Hey everyone! Thank you so much for watching the 71st Weaviate Podcast with Vibs Abhishek! Vibs is the CEO and Founder of Alltius AI, as well as a professor at UC Irvine business school! In order to tame the somewhat chaotic emerging landscape of RAG and LLM applications, Alltius has settled on 3 core pillars of Knowledge, Skills, and Deployment Channels! Vibs further explained how he sees the distinction between Assistants and Agents and many more topics important to Enterprise deployment of RAG applications such as reducing hallucinations and employing classifiers to route skills and knowledge sources! I learned so much from this conversation, I hope you enjoy the podcast!
Alltius KNO Plus Demo Video: https://www.loom.com/share/fcfe516b75ea4f069b1a8d6a3510fa4c?sid=5f43317f-c20b-4dd9-91d3-2cde993fd91f
Chapters
0:00 Welcome Vibs
0:22 Background
2:30 Alltius’ UI for Assistants
7:15 The Knowledge Pillar
12:05 SQL Router and Intent Management
14:10 Classifying a Pipeline / Skill
17:30 Flexibility of Zero-Shot versus Fine-Tuning
21:00 The Channels Pillar
23:00 Connecting the Warehouse / Lakehouse
24:50 Assistant versus Agent
28:30 MemGPT
31:25 Offline LLM Research
35:50 Multi-Agent Role-Playing Assistants
39:25 From Clicks to Conversations
44:10 CEO / Professor and Evolution of the Field
