
Udemy – DSPy: Develop a RAG app using DSPy, Weaviate, and FastAPI 2024-9
Published on: 2024-10-21 08:17:05
Categories: 28
Description
DSPy course: Develop a RAG app using DSPy, Weaviate, and FastAPI. In this hands-on course, you’ll learn to build a comprehensive Retrieval Augmented Generation (RAG) application from scratch using advanced technologies such as FastAPI, Weaviate, DSPy, and React. In this course, you will master the process of developing a robust backend with FastAPI, managing uploading and parsing documents with DSPy, and managing vector data storage with Weaviate. You will also create a responsive front-end to provide users with an interactive user interface. At the end of the course, you will have the practical skills to develop and deploy AI-based applications that use retrieval-enhanced generation techniques to more intelligently manage data and generate answers.
What you will learn in DSPy: Develop a RAG app using DSPy, Weaviate, and FastAPI course
- Build and deploy a Full-Stack RAG application
- Efficient data management with Weaviate
- Document parsing and file management
- Implement advanced backend features with FastAPI
This course is suitable for people who
- Backend developers who want to learn how to build APIs with FastAPI and integrate AI-based features like document parsing and vector search.
- Full-stack developers looking to gain hands-on experience combining a React frontend with an AI-powered backend.
- Data scientists and AI professionals who want to explore new ways to implement recovery-enhanced manufacturing models for real-world applications.
- AI enthusiasts who are curious about vector databases like Weaviate and the emerging field of RAG and are motivated to learn and build AI-based applications from scratch.
DSPy course specifications: Develop a RAG app using DSPy, Weaviate, and FastAPI
- Publisher: Udemy
- Lecturer: Franck Stéphane
- Training level: beginner to advanced
- Training duration: 1 hour and 51 minutes
- Number of courses: 14
Course headings

DSPy course prerequisites: Develop a RAG app using DSPy, Weaviate, and FastAPI
- Basic Knowledge of Python
- Familiarity with REST APIs
- Understanding of Frontend Development
- Development Environment Setup
Course images

Sample video of the course
Installation guide
After Extract, view with your favorite Player.
Subtitle: None
Quality: 720p
download link
Download part 1 – 1 GB
Download part 2 – 142 MB
File(s) password: www.downloadly.ir
File size
1.1 GB
Leave a Comment (Please sign to comment)