)"
+  then:
     prompt:
       - role: system
-        content: >-
+        content: >-            
           You are an advanced chat assistant. Here's a summary of the recent conversation:
-          {{outputs[1].summarized_history}}
-          
+          {{outputs[0].summarized_history}}
+                               
+          The user mentioned weather. Here's the current weather information for NEW YORK
+          Incorporate this information into your response.
+                               
+          {{_.weather}}
+      
           Now, respond to the user's latest input: {{inputs[0].user_input}}
-    unwrap: true
   else:
     prompt:
       - role: system
         content: >-
-          You are an advanced chat assistant. Here's the conversation history:
-          {{inputs[0].chat_history}}
-          
+          You are an advanced chat assistant. Here's a summary of the recent conversation:
+          {{outputs[0].summarized_history}}
+      
           Now, respond to the user's latest input: {{inputs[0].user_input}}
-    unwrap: true
-
-- if: "'weather' in inputs[0].user_input.lower()"
-  then:
-    tool: weather_api
-    arguments:
-      location: inputs[0].user_input.lower.split('weather')[1].strip()
-    prompt:
-      - role: system
-        content: >-
-          The user mentioned weather. Here's the current weather information for {{inputs[0].user_input.lower.split('weather')[1].strip()}}
-          
-          Incorporate this information into your response.
-    unwrap: true
-                               
-- return:
-    summary: _
 """)
 
 # Creating the chat task
@@ -141,8 +143,6 @@ def run_chat_session():
     chat_history = []
     print("Starting advanced chat session. Type 'exit' to end the conversation.")
 
-    session = client.sessions.create(agent=AGENT_UUID)
-
     while True:
         user_input = get_user_input()
         if user_input.lower() == 'exit':
@@ -158,17 +158,17 @@ def run_chat_session():
             }
         )
         # Wait for the execution to complete
-        time.sleep(3)
+        time.sleep(5)
         result = client.executions.get(execution.id)
         print(client.executions.transitions.list(execution.id).items)
         print(f"Execution result: {result.output}")
-        assistant_response = result.output
+        assistant_response = result.output['choices'][0]['message']['content']
 
         chat_history.append({"role": "assistant", "content": assistant_response})
-        print(f"Assistant: {assistant_response}")
+        print(f"Assistant: { assistant_response}")
 
         # Simulate a delay for a more natural conversation flow
-        time.sleep(1)
+        print("----------------------")
 
     print("\nChat session ended. Here's the complete chat history:")
     display_chat_history(chat_history)