ollama - 💡(How to fix) Fix [feature request] in-process lib [1 participants]

TL;DR

Modify the Ollama library to run in-memory instead of as a standalone process to simplify its usage.

Guidance

• Investigate the current architecture of Ollama to understand the changes required to convert it into an in-memory library.
• Identify the client and server components of Ollama and determine how to integrate the server functionality into the client library.
• Consider the potential performance and resource implications of running Ollama in-memory.
• Evaluate the feasibility of creating a hybrid approach that allows Ollama to run both as a standalone process and as an in-memory library.

Example

No specific code example can be provided without more information about the Ollama library's implementation.

Notes

The conversion of Ollama into an in-memory library may require significant changes to its architecture and implementation, and may have performance and resource implications that need to be carefully evaluated.

Recommendation

Apply workaround: Modify the Ollama library to support both standalone process and in-memory modes, allowing users to choose the approach that best fits their use case. This approach allows for more flexibility and avoids potential performance issues.