Weaviate Podcast

Kapa AI with Emil Sorensen and Finn Bauer - Weaviate Podcast #50!


Listen Later

Hey everyone, thank you so much for watching the 50th (!!!) Weaviate Podcast with Emil Sorensen and Finn Bauer from Kapa AI! Are you curious about taking either your, or your company's, specific information and putting into a Vector DB + LLM system? Emil and Finn are doing this at the highest level, taking the documentation of software companies like Weaviate and building these LLM-augmetnted assistant systems for them. This podcast takes a complete tour from Data Ingestion to Cleaning, Chunking, LLM latency, and emerging trends in LLMs such as cheap fine-tuning with LoRA or Long Context Windows such as GPT-4 32K, MPT-7B 65K, or Anthropic Claude's 100k. I learned so much from speaking with Emil and Finn! Please let us know any questions you have or ideas you would like to discuss!

Check out Kapa here! https://www.kapa.ai/
Chapters
0:00 Welcome Emil and Finn!
0:42 Origin Story of Kapa
2:08 Data Ingestion
5:10 Data Cleaning
6:20 Slack / Discord / Forum Ingestion
9:05 Testing Models on Support QA
11:14 Selling Kapa to Weaviate and friends
12:37 Hallucinations in LLMs
14:06 Trends in Open-Source LLMs
15:20 Long Input LLMs (32K, 65K, 100K, …)
16:54 Retrieval-Augmentation for Long Input LLMs
18:08 Fine-Tuning LLMs
23:00 As much or as refined content as possible?
24:40 Adding Docs from Integrations
26:15 Generative Feedback Loops
29:00 What in AI excites you the most?

...more
View all episodesView all episodes
Download on the App Store

Weaviate PodcastBy Weaviate

  • 4
  • 4
  • 4
  • 4
  • 4

4

4 ratings


More shows like Weaviate Podcast

View all
This Week in Startups by Jason Calacanis

This Week in Startups

1,270 Listeners

Freakonomics Radio by Freakonomics Radio + Stitcher

Freakonomics Radio

31,896 Listeners

The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch by Harry Stebbings

The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch

507 Listeners

Hidden Brain by Hidden Brain, Shankar Vedantam

Hidden Brain

43,363 Listeners

Lage der Nation - der Politik-Podcast aus Berlin by Philip Banse & Ulf Buermeyer

Lage der Nation - der Politik-Podcast aus Berlin

244 Listeners

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

440 Listeners

The Daily by The New York Times

The Daily

111,077 Listeners

Y Combinator Startup Podcast by Y Combinator

Y Combinator Startup Podcast

207 Listeners

Practical AI by Practical AI LLC

Practical AI

188 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

8,756 Listeners

No Priors: Artificial Intelligence | Technology | Startups by Conviction

No Priors: Artificial Intelligence | Technology | Startups

129 Listeners

Unsupervised Learning by by Redpoint Ventures

Unsupervised Learning

39 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

72 Listeners

Interconnects by Nathan Lambert

Interconnects

10 Listeners

AI + a16z by a16z

AI + a16z

33 Listeners