Weaviate Podcast
Weaviate Podcast
Weaviate
Ethan Steininger on Mixpeek and the AI Landscape - Weaviate Podcast #42!
1 hour 22 minutes Posted Apr 5, 2023 at 3:44 pm.
Welcome Ethan Steininger!
Entry into Search from MongoDB
Founding Vision of Mixpeek
Data Ingestion
ChatGPT Plugins
Paradigm shift in Coding with GPT-4
Alpaca Models
Tuning LLMs with Retrieval
Adding Structure to Code Repo Search
Re-Ranking / Learning-to-Rank
AGI Monopoly
Hybrid Search! Zero-Shot + BM25
Open-Source Business
Serverless GPUs
Ethan’s Advice for Stress Management
Existential AI Fear
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1:22:54
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Show notes
Thank you so much for watching the 42nd episode of the Weaviate Podcast! Ethan Steininger is the founder of Mixpeek, an intelligence layer that sits on top of your S3 bucket, so you can search and analyze unstructured data at scale. Ethan has also created Collie with the headline of "Enter your website and Collie will fetch every asset, then give you an embedded search bar that wows your users". Ethan began the podcast by describing his background at MongoDB and integrating the database with full text search functionality. Ethan then presented the founding vision of Mixpeek and some of the most outstanding problems with adapting the latest AI technologies to solve business problems. This lead us to discuss a massive range of topics around the AI landscape from the Llama / Alpaca models to ChatGPT Plugins, the paradigm shift in coding and serverless GPUs. I really enjoyed speaking with Ethan about all these things, I hope you enjoy listening! We would more than happy to discuss any ideas you have with you or answer any questions, thanks again for watching!
Chapters
Links:
Mixpeek - https://mixpeek.com/
Collie - https://collie.ai/
An Open-Source, Personalized Generative Model Framework - https://esteininger.medium.com/an-open-source-personalized-generative-model-framework-6df865de51bf
Teaching GPT-4 to write code from research papers - https://esteininger.medium.com/teaching-gpt-4-to-write-code-from-research-papers-889a880fb4f0
The Need for an AI Content Verification Layer - https://esteininger.medium.com/the-need-for-an-ai-content-verification-layer-10be9379b354
Building the ML Stack of the Future - https://esteininger.medium.com/building-the-ml-stack-of-the-future-d66c8a8b566a
Vertical Integration is Key to Winning the AI Race - https://esteininger.medium.com/vertical-integration-is-key-to-winning-the-ai-race-44c8e4bd3b30