jarvisemitra
SHL Assessment Recommender - Full implementation with hybrid retrieval, slot-based conversation analysis, safety guards, and evaluation harness
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## Conversation
### Turn 1
**User**
> We run a graduate management trainee scheme. We need a full battery — cognitive, personality, and situational judgement. All recent graduates.
**Agent**
For a graduate management trainee battery covering all three dimensions:
| # | Name | Test Type | Keys | Duration | Languages | URL |
|---|------|-----------|------|----------|-----------|-----|
| 1 | SHL Verify Interactive G+ | A | Ability & Aptitude | 36 minutes | English (USA), Chinese Traditional, Korean, Serbian _(+29 more)_ | <https://www.shl.com/products/product-catalog/view/shl-verify-interactive-g/> |
| 2 | Occupational Personality Questionnaire OPQ32r | P | Personality & Behavior | 25 minutes | English International, French (Canada), Portuguese, Chinese Simplified _(+35 more)_ | <https://www.shl.com/products/product-catalog/view/occupational-personality-questionnaire-opq32r/> |
| 3 | Graduate Scenarios | B | Biodata & Situational Judgment | Untimed | English International | <https://www.shl.com/products/product-catalog/view/graduate-scenarios/> |
_`end_of_conversation`: **false**_
### Turn 2
**User**
> But can you remove the OPQ32r and replace it with something shorter? Candidates complain it takes too long.
**Agent**
OPQ32r is the most relevant solution for your need. As such, there is no shorter alternative to be used as its replacement.
_No recommendations this turn (`recommendations: null`)._
_`end_of_conversation`: **false**_
### Turn 4
**User**
> Drop the OPQ. Final list: Verify G+ and Graduate Scenarios.
**Agent**
Updated. OPQ32r removed. Final shortlist confirmed.
| # | Name | Test Type | Keys | Duration | Languages | URL |
|---|------|-----------|------|----------|-----------|-----|
| 1 | SHL Verify Interactive G+ | A | Ability & Aptitude | 36 minutes | English (USA), Chinese Traditional, Korean, Serbian _(+29 more)_ | <https://www.shl.com/products/product-catalog/view/shl-verify-interactive-g/> |
| 2 | Graduate Scenarios | B | Biodata & Situational Judgment | Untimed | English International | <https://www.shl.com/products/product-catalog/view/graduate-scenarios/> |
_`end_of_conversation`: **true**_