Build a RAG chatbot with SurrealDB, Python & Streamlit

Описание: 👉 In this step-by-step tutorial, we’ll cover how to build your own RAG chatbot with SurrealDB, Python, and Streamlit. By the end, you’ll have a fully working RAG chatbot you can customize and deploy.

Chapters

00:00 - Intro
00:28 - Creating and deploying a SurrealDB Cloud instance
01:45 - Connecting to your database
02:19 - Python code walkthrough in VS Code
09:46 - Streamlit code walkthrough in VS Code
14:31 - RAG chatbot UI in action

Resources

☁️ Create your free SurrealDB Cloud account: https://sdb.li/sign-in-surreal-cloud
👨‍💻 GitHub repository: https://github.com/surrealdb/examples...

SurrealDB:
☁️ Surreal Cloud: https://surrealdb.com/cloud
🎩 Surrealist: https://surrealdb.com/surrealist
🎓 SurrealDB University: https://surrealdb.com/learn
🌍 SurrealDB Website: https://surrealdb.com/
👉 SurrealDB GitHub: https://github.com/surrealdb/surrealdb
🐦 SurrealDB Twitter:   / surrealdb  
👨‍💻 SurrealDB LinkedIn:   / surrealdb  
👉 SurrealDB Discord:   / discord  
📸 SurrealDB Instagram:   / surrealdb  
👚 Shop the merch: https://surrealdb.store/

What is SurrealDB?
SurrealDB is an end-to-end cloud-native database designed for modern applications, including web, mobile, serverless, Jamstack, backend, and traditional applications. With SurrealDB, you can simplify your database and API infrastructure, reduce development time, and build secure, performant apps quickly and cost-effectively.

👉 Get started with SurrealDB: https://sdb.li/getstarted

Key features of SurrealDB:
⭐ Reduces development time: SurrealDB simplifies your database and API stack by removing the need for most server-side components, allowing you to build secure, performant apps faster and cheaper.
⭐ Real-time collaborative API backend service: SurrealDB functions as both a database and an API backend service, enabling real-time collaboration.
⭐ Support for multiple querying languages: SurrealDB supports SQL querying from client devices, GraphQL, ACID transactions, WebSocket connections, structured and unstructured data, graph querying, full-text indexing, and geospatial querying.
⭐ Granular access control: SurrealDB provides row-level permissions-based access control, giving you the ability to manage data access with precision.