Integration Helper Hackathon #107
Conversation
Ashutosh619-sudo
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WalkthroughThis pull request introduces enhancements to the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant API
participant OpenAI
User->>API: Create Conversation (content)
API->>OpenAI: Get AI response (messages)
OpenAI-->>API: Return AI response
API-->>User: Return conversation ID and AI response
sequenceDiagram
participant User
participant API
User->>API: Delete Conversation (conversation_id)
API-->>User: Confirm deletion success
Recent review detailsConfiguration used: CodeRabbit UI Files selected for processing (3)
Files skipped from review as they are similar to previous changes (2)
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Actionable comments posted: 7
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (12)
- apps/integration_helper/admin.py (1 hunks)
- apps/integration_helper/apps.py (1 hunks)
- apps/integration_helper/migrations/0001_initial.py (1 hunks)
- apps/integration_helper/models.py (1 hunks)
- apps/integration_helper/openai_utils.py (1 hunks)
- apps/integration_helper/prompt.py (1 hunks)
- apps/integration_helper/tests.py (1 hunks)
- apps/integration_helper/urls.py (1 hunks)
- apps/integration_helper/views.py (1 hunks)
- apps/workspaces/urls.py (1 hunks)
- quickbooks_desktop_api/settings.py (1 hunks)
- requirements.txt (1 hunks)
Files skipped from review due to trivial changes (3)
- apps/integration_helper/admin.py
- apps/integration_helper/apps.py
- apps/workspaces/urls.py
Additional context used
Ruff
apps/integration_helper/tests.py
1-1:
django.test.TestCaseimported but unusedRemove unused import:
django.test.TestCase(F401)
apps/integration_helper/openai_utils.py
3-3:
apps.integration_helper.prompt.PROMPTimported but unusedRemove unused import:
apps.integration_helper.prompt.PROMPT(F401)
apps/integration_helper/views.py
8-8:
fyle_accounting_mappings.models.DestinationAttributeimported but unusedRemove unused import:
fyle_accounting_mappings.models.DestinationAttribute(F401)
Additional comments not posted (6)
apps/integration_helper/urls.py (1)
1-10: URL routing setup is correct.The URL configuration uses
DefaultRouterand correctly registers theConversationViewSet. This setup is standard and appropriate for the described functionality in the PR.apps/integration_helper/models.py (1)
1-14: Model definition is well-structured.The
Conversationmodel is appropriately defined with relevant fields and metadata. The use ofAutoField,CharField,TextField, andDateTimeFieldis standard and well-suited for the model's purpose. The database table name is also correctly specified.apps/integration_helper/migrations/0001_initial.py (1)
1-27: Migration file is well-structured.The migration file for the
Conversationmodel is well-structured and follows Django's best practices. The fields are appropriately defined with helpful descriptions, and theauto_now_add=Trueproperty for thecreated_atfield is correctly used to capture the creation timestamp.apps/integration_helper/views.py (1)
79-93: Approve the clear method.The method correctly handles the deletion of conversations and has appropriate error handling.
apps/integration_helper/prompt.py (1)
1-124: Approve the prompt definition.The
PROMPTconstant is well-defined and covers all necessary steps and conditions for guiding the conversation.quickbooks_desktop_api/settings.py (1)
62-63: Approve the addition of the new app to settings.The addition of
'apps.integration_helper'to the list of installed applications is correctly done and is crucial for integrating the new functionality.
| from django.test import TestCase | ||
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| # Create your tests here. |
There was a problem hiding this comment.
Add tests and remove unused import.
The file imports TestCase but does not use it, and no tests are present. Given the significant additions in this PR, tests are crucial to ensure functionality and prevent regressions.
Consider removing the unused import or adding relevant tests. If you need help writing tests, I can assist.
- from django.test import TestCaseWould you like me to help draft some initial tests for the Conversation model and API endpoints?
Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| from django.test import TestCase | |
| # Create your tests here. | |
| # Create your tests here. |
Tools
Ruff
1-1:
django.test.TestCaseimported but unusedRemove unused import:
django.test.TestCase(F401)
| def get_openai_response(messages): | ||
| """ | ||
| Send the conversation history (messages) to OpenAI and get a response. | ||
| """ | ||
| api_key = os.getenv("OPENAI_API_KEY") | ||
| client = OpenAI( | ||
| api_key=api_key | ||
| ) | ||
| response = client.chat.completions.create( | ||
| model="gpt-4o-mini", | ||
| messages=messages, | ||
| response_format={"type": "json_object"}, | ||
| max_tokens=1000, | ||
| temperature=0, | ||
| ) | ||
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| return json.loads(response.choices[0].message.content) |
There was a problem hiding this comment.
Add error handling and logging.
The function get_openai_response interacts with an external API but does not handle potential errors such as network issues or invalid responses. Consider adding error handling to manage these cases gracefully. Additionally, adding logging could help trace the flow of data and identify issues more quickly.
| @@ -0,0 +1,25 @@ | |||
| import os | |||
| from openai import OpenAI | |||
| from apps.integration_helper.prompt import PROMPT | |||
There was a problem hiding this comment.
Remove unused import.
The import from apps.integration_helper.prompt import PROMPT is not used in this file and should be removed to clean up the code.
Tools
Ruff
3-3:
apps.integration_helper.prompt.PROMPTimported but unusedRemove unused import:
apps.integration_helper.prompt.PROMPT(F401)
| @@ -49,3 +49,5 @@ pytest-mock==3.8.2 | |||
| # Sendgrid for sending emails_selected | |||
| sendgrid==6.9.7 | |||
| sentry-sdk==1.19.1 | |||
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| openai | |||
There was a problem hiding this comment.
Specify version for the openai dependency.
To ensure consistent behavior and compatibility, it's recommended to specify a version for the openai library in the requirements.txt file. This can prevent potential issues arising from automatic updates that might introduce breaking changes.
apps/integration_helper/views.py
Outdated
| from apps.integration_helper.models import Conversation | ||
| from apps.integration_helper.openai_utils import get_openai_response | ||
| from apps.integration_helper.prompt import PROMPT | ||
| from fyle_accounting_mappings.models import DestinationAttribute |
There was a problem hiding this comment.
Remove unused import.
The import fyle_accounting_mappings.models.DestinationAttribute is not used in this file and should be removed to clean up the codebase.
Tools
Ruff
8-8:
fyle_accounting_mappings.models.DestinationAttributeimported but unusedRemove unused import:
fyle_accounting_mappings.models.DestinationAttribute(F401)
apps/integration_helper/views.py
Outdated
| def create(self, request, *args, **kwargs): | ||
| """ | ||
| Create a new conversation and get the first OpenAI response. | ||
| """ | ||
| content = request.data.get('content') | ||
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| if not content: | ||
| return Response({"error": "content are required"}, status=status.HTTP_400_BAD_REQUEST) | ||
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| conversation_id = str(uuid.uuid4()) | ||
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| conversation = Conversation.objects.create( | ||
| conversation_id=conversation_id, role='system', content=PROMPT | ||
| ) | ||
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| conversation = Conversation.objects.create( | ||
| conversation_id=conversation_id, role='user', content=content | ||
| ) | ||
| messages = [{"role": "system", "content": PROMPT}, {"role": "user", "content": content}] | ||
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| assistant_response = get_openai_response(messages) | ||
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| Conversation.objects.create(conversation_id=conversation_id, role="assistant", content=assistant_response) | ||
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| return Response({ | ||
| 'conversation_id': conversation.conversation_id, | ||
| 'assistant_response': assistant_response | ||
| }, status=status.HTTP_201_CREATED) |
There was a problem hiding this comment.
Optimize conversation creation and correct grammar.
- The error message "content are required" should be grammatically corrected to "Content is required."
- The method creates multiple
Conversationobjects for the sameconversation_idwhich seems redundant. Consider optimizing this by creating a single object or updating the existing one instead of creating multiple entries.
apps/integration_helper/views.py
Outdated
| @action(detail=True, methods=["post"]) | ||
| def add_message(self, request, pk=None, *args, **kwargs): | ||
| """ | ||
| Add a new message to an existing conversation using conversation_id and get an OpenAI response. | ||
| """ | ||
| content = request.data.get("content") | ||
| conversation_id = pk | ||
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| if not content: | ||
| return Response( | ||
| {"error": "content are required"}, | ||
| status=status.HTTP_400_BAD_REQUEST, | ||
| ) | ||
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| if not Conversation.objects.filter(conversation_id=pk).first(): | ||
| return Response( | ||
| {"error": "Conversation id doesn't exists!"} | ||
| ) | ||
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| messages = list(Conversation.objects.filter(conversation_id=conversation_id).values("role", "content").order_by('created_at')) | ||
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| messages.append({"role": "user", "content": content}) | ||
| Conversation.objects.create(conversation_id=conversation_id, role="user", content=content) | ||
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| assistant_response = get_openai_response(messages) | ||
| Conversation.objects.create(conversation_id=conversation_id, role="assistant", content=assistant_response) | ||
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| return Response( | ||
| {"assistant_response": assistant_response}, status=status.HTTP_201_CREATED | ||
| ) |
There was a problem hiding this comment.
Improve error handling and optimize database interactions.
- The error message "content are required" should be grammatically corrected to "Content is required."
- Consider optimizing the database interactions by reducing the number of calls, especially when checking for the existence of a conversation and appending messages.
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Actionable comments posted: 2
Outside diff range, codebase verification and nitpick comments (1)
apps/integration_helper/migrations/0002_conversation_workspace_id.py (1)
6-19: Ensure Handling of Existing Entries in Migration ScriptThe migration script adds a
workspace_idfield withpreserve_default=False, but there is no evidence of handling existing entries in the database. This could lead to issues with existing records. Consider implementing a data migration or script to update existing entries appropriately.Analysis chain
Migration script looks good, but ensure handling of existing entries.
The migration script correctly adds the
workspace_idfield to theconversationmodel. However, sincepreserve_default=Falseis set, ensure that existing database entries are handled appropriately during the migration process.Run the following script to verify the handling of existing entries:
Scripts executed
The following scripts were executed for the analysis:
Script:
#!/bin/bash # Description: Verify the handling of existing entries during the migration. # Test: Search for the migration handling script. Expect: Handling of existing entries. rg --type python -A 5 $'preserve_default=False'Length of output: 77
Script:
#!/bin/bash # Description: Verify the handling of existing entries during the migration. # Test: Search for the migration handling script. Expect: Handling of existing entries. rg --type py -A 5 $'preserve_default=False'Length of output: 1088
Script:
#!/bin/bash # Description: Search for data migration scripts or logic handling existing entries for the workspace_id field. # Look for any Python files that might contain logic for handling existing entries related to workspace_id. rg --type py 'workspace_id' -A 10Length of output: 177913
Review details
Configuration used: CodeRabbit UI
Review profile: CHILL
Files selected for processing (3)
- apps/integration_helper/migrations/0002_conversation_workspace_id.py (1 hunks)
- apps/integration_helper/models.py (1 hunks)
- apps/integration_helper/views.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
- apps/integration_helper/models.py
Additional context used
Ruff
apps/integration_helper/views.py
8-8:
fyle_accounting_mappings.models.DestinationAttributeimported but unusedRemove unused import:
fyle_accounting_mappings.models.DestinationAttribute(F401)
Additional comments not posted (1)
apps/integration_helper/views.py (1)
8-8: Remove unused import.The import
fyle_accounting_mappings.models.DestinationAttributeis not used in this file and should be removed to clean up the codebase.Tools
Ruff
8-8:
fyle_accounting_mappings.models.DestinationAttributeimported but unusedRemove unused import:
fyle_accounting_mappings.models.DestinationAttribute(F401)
apps/integration_helper/views.py
Outdated
| if not content: | ||
| return Response({"error": "content are required"}, status=status.HTTP_400_BAD_REQUEST) |
There was a problem hiding this comment.
Correct grammar in error messages.
The error message "content are required" should be grammatically corrected to "Content is required."
Apply this diff to correct the grammar:
-{"error": "content are required"}
+{"error": "Content is required"}Also applies to: 58-59
apps/integration_helper/views.py
Outdated
| conversation = Conversation.objects.create( | ||
| conversation_id=conversation_id, workspace_id=workspace_id, role='system', content=PROMPT | ||
| ) | ||
|
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| conversation = Conversation.objects.create( | ||
| conversation_id=conversation_id, workspace_id=workspace_id, role='user', content=content | ||
| ) |
There was a problem hiding this comment.
Optimize conversation creation.
The method creates multiple Conversation objects for the same conversation_id which seems redundant. Consider optimizing this by creating a single object or updating the existing one instead of creating multiple entries.
Apply this diff to optimize the conversation creation:
- conversation = Conversation.objects.create(
- conversation_id=conversation_id, workspace_id=workspace_id, role='system', content=PROMPT
- )
- conversation = Conversation.objects.create(
- conversation_id=conversation_id, workspace_id=workspace_id, role='user', content=content
- )
+ conversation = Conversation.objects.get_or_create(
+ conversation_id=conversation_id, workspace_id=workspace_id, defaults={'role': 'system', 'content': PROMPT}
+ )
+ Conversation.objects.get_or_create(
+ conversation_id=conversation_id, workspace_id=workspace_id, role='user', defaults={'content': content}
+ )Also applies to: 70-70
Shwetabhk
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Actionable comments posted: 1
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Files selected for processing (2)
- apps/integration_helper/urls.py (1 hunks)
- apps/integration_helper/views.py (1 hunks)
Files skipped from review as they are similar to previous changes (1)
- apps/integration_helper/urls.py
Additional context used
Ruff
apps/integration_helper/views.py
4-4:
rest_framework.decorators.actionimported but unusedRemove unused import:
rest_framework.decorators.action(F401)
Additional comments not posted (1)
apps/integration_helper/views.py (1)
68-93: LGTM!The method logic is correct, and the implementation is accurate.
apps/integration_helper/views.py
Outdated
| import uuid | ||
| from rest_framework import status, generics | ||
| from rest_framework.response import Response | ||
| from rest_framework.decorators import action |
There was a problem hiding this comment.
Remove unused import.
The import rest_framework.decorators.action is not used in this file and should be removed to clean up the codebase.
Apply this diff to remove the unused import:
-from rest_framework.decorators import actionCommittable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| from rest_framework.decorators import action |
Tools
Ruff
4-4:
rest_framework.decorators.actionimported but unusedRemove unused import:
rest_framework.decorators.action(F401)
Shwetabhk
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Ashutosh619-sudo
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Shwetabhk
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Summary by CodeRabbit
New Features
CoversationsViewclass for managing conversations, allowing users to create and delete conversations with an AI assistant.Bug Fixes
Documentation
Tests
Chores