#1 Harrison Chase: LangChain and The Future of LLM Applications | Alejandro AO

Alejandro AO ยท Intermediate ยท๐Ÿง  Large Language Models ยท2y ago
Links ๐Ÿ’ฌ Join the Discord Help Server: https://link.alejandro-ao.com/HrFKZn โค๏ธ Support me (thanks): https://link.alejandro-ao.com/l83gNq โœ‰๏ธ Get the Newsletter: https://link.alejandro-ao.com/AIIguB LangChain and its ecosystem 0:00 Introduction 1:48 What is LangChain? 3:44 Form Python package to a company 4:55 New tools and changes in LangChain 5:38 The origin of LangChain 6:33 Changes in the Generative AI world in the past year 8:33 What is Query Analysis? 10:10 Most interesting projects using LangChain 13:38 Projects are getting to production 15:36 Main challenges of taking LLM apps to produโ€ฆ
Watch on YouTube โ†— (saves to browser)

Chapters (35)

Introduction
1:48 What is LangChain?
3:44 Form Python package to a company
4:55 New tools and changes in LangChain
5:38 The origin of LangChain
6:33 Changes in the Generative AI world in the past year
8:33 What is Query Analysis?
10:10 Most interesting projects using LangChain
13:38 Projects are getting to production
15:36 Main challenges of taking LLM apps to production
18:30 What is LangSmith?
19:17 How is LangSmith different from its competitors?
21:49 Favorite integrations with LangChain
23:41 Most popular tools to use with LLMs
25:40 Main use cases of LangChain
27:25 What is RAG?
29:40 Common UIs for LLM apps
31:15 What does your career path look like?
34:33 Did your degree prepare you for the AI industry?
35:11 What is an AI Engineer?
36:24 Is a Computer Science degree necessary?
37:23 Where can I study to become an AI Engineer?
38:57 Who are your mentors?
41:20 Advice to start your own AI company
43:18 Starting off with a tweet
44:48 Turning open source into business
48:21 What do you see int he future generative AI?
49:33 Long term memory in LLMs
53:44 Open source models in the industry
55:43 Safety concerns with autonomous agents
58:11 Harrison's position on regulation
59:48 New LangChain projects coming soon
1:00:54 What new projects in the AI world are you most excited about?
1:01:32 Will RAG die with long-context LLMs?
1:03:08 Extra comments, end.

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