feat: Implement PR-specific indexing and hybrid query support in RAG …

[rostilos]

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[rostilos]

/codecrow analyze

[rostilos]

/codecrow analyze

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⚠️ Code Analysis Results

Summary

Pull Request Review: feat: Implement PR-specific indexing and hybrid query support in RAG …

Status	PASS WITH WARNINGS
Risk Level	MEDIUM
Review Coverage	3 files analyzed in depth
Confidence	HIGH

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Executive Summary

This PR introduces PR-specific indexing and hybrid query capabilities by updating the multi-stage orchestrator and the RAG API. The implementation successfully addresses previous limitations regarding content indexing and API error handling for specialized queries. However, a potential risk exists regarding the synchronization of metadata schemas between the orchestrator and the retrieval API, which could impact query precision.

Recommendation

Decision: PASS WITH WARNINGS

The PR is architecturally sound and resolves several core logic issues. The "Pass with Warnings" status is issued due to a cross-file concern regarding metadata schema alignment; verify that metadata keys used for indexing in the orchestrator match the filtering keys expected by the RAG API before deployment.

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Issues Overview

Severity	Count
ℹ️ Info	1	Informational notes and suggestions
✅ Resolved	3	Resolved issues

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Analysis completed on 2026-01-29 22:24:52 | View Full Report | Pull Request

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📋 Detailed Issues (1)

ℹ️ Informational Notes

Id on Platform: 1633

Category: ✨ Best Practices

File: .../service/multi_stage_orchestrator.py

Issue: The TODO for custom project rules remains unaddressed in this diff.

💡 Suggested Fix

Implement a mechanism to load and apply project-specific analysis rules.

No suggested fix provided

View Issue Details

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Files Affected

• .../service/multi_stage_orchestrator.py: 3 issues
• .../api/api.py: 1 issue