Great episode!
Understanding Graph Databases and Knowledge Graphs
Explanation of graph databases, their uses, and the concept of knowledge graphs.
1:05 - 5:12
Retrieval-Augmented Generation (RAG) Explained
Explanation of RAG, limitations of classical RAG, and benefits of graphs.
5:12
14:09
AI Agents in Enterprise Applications
Discussion on single vs multi-agent systems and their enterprise use cases.
14:09
23:35
Code Graphs for Enhanced Code Analysis
Overview of Faler DB's code graph concept for analyzing software dependencies.
23:35
32:11
Future Directions in Graph RAG Systems
Predictions on improvements in knowledge graph construction and retrieval.
32:17
37:06
Future Trends in AI Agents
Predictions on the evolution and capabilities of AI agents in enterprises.
37:06
41:04
Roadmap for Code Analysis with Code Graph
Future developments planned for code graph analysis by Faler DB.
41:04
45:33
Rapid Fire Round with Roy Lipman
Quick answers from Roy Lipman on key AI trends and challenges.
45:33
49:18
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