Assessment: Pipeline

[vprashrex]

Summary

Target issue is #PLEASE_TYPE_ISSUE_NUMBER
Explain the motivation for making this change. What existing problem does the pull request solve?

Checklist

Before submitting a pull request, please ensure that you mark these task.

• Ran fastapi run --reload app/main.py or docker compose up in the repository root and test.
• If you've fixed a bug or added code that is tested and has test cases.

Notes

Please add here if any other information is required for the reviewer.

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ℹ️ Review info

⚙️ Run configuration

Configuration used: defaults

Review profile: CHILL

Plan: Pro

Run ID: ba744dbf-2f5c-4375-8900-3fe5ee544d59

📥 Commits

Reviewing files that changed from the base of the PR and between d7b3359 and d013150.

⛔ Files ignored due to path filters (1)

• backend/uv.lock is excluded by !**/*.lock

📒 Files selected for processing (31)

• .env.example
• .gitignore
• backend/app/alembic/versions/050_add_assessment_manager_table.py
• backend/app/api/main.py
• backend/app/api/permissions.py
• backend/app/api/routes/cron.py
• backend/app/api/routes/features.py
• backend/app/assessment/__init__.py
• backend/app/assessment/batch.py
• backend/app/assessment/cron.py
• backend/app/assessment/crud.py
• backend/app/assessment/dataset.py
• backend/app/assessment/events.py
• backend/app/assessment/mappers.py
• backend/app/assessment/models.py
• backend/app/assessment/processing.py
• backend/app/assessment/routes.py
• backend/app/assessment/service.py
• backend/app/assessment/utils/__init__.py
• backend/app/assessment/utils/export.py
• backend/app/assessment/utils/parsing.py
• backend/app/assessment/validators.py
• backend/app/core/config.py
• backend/app/core/feature_flags/__init__.py
• backend/app/core/feature_flags/client.py
• backend/app/core/feature_flags/context.py
• backend/app/main.py
• backend/app/models/__init__.py
• backend/app/models/batch_job.py
• backend/app/models/llm/request.py
• backend/pyproject.toml

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch feature/inquilab-v2

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