In a previous article, we used Ollama with LangChain and SingleStore. LangChain provided an efficient and compact solution for integrating Ollama with SingleStore. However, what if we were to remove LangChain? In this article, we’ll demonstrate an example of using Ollama with SingleStore without relying on LangChain. We’ll see that while we can achieve the same results described in the previous article, the number of code increases, requiring us to manage more of the plumbing that LangChain normally handles.

The notebook file used in this article is available on GitHub.