II.
LibrarySkill overview
Reference · livelib-skill:ai-agents-conversational--langchain-retriever
langchain-retriever overview
LangChain retriever implementation with various retrieval strategies for RAG applications
Attributes
displayName
langchain-retriever
description
LangChain retriever implementation with various retrieval strategies for RAG applications
libraryPath
library/specializations/ai-agents-conversational/skills/langchain-retriever/SKILL.md
specialization
ai-agents-conversational
contentSummary
# LangChain Retriever Skill
## Capabilities
- Implement various LangChain retriever types
- Configure vector store retrievers
- Set up multi-query retrievers for improved recall
- Implement contextual compression retrievers
- Design ensemble retrievers combining multiple strategies
- Conf
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:search-indexing·SkillAreaSearch and Indexing
Incoming edges
None.