Targeted RAG
by AaaS · open-source · Last verified 2026-03-28
Performs retrieval-augmented generation scoped to a specific employee's context — their benefits tier, tenure, family status, and location. Unlike generic document search, this skill pre-filters the retrieval corpus to only policy sections applicable to the individual, eliminating hallucinated answers from irrelevant plan tiers.
https://aaas.blog/skill/targeted-rag ↗C
C—Below Average
Adoption: C+Quality: AFreshness: A+Citations: CEngagement: F
Specifications
- License
- MIT
- Pricing
- open-source
- Capabilities
- context-scoped-retrieval, tier-filtering, source-citation, hallucination-prevention, multi-document-search
- Integrations
- hris-systems, document-stores, pinecone
- Use Cases
- benefits-qa, policy-interpretation, compliance-explanation
- API Available
- No
- Difficulty
- advanced
- Prerequisites
- knowledge-retrieval
- Supported Agents
- uc-benefits-advisor
- Tags
- rag, retrieval, policy, benefits, context-aware
- Added
- 2026-03-28
- Completeness
- 100%
Index Score
49.4Adoption
56
Quality
82
Freshness
90
Citations
48
Engagement
0