Dev : Rag Treshold lookup + serverless code usage reporting

[alaa-eddine-k]

Dev : Rag Treshold lookup + serverless code usage reporting

Summary by CodeRabbit

• New Features
  • Added support for filtering data source results by a configurable score threshold.
  • Option to include score information in search results.
• Enhancements
  • Improved configuration options for data source lookups, allowing more control over returned results.

[coderabbitai]

Walkthrough

This update extends the DataSourceLookup component with new configuration options for score-based filtering and result formatting, and adjusts the ServerlessCode component to use a candidate abstraction when retrieving an agent's team. No changes were made to exported method signatures.

Changes

File(s)	Change Summary
packages/core/src/Components/DataSourceLookup.class.ts	Added optional scoreThreshold and includeScore to config schema; updated result filtering and formatting.
packages/core/src/Components/ServerlessCode.class.ts	Modified team retrieval to use AccessCandidate.agent(agent.id) abstraction instead of passing agent ID directly.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant DataSourceLookup
    participant VectorDB

    User->>DataSourceLookup: Invoke process(config)
    DataSourceLookup->>VectorDB: Search with query
    VectorDB-->>DataSourceLookup: Return results with scores
    DataSourceLookup->>DataSourceLookup: Filter results by scoreThreshold
    DataSourceLookup->>DataSourceLookup: Format results (includeScore/includeMetadata)
    DataSourceLookup-->>User: Return processed results

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sequenceDiagram
    participant ServerlessCode
    participant AccessCandidate
    participant AccountConnector

    ServerlessCode->>AccessCandidate: agent(agent.id)
    AccessCandidate-->>ServerlessCode: AccessCandidate instance
    ServerlessCode->>AccountConnector: getCandidateTeam(AccessCandidate)
    AccountConnector-->>ServerlessCode: Return team info

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Estimated code review effort

🎯 2 (Simple) | ⏱️ ~8 minutes

Possibly related PRs

• filter RAG search result based on score #57: Both PRs modify DataSourceLookup to add scoreThreshold and includeScore options, updating result filtering and formatting logic in a directly related manner.

Poem

In the code fields where data hops,
A rabbit tweaks the lookup crops.
Scores now filter, options bloom,
Agents wrapped in candidate costume.
With each review, the garden grows,
As clever paws refine the flows.
🐇✨

Note

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📜 Recent review details

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

📥 Commits

Reviewing files that changed from the base of the PR and between 947a5df and d15e2c8.

📒 Files selected for processing (2)

• packages/core/src/Components/DataSourceLookup.class.ts (4 hunks)
• packages/core/src/Components/ServerlessCode.class.ts (2 hunks)

🧰 Additional context used

📓 Path-based instructions (1)

**/*.class.ts

📄 CodeRabbit Inference Engine (.cursor/rules/sre-ai-rules.mdc)

Use the .class.ts file extension for classes and connectors/managers

Files:

• packages/core/src/Components/ServerlessCode.class.ts
• packages/core/src/Components/DataSourceLookup.class.ts

🧠 Learnings (2)

📓 Common learnings

Learnt from: forhad-hosain
PR: SmythOS/sre#57
File: packages/core/src/Components/DataSourceLookup.class.ts:72-72
Timestamp: 2025-07-21T18:49:56.373Z
Learning: In DataSourceLookup.class.ts, the results array type annotation uses a union type because the map function at line 103 conditionally returns either a string (result.content) or an object (transformedResult) based on the includeMetadata and includeScore configuration flags.

packages/core/src/Components/DataSourceLookup.class.ts (1)

Learnt from: forhad-hosain
PR: #57
File: packages/core/src/Components/DataSourceLookup.class.ts:72-72
Timestamp: 2025-07-21T18:49:56.373Z
Learning: In DataSourceLookup.class.ts, the results array type annotation uses a union type because the map function at line 103 conditionally returns either a string (result.content) or an object (transformedResult) based on the includeMetadata and includeScore configuration flags.

🔇 Additional comments (8)

packages/core/src/Components/ServerlessCode.class.ts (2)

7-7: LGTM: Proper import for access control abstraction.

The import of AccessCandidate is correctly added to support the enhanced access control pattern used later in the file.

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100-100: LGTM: Enhanced access control abstraction for team retrieval.

The change from direct agent.id to AccessCandidate.agent(agent.id) properly implements the access control abstraction layer while maintaining the same functionality. This aligns with the PR objective of improving serverless code usage reporting.

packages/core/src/Components/DataSourceLookup.class.ts (6)

32-33: LGTM: Well-structured configuration schema additions.

The new scoreThreshold and includeScore parameters are properly typed and labeled, enhancing the component's filtering and output capabilities as per the PR objectives.

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58-60: LGTM: Sensible default values for backward compatibility.

The default values are well-chosen:

• scoreThreshold: 0.001 maintains backward compatibility by allowing most results through
• includeScore: false preserves existing behavior when not explicitly enabled

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72-72: LGTM: Updated type annotation reflects new structure.

The type annotation correctly includes the optional score property, maintaining the union type pattern as noted in the retrieved learning. This supports both string content and enriched objects with metadata and score.

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79-84: LGTM: Proper score property extraction.

The mapping correctly extracts the score property from the search response, making it available for filtering and optional inclusion in results.

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85-85: LGTM: Effective score-based filtering implementation.

The filtering logic correctly applies the threshold to exclude results with scores below the configured minimum, implementing the "Rag Threshold lookup" feature mentioned in the PR objectives.

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87-104: LGTM: Comprehensive result transformation logic.

The refactored transformation logic elegantly handles all combinations of includeMetadata and includeScore flags:

• Maintains backward compatibility by returning content strings when both flags are false
• Properly constructs enriched objects when either flag is true
• Preserves the union type behavior noted in the retrieved learning
• Handles metadata parsing correctly including legacy support

The logic is clean and maintainable.

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