II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--knowledge-base-qa
specializations/ai-agents-conversational/knowledge-base-qa overview
Knowledge Base QA Agent - Process for building question-answering agents over knowledge bases including document ingestion, retrieval strategies, answer generation, and citation handling.
Attributes
displayName
specializations/ai-agents-conversational/knowledge-base-qa
description
Knowledge Base QA Agent - Process for building question-answering agents over knowledge
bases including document ingestion, retrieval strategies, answer generation, and citation handling.
libraryPath
library/specializations/ai-agents-conversational/knowledge-base-qa.js
specialization
ai-agents-conversational
references
- - RAGAS: https://docs.ragas.io/
- - LlamaIndex: https://docs.llamaindex.ai/
- - Haystack: https://docs.haystack.deepset.ai/
example
const result = await orchestrate('specializations/ai-agents-conversational/knowledge-base-qa', {
agentName: 'docs-qa-agent',
knowledgeSources: ['./docs', './wiki'],
retrievalStrategy: 'hybrid'
});
usesAgents
- rag-architect
- kb-developer
- retrieval-developer
- qa-developer
- citation-developer
- feedback-developer
- evaluation-developer
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow1
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
Incoming edges
None.