New AI Pipelines Autonomously Synthesize Comprehensive Answers from Diverse Data Sources
Summary
Cutting-edge AI pipelines autonomously synthesize comprehensive answers from diverse data sources, with agentic RAG introducing autonomous agents that independently process documents, coordinate responses, and dynamically adapt strategies, enabling advanced capabilities across heterogeneous data.
Key Points
- Native RAG pipelines embed queries, retrieve relevant information from databases, rerank results, and generate responses using large language models
- Agentic RAG introduces autonomous agents that independently process documents, coordinate to synthesize comprehensive answers, and dynamically adapt strategies
- Agentic RAG enables advanced capabilities like multi-document comparison, decision support, automated workflows, and complex audits across heterogeneous data sources