Uploaded March 2024 | Updated September 2026, 1 hour ago
Hey everyone! Thank you so much for watching the 92nd episode of the Weaviate podcast! I've seen a lot of interest around RAG for X application domain, Legal, Accounting, Healthcare, .... David and Kevin are maybe the best example of this I have seen so far, pivoting from Neum AI to VetRec!
We begin the podcast by discussing the decision to switch gears, the advice given by Y Combinator, and David's experience in learning a new application domain.
We then continue to discuss technical opportunities around RAG for Veterinarians, such as SOAP notes and Differential Diagnosis!
We conclude with David's thoughts on the ETL space, companies like Unstructured and LlamaIndex's LlamaParse, advice for specific focus in ETL, and general discussions of ETL for Vector DBs / KGs / SQL.
David and Kevin have been two of my favorite entrepreneurs I've met during my time at Weaviate! They do an amazing job of writing content that helps you live vicariously through them as they take on this opportunity to apply RAG and AI technologies to help Veterinarians!
I really hope you enjoy the podcast!
Learn more about VetRec here! vetrec.io
Some of the blogs discussed such as using AI for SOAP notes can be found here! vetrec.io/blog
David de Matheu on X: twitter.com/ddematheu
Kevin Cohen on X: twitter.com/kevin_neum
Differential Diagnosis: my.clevelandclinic.org/health/diagnostics/22327-differential-diagnosis
Chapters
0:00 Welcome David!
0:45 NeumAI to VetRec
3:06 Developing Domain Expertise
7:24 Y Combinator Experience
17:43 Identifying Workflows and DSPy
21:20 Microservice design in Compound AI Systems
29:55 Agents
32:20 UI Design in LLM Systems
34:33 ETL for LLMs, market perspectives
41:55 Advice for ETL niches
46:20 ETL for Vector DBs, Knowledge Graphs, and RDBMS
55:12 Future Directions for AI
Hey everyone! Thank you so much for watching the 92nd episode of the Weaviate podcast! I've seen a lot of interest around RAG for X application domain, Legal, Accounting, Healthcare, .... David and Kevin are maybe the best example of this I have seen so far, pivoting from Neum AI to VetRec!
We begin the podcast by discussing the decision to switch gears, the advice given by Y Combinator, and David's experience in learning a new application domain.
We then continue to discuss technical opportunities around RAG for Veterinarians, such as SOAP notes and Differential Diagnosis!
We conclude with David's thoughts on the ETL space, companies like Unstructured and LlamaIndex's LlamaParse, advice for specific focus in ETL, and general discussions of ETL for Vector DBs / KGs / SQL.
David and Kevin have been two of my favorite entrepreneurs I've met during my time at Weaviate! They do an amazing job of writing content that helps you live vicariously through them as they take on this opportunity to apply RAG and AI technologies to help Veterinarians!
I really hope you enjoy the podcast!
Learn more about VetRec here! vetrec.io
Some of the blogs discussed such as using AI for SOAP notes can be found here! vetrec.io/blog
David de Matheu on X: twitter.com/ddematheu
Kevin Cohen on X: twitter.com/kevin_neum
Differential Diagnosis: my.clevelandclinic.org/health/diagnostics/22327-differential-diagnosis
Chapters
0:00 Welcome David!
0:45 NeumAI to VetRec
3:06 Developing Domain Expertise
7:24 Y Combinator Experience
17:43 Identifying Workflows and DSPy
21:20 Microservice design in Compound AI Systems
29:55 Agents
32:20 UI Design in LLM Systems
34:33 ETL for LLMs, market perspectives
41:55 Advice for ETL niches
46:20 ETL for Vector DBs, Knowledge Graphs, and RDBMS
55:12 Future Directions for AI
