Weaviate Podcast

LangChain and Weaviate with Harrison Chase and Bob van Luijt - Weaviate Podcast #36


Listen Later

Hey everyone! Thank you so much for watching the 36th episode of the Weaviate podcast! This episode continues on the marriage between LLMs and Semantic Search, welcoming back Weaviate CEO and Co-Founder Bob van Luijt! Enter LangChain and its creator, Harrison Chase, providing the glue between LLMs and tools, such as semantic search. LangChain provides a set of abstractions around chaining multiple language model calls with different prompts, strategies for overcoming the 4096 token limit, and connecting LLMs with their tools. LangChain Hub is a collection of these chains if you want to check it out yourself! Huge thank you to Harrison and Bob for joining the podcast, this was such an information packed podcast with some great predictions for the future of LLMs + Vector Databases!  


Check out LangChain here! https://langchain.readthedocs.io/en/latest/


Chapters

0:00 Welcome

0:14 Origin Story of LangChain
1:27 What are LLM Chains?
4:00 Adding Weaviate Search
7:30 LLM Orchestration and Tool Use
11:24 Extension to Multi-Modal
14:00 Natural Language Interaction with Software
20:36 Will Prompt Engineering Last?
21:00 More on Tool Use
25:47 Favorite Prompts
29:54 Temperature in LLMs
31:00 Reasoning and Knowledge
32:50 LLM as Router
35:50 Model Diversity
39:45 No GPUs before PMF
41:35 Virality of LangChain
43:40 Future of LangChain

...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