VUX World

Mikhail Burstev, Founder of Deep Pavlov, talks AI orchestration and LLMs

Aug 11, 2023

59:49

Creator website

AI Chapters

Episode notes

Introduction

3min

The Origins of Conversational AI

5min

Deep Power: A Framework for Building AI Assistants

3min

The Deep Parallel as a Framework

3min

The Importance of Having Synergy Between Agents and Users

4min

The Challenges of Amazon Alexa

4min

How to Use Intent-Based Routing to Improve Quality

4min

The Role of Orchestration in Agent Selection

3min

The Orchestration Layer Is a Proxy

2min

10.

The Importance of Large Language Models in NLP

4min

11.

Large Language Models for Intent Classification and Entity Extraction

2min

12.

The Benefits of Chatbots for Classification and Intent Recognition

4min

13.

The Best of Both Worlds in a Conversational Agent

3min

14.

The Future of Classifiers

2min

15.

How to Orchestrate Multiple Agents Within a Given Organization

6min

16.

The Future of Personal Assistants

4min

17.

The Future of Google Assistant

2min

18.

The Importance of Large Language Models in AI

3min

Mikhail Burstev is a seasoned AI practitioner and scientist. Founder of one of the most popular chatbot frameworks, Deep Pavlov, Mikhail has been knee deep into the AI space for many years. He joins me to share his thoughts on AI orchestration and Large Language Models.

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