Try LangChain
Build AI Pipelines with Python and LLMs
Learn how to use LangChain with Python, Jupyter, Upstash Vector, Redis, and more.
Unlock the future of software engineering with our cutting-edge course on AI-powered applications. This comprehensive program will transform you into a skilled AI developer, equipping you with the tools and knowledge to create sophisticated, intelligent software solutions.
What You'll Learn:
- Harness the power of language models with LangChain
- Leverage vector embeddings for advanced data processing
- Design and implement intelligent chatbots
- Create robust APIs for AI-driven applications
- Implement ironclad security measures for AI systems
Tools You'll Master:
- OpenAI's state-of-the-art models for LLMs and embeddings
- Upstash Vector Database for fast and efficient embedding data storage and retrivial
- FastAPI for high-performance, yet simple, backend development
- Upstash Redis for lightning-fast rate limiting and activity tracking
From foundational concepts to advanced techniques, this course offers a hands-on journey through the AI development landscape. You'll gain practical experience building real-world applications, ensuring you're ready to tackle the challenges of modern AI-driven software development.
Join us and position yourself at the forefront of the AI revolution.
Your future in AI app development starts here. Get started now and for free thanks to our partner Upstash.
🖥️ Code
Lessons
1
Welcome
2:38
2
Demo
5:05
3
Tool Overview
4:08
4
Project Setup
6:01
5
OpenAI LLM with LangChain
12:59
6
Prompt Templates with LangChain
6:24
7
Why we use Vector Embeddings
10:16
8
Using the Upstash Vector Database
12:09
9
Store Large Text Documents with Langchain and Upstash Vector Store
13:37
10
Langchain Chatbot with our Vector Store
7:30
11
Minimal Rest API Web App with FastAPI
3:19
12
LangChain on FastAPI with LangServe
6:56
13
Calling our Rest API-based LangChain
5:05
14
Remote Runnable with LangServe
7:43
15
Using Redis For Rate Limiting
6:30
16
Rate Limit Middleware
4:25
17
API Key Based Rate Limiting
14:51
18
Thank you
1:23