Policy Retrieval AgentProject file 04 of 13
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04

Applied AI prototype

Internship take-home prototype · 2026

Bilingual HR Policy Retrieval Agent

Confident HR answers can still contradict policy or law.

Role
Independent prototype author

Explanatory illustration

Illustration of bilingual evidence retrieval and conflict escalation
Explanatory illustrationGenerated illustration; presentation only, not proof

Evidence decides whether the system answers

  1. QuestionEnglish or French
  2. Hybrid retrievalVector + BM25 + fusion
  3. Policy evidenceRanked sources
  4. Conflict checkPolicy and law
  5. Cited answerInspectable response
  6. Human reviewUncertain or conflicting
  • QuestionHybrid retrieval
  • Hybrid retrievalPolicy evidence
  • Policy evidenceConflict check
  • Conflict checksupportedCited answer
  • Conflict checkconflictHuman review

The work, in five lines

Problem
Confident HR answers can still contradict policy or law.
Owned
I built retrieval, citations, evaluation, and escalation.
Changed
Answers now expose sources or request human review.
Difficult
Evidence can conflict across English, French, policy, and law.
Verified
36 curated cases: Source, tests, and reports · 36 cases

Supporting artifacts

Public evaluation artifact

Public prototype benchmark summary
Public evaluation artifactLocal Talsom documentation verified against the public repository

Open the evidence

The public repository contains the source, tests, reports, screenshots, and three curated benchmark files totaling 36 cases.