Upstage Console Link: https://go.upstage.ai/SOLAR_DEV_DIGEST
Credit Redeem Coupon Code: SOLAR_DEV_DIGEST_2408
Start registering for the coupon: August 15, 2024, 12:00 AM (UTC)
End of coupon registration: September 15, 2024, 12:00 AM (UTC)
Credit expiration date: November 1, 2024, 12:00 AM (UTC)
Credit amount: $30
Console: https://console.upstage.ai/
Repo: https://git.new/answr
In this informative video, I showcase the various services offered by Upstage AI, demonstrating how to integrate their embeddings and Solar LLM models into your LLM applications from scratch. The video provides a detailed walkthrough, including vector storage setup, similarity search, chunking, and combining these elements for retrieval-augmented generation. Additionally, a brief overview of the Upstage console and its user-friendly features, such as document OCR and key information extraction, is also shared. Follow along as I code a complete reg workflow without utilizing any frameworks, ensuring ease of understanding in every step.
00:00 Introduction to Upstage AI Services
00:29 Setting Up from Scratch: No Frameworks Needed
01:01 Exploring the Upstage Console
01:58 Document AI Features and Benefits
03:05 Combining Chat and Embeddings for RAG Applications
04:46 Coding the RAG Application
08:05 Performing Similarity Search and Chat Completion
11:10 Conclusion and Final Thoughts
