Spotlight api #109
Spotlight api #109
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Important Review skippedAuto reviews are disabled on base/target branches other than the default branch. Please check the settings in the CodeRabbit UI or the You can disable this status message by setting the WalkthroughThe pull request introduces a new Django application named "spotlight," which includes various components such as models, views, serializers, and services. Key features include the implementation of a Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant QueryView
participant QueryService
participant LLM
participant Database
User->>QueryView: POST /query
QueryView->>QueryService: get_suggestions(user_query)
QueryService->>LLM: get_openai_response(system_prompt)
LLM-->>QueryService: AI response
QueryService->>Database: Create new Query instance
Database-->>QueryService: Confirmation
QueryService-->>QueryView: Return suggestions
QueryView-->>User: JSON response with suggestions
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Actionable comments posted: 2
Outside diff range, codebase verification and nitpick comments (6)
apps/spotlight/models.py (1)
9-23: LGTM!The
Querymodel is well-defined with appropriate fields, help texts, and foreign key relationships.Consider adding an index on the
workspace_idfield if you anticipate a high volume of queries filtering by this field. This can improve the query performance.You can add the index by modifying the field definition like this:
workspace_id = models.IntegerField(help_text="Workspace id of the organization", db_index=True)requirements.txt (1)
1-3: LGTM!The new dependencies,
boto3andopenai, are added correctly and pinned to specific versions, which is a good practice.Consider adding a brief comment above each dependency or group of dependencies to indicate their purpose. This can make the
requirements.txtfile more maintainable and easier to understand for other developers.For example:
# AWS SDK for Python boto3==1.35.14 # OpenAI API client openai==1.44.0apps/spotlight/views.py (2)
31-55: LGTM, but use dynamic filter values.The changes are approved.
However, the
filtersdictionary is hardcoded withworkspace_idanduser_idvalues. Instead, use dynamic values based on the authenticated user and workspace to ensure that the correct queries are returned for each user and workspace.
58-71: LGTM, but use dynamicworkspace_idanduser_idvalues.The changes are approved.
However, the
workspace_idanduser_idvalues are hardcoded when creating a newQuery. Instead, use dynamic values based on the authenticated user and workspace to ensure that the query is associated with the correct user and workspace.apps/spotlight/llm.py (2)
29-51: LGTM, but update the exception raising syntax.The changes are approved.
However, the static analysis tool Ruff suggests using
raise ... from errorraise ... from Noneto distinguish the exception from errors in exception handling.Apply this diff to update the exception raising syntax:
- except (openai.OpenAIError, json.JSONDecodeError) as e: - raise Exception(message=str(e)) + except (openai.OpenAIError, json.JSONDecodeError) as err: + raise Exception(message=str(err)) from errTools
Ruff
51-51: Within an
exceptclause, raise exceptions withraise ... from errorraise ... from Noneto distinguish them from errors in exception handling(B904)
55-96: LGTM, but raise an exception instead of printing the error.The changes are approved.
However, the function prints the error if there is a JSON decoding error. Instead, raise an exception to propagate the error to the calling code and handle it appropriately.
Apply this diff to raise an exception instead of printing the error:
- except json.JSONDecodeError as e: - print(e) + except json.JSONDecodeError as err: + raise Exception(message=str(err)) from err
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Files selected for processing (16)
- apps/spotlight/admin.py (1 hunks)
- apps/spotlight/apps.py (1 hunks)
- apps/spotlight/llm.py (1 hunks)
- apps/spotlight/migrations/0001_initial.py (1 hunks)
- apps/spotlight/models.py (1 hunks)
- apps/spotlight/prompts/spotlight_prompt.py (1 hunks)
- apps/spotlight/prompts/support_genie.py (1 hunks)
- apps/spotlight/serializers.py (1 hunks)
- apps/spotlight/service.py (1 hunks)
- apps/spotlight/tests.py (1 hunks)
- apps/spotlight/urls.py (1 hunks)
- apps/spotlight/views.py (1 hunks)
- docker-compose.yml.template (1 hunks)
- quickbooks_desktop_api/settings.py (2 hunks)
- quickbooks_desktop_api/urls.py (1 hunks)
- requirements.txt (1 hunks)
Files skipped from review due to trivial changes (2)
- apps/spotlight/apps.py
- apps/spotlight/prompts/support_genie.py
Additional context used
Ruff
apps/spotlight/tests.py
1-1:
django.test.TestCaseimported but unusedRemove unused import:
django.test.TestCase(F401)
apps/spotlight/admin.py
1-1:
django.contrib.adminimported but unusedRemove unused import:
django.contrib.admin(F401)
apps/spotlight/llm.py
51-51: Within an
exceptclause, raise exceptions withraise ... from errorraise ... from Noneto distinguish them from errors in exception handling(B904)
Additional comments not posted (10)
apps/spotlight/serializers.py (1)
1-9: LGTM!The
QuerySerializerlooks good and serializes thequeryfield from theQuerymodel.quickbooks_desktop_api/urls.py (1)
22-22: LGTM!The new URL pattern for the
/api/spotlight/path is added correctly and follows the existing pattern of mapping API paths to their respective app's URLs module.apps/spotlight/urls.py (1)
1-24: LGTM!The code changes are approved.
apps/spotlight/migrations/0001_initial.py (1)
1-32: LGTM!The code changes are approved.
apps/spotlight/service.py (2)
7-36: LGTM!The code changes are approved.
38-44: LGTM!The code changes are approved.
docker-compose.yml.template (1)
28-32: Reminder: Populate the environment variable values before deployment.The following environment variables have been added with empty values:
AWS_REGIONAWS_ACCESS_KEY_IDAWS_SECRET_ACCESS_KEYOPENAI_API_KEYKNOWLEDGE_BASE_IDEnsure that these values are populated with the correct credentials before deploying the application. Do not commit the populated values to version control.
quickbooks_desktop_api/settings.py (2)
62-63: LGTM!The addition of the
spotlightandmappingsapps toINSTALLED_APPSis necessary for Django to recognize and use these newly created apps.
109-115: Verify the impact and reasoning for commenting out the authentication and permission settings.The
DEFAULT_PERMISSION_CLASSESandDEFAULT_AUTHENTICATION_CLASSESsettings inREST_FRAMEWORKhave been commented out. This change might have implications on the API's security and access control.Please verify the following:
- What is the reason for commenting out these settings?
- How will authentication and permissions be handled after this change?
- Have the potential security risks been considered and addressed?
apps/spotlight/prompts/spotlight_prompt.py (1)
1-408: LGTM!The
PROMPTstring is a well-structured and comprehensive prompt template for the AI assistant. Here are some positive aspects:
- The prompt provides clear instructions for the assistant to interpret user queries and provide relevant suggestions in a JSON format.
- It includes a range of predefined actions, navigations, and help suggestions covering relevant topics related to expense management and integrations.
- The examples provided are helpful in guiding the assistant's responses based on different types of user queries.
- The JSON format specified for the output ensures a consistent and machine-readable structure for the suggestions.
Overall, the prompt template is well-designed and should effectively guide the AI assistant in providing helpful suggestions to users.
Comments failed to post (2)
apps/spotlight/tests.py (1)
1-3: Remove the unused import and add tests.
The file imports
TestCasefromdjango.testbut does not use it.Remove the unused import:
-from django.test import TestCase - -# Create your tests here. +# Create your tests here.Also, consider adding tests for the
spotlightapp to ensure it functions as expected.Do you want me to generate the test code or open a GitHub issue to track this task?
Committable suggestion was skipped due to low confidence.
Tools
Ruff
1-1:
django.test.TestCaseimported but unusedRemove unused import:
django.test.TestCase(F401)
apps/spotlight/admin.py (1)
1-3: Remove the unused import.
The file imports
adminfromdjango.contribbut does not use it.Remove the unused import:
-from django.contrib import admin - -# Register your models here. +# Register your models here.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.# Register your models here.Tools
Ruff
1-1:
django.contrib.adminimported but unusedRemove unused import:
django.contrib.admin(F401)
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Summary by CodeRabbit
New Features
Querymodel to store user queries in the database.Bug Fixes
Documentation
Chores