II.
LibrarySkill overview
Reference · livelib-skill:ai-agents-conversational--rag-query-transformation
rag-query-transformation overview
Query expansion, HyDE, and multi-query generation for improved retrieval
Attributes
displayName
rag-query-transformation
description
Query expansion, HyDE, and multi-query generation for improved retrieval
libraryPath
library/specializations/ai-agents-conversational/skills/rag-query-transformation/SKILL.md
specialization
ai-agents-conversational
contentSummary
# RAG Query Transformation Skill
## Capabilities
- Implement query expansion techniques
- Configure Hypothetical Document Embeddings (HyDE)
- Set up multi-query generation
- Design query decomposition strategies
- Implement step-back prompting
- Configure query routing for specialized ind
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow2
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
- workflow:feature-development·Workflow
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:backend-engineer·RoleBackend Engineer
lib_requires_skill_area2
- skill-area:retrieval-augmented-generation·SkillAreaRetrieval-Augmented Generation
- skill-area:prompt-engineering·SkillAreaPrompt Engineering
Incoming edges
None.