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feat/fix: replaced DeepSeek with Gemini-Flash API #141

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merged 2 commits into from
Feb 10, 2025

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LazarusAA
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@LazarusAA LazarusAA commented Feb 8, 2025

PR Description:

  • Replaced the DeepSeek integration with Gemini 2.0 Flash API for generating ideological analysis.
  • Updated the prompt to a new detailed, plain-text template that meets the specified structure and style requirements.
  • Maintained input validation and error handling while ensuring the payload matches Gemini’s expected format.
  • These changes improve consistency with project requirements and enhance integration with Gemini 2.0 Flash.

Summary by CodeRabbit

  • Refactor
    • Removed the previous endpoint used for ideological analysis.
  • New Features
    • Introduced an enhanced endpoint for analyzing scores with robust input validation and improved error handling, ensuring more reliable analysis feedback.

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coderabbitai bot commented Feb 8, 2025

Walkthrough

The changes remove an existing API endpoint and introduce a new one. The deleted endpoint was responsible for processing POST requests with ideological scores, validating inputs, constructing a prompt, and calling an external DeepSeek API. The new endpoint, now located in a different path, processes similar POST requests but interacts with the Gemini API. It includes TypeScript interfaces for structured data, retrieves an API key from environment variables, and implements detailed validation, prompt construction, and error handling.

Changes

File(s) Change Summary
frontend/.../deepseek/route.ts (deleted) Removed legacy API endpoint that validated ideology scores, built a prompt for the DeepSeek API, performed an external API call, and handled related errors.
frontend/.../gemini-flash/route.ts (new) Added new API endpoint that validates ideology scores using TypeScript interfaces, constructs a detailed prompt for the Gemini API, retrieves configuration from environment variables, makes an external POST request, and processes the response with comprehensive error handling.

Sequence Diagram(s)

sequenceDiagram
    participant Client
    participant APIServer as Gemini API Endpoint
    participant GeminiAPI as Gemini API

    Client->>APIServer: POST ideological scores
    APIServer->>APIServer: Validate JSON payload and construct prompt
    APIServer->>GeminiAPI: POST prompt and API key
    GeminiAPI-->>APIServer: Return analysis result
    APIServer->>Client: Respond with analysis data
Loading

Poem

Hi, I'm a coding bunny on the run,
Hoping through changes under the sun.
DeepSeek hopped away without a trace,
Now Gemini brings a brand new pace.
With validations crisp and prompts so neat,
I munch on code carrots—oh, what a treat!

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  • 📝 Generate Docstrings (Beta)

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@bitfalt bitfalt marked this pull request as ready for review February 10, 2025 17:31
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Actionable comments posted: 0

🧹 Nitpick comments (3)
frontend/src/app/api/gemini-flash/route.ts (3)

33-38: Consider returning field-specific error messages
When multiple fields are missing, returning a single error can obscure which fields need correction. Returning a structured error detailing each missing or invalid field could improve user feedback.


51-91: Extract the prompt into a separate, well-labeled file or utility
Storing this lengthy prompt in a separate file or dedicated helper function would boost maintainability, making it easier to update the prompt text without editing core logic.


132-139: Add unit tests for success and error scenarios
Consider adding tests that mock the Gemini API and validate the response handling logic. This will help ensure robust coverage of both happy and failure paths.

Do you want me to generate a sample unit test to illustrate this approach?

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL
Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 31fca25 and 93af4a5.

📒 Files selected for processing (2)
  • frontend/src/app/api/deepseek/route.ts (0 hunks)
  • frontend/src/app/api/gemini-flash/route.ts (1 hunks)
💤 Files with no reviewable changes (1)
  • frontend/src/app/api/deepseek/route.ts
🔇 Additional comments (2)
frontend/src/app/api/gemini-flash/route.ts (2)

4-9: Good use of strongly typed interface for ideology scores
The interface explicitly defines the required numeric fields, promoting clarity regarding the expected input structure.


94-96: Verify environment variable consistency
Ensure that GEMINI_API_KEY is properly configured and available in all deployment environments so requests to the Gemini API won’t fail.

✅ Verification successful

🏁 Script executed:

#!/bin/bash
# Description: Verify references to GEMINI_API_KEY in the codebase and ensure it is set correctly
rg 'GEMINI_API_KEY'
printenv | grep GEMINI_API_KEY

Length of output: 348


Environment variable usage is consistent in the code
The search confirms that the only reference to GEMINI_API_KEY is in frontend/src/app/api/gemini-flash/route.ts where it’s properly validated. The script output indicates that the code correctly checks for the variable, and the absence of a value in the local test is likely due to the sandbox environment rather than an issue in the code itself. Just ensure that your deployment configurations supply a valid value for GEMINI_API_KEY so that runtime errors are avoided.

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@evgongora evgongora left a comment

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All good!

@evgongora evgongora merged commit fdbf19b into MindVault-Inc:main Feb 10, 2025
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2 participants