The 2024 State of RAG

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Our Agentic Future

TrustGraph

6 episodes

5 days ago

AI is shifting the paradigm of how humans interact with software. Now, the user can "talk" directly to the software as that same software decides to do next. In this podcast series, TrustGraph explores the challenges of designing these systems, how they will impact our lives, and how they will evolve. 🔗 TrustGraph Links: ➡️ GitHub: https://github.com/trustgraph-ai/trustgraph ➡️ TrustGraph Config UI: https://config-ui.demo.trustgraph.ai/ ➡️ Website: https://trustgraph.ai/ ➡️ Discord: https://discord.gg/sQMwkRz5GX ➡️ Blog: https://blog.trustgraph.ai ➡️ LinkedIn: https://www.linkedin.com/compan

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The 2024 State of RAG

Our Agentic Future

1 hour 1 minute 43 seconds

11 months ago

The 2024 State of RAG

Daniel Davis of TrustGraph and Kirk Marple from Graphlit discuss the 2024 state of RAG. Whether it's RAG, GraphRAG, or HybridRAG, a lot has changed since the term has become ubiquitous in AI. Where are we, where are we going, and where should be going are all answered in this discussion. 00:00 00:20 Introductions 04:10 The Term "RAG" Itself 06:20 Long Context Windows 08:10 Claude 3.5 Haiku 11:20 LLM Pricing Variance 14:11 What Happened to Claude 3 Opus? 19:03 AI Maturity 23:22 What is AGI? 26:40 Entity Extraction with LLMs 32:18 RDF? Cypher? Something else? 36:36 Why so many new GraphDBs and VectorDBs? 42:23 Reinventing the Wheel 42:48 "You Don't Need LangChain" 44:20 How to Promote Emerging Projects 46:53 "Hype Matters" 49:15 Where is RAG 1 Year from Now 54:09 Should AI Model Itself on Human Cognition? 58:45 The DARPA MUC AI Conferences 🔗 Graphlit Links: ➡️ Website: https://graphlit.com 🔗 Kirk's Links: ➡️ Twitter: https://x.com/kirkmarple 🔗 Daniel's Links: ➡️ Twitter: https://x.com/trustspooky 🔗 TrustGraph Links: ➡️ GitHub: https://github.com/trustgraph-ai/trustgraph ➡️ TrustGraph Config UI: https://config-ui.demo.trustgraph.ai/ ➡️ Website: https://trustgraph.ai/ ➡️ Discord: https://discord.gg/sQMwkRz5GX ➡️ Blog: https://blog.trustgraph.ai ➡️ LinkedIn: https://www.linkedin.com/company/trustgraph/