I’ve played around with semantic search tools and the results were not great. This article [0] compares the model used in the above post with openai’s model.

[0] - https://medium.com/@nils_reimers/openai-gpt-3-text-embedding...

It's good, but these models are general purpose starting points - they expect and recommend fine tuning to get excellent results.