The author questions whether changing APIs is as simple as updating the URL, highlighting that for many applications, creating new embeddings with a different model or provider can be costly and time-consuming. The author ends by prompting a discussion on the potential for this to become the biggest vendor lock-in of the decade.
Key takeaways:
- Open source LLMs are improving and may surpass OpenAI's capabilities, but the ease of use and affordability of OpenAI APIs make them a popular choice.
- Switching to a different API may not be as simple as changing the URL, especially for applications that require the creation of embeddings.
- Creating new embeddings with a different model or provider could deepen the vendor lock-in and potentially be costly.
- The author is raising concerns about what they refer to as the 'Biggest Vendor Lock-in of the Decade' and invites readers to share their thoughts on this issue.