SkillLLMsv1.0

Multi-Index Retrieval

by AaaS · open-source · Last verified 2026-03-01

Routes queries to the most relevant vector index or knowledge source from a collection of specialized indexes. Enables agents to search across multiple domains, document types, or data sources with automatic index selection and result merging.

https://aaas.blog/skill/multi-index-retrieval ↗

C—Below Average

Adoption: CQuality: B+Freshness: B+Citations: CEngagement: F

Specifications

License: MIT
Pricing: open-source
Capabilities: index-routing, multi-source-search, result-merging, query-classification
Integrations: pinecone, langchain, llama-index, weaviate
Use Cases: multi-domain-search, enterprise-knowledge-management, cross-department-qa, federated-search
API Available: No
Difficulty: advanced
Prerequisites: rag-retrieval, semantic-search
Supported Agents: claude-code
Tags: rag, multi-index, retrieval, routing, knowledge-management
Added: 2026-03-17
Completeness: 100%

Index Score

45.4

Adoption

Quality

Freshness

Citations

Engagement

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