If you are an analytics leader or product manager tasked with developing an AI or LLM strategy, start with this video. We begin by explaining what embeddings are, what you can do with them, and we show you two examples: Semantic Search and Document Q&A.

0:00 Introduction

2:03 Primer on Document Embeddings

5:35 Example 1 - Semantic Search

10:04 Example 2 - Document Q&A

11:45 Conclusion

SUPPLEMENTARY MATERIALS

📹 PART TWO - DOCUMENT EMBEDDINGS TECHNICAL DEEP DIVE https://youtu.be/RfGOvkGj678 - Watch this video if you want to install and run the software demo locally (it isn’t that hard, we did it easily). We also do a deep dive technical walkthrough with Prolego’s engineers, valuable content for engineers and data scientists.

🧑 💻 GITHUB REPO WITH DEMO SOFTWARE - Yep, you can download and run the code locally if you have basic software skills such as git, conda, etc. If you have questions about installation, just ask us on our Discord channel: https://github.com/prolego-team/neo-sophia.