This content originally appeared on DEV Community and was authored by Andrii Sych
While working on my project Infusion:
https://github.com/SychAndrii/infusion
I decided to implement 2 new features - streaming responses from LLM in real time and usage of appropriate exit codes upon program completion. However, instead of creating conventional pull requests to integrate changes into main branch, I was tasked to do the merges locally in my repo, and then push results of the merges to the remote repo.
The first issue was to implement exit codes:
https://github.com/SychAndrii/infusion/issues/34
Closed with merge commit:
https://github.com/SychAndrii/infusion/commit/b01f493a8eb3c86aad00760f41f8adf0b93b231e
This task was pretty easy to implement since python provides you with a sys package to return status codes. I have decided to have 4 error status codes for my program:
0 - Program ended successfully.
1 - Invalid options provided.
2 - Invalid files provided.
3 - Unknown error.
On top of adding status codes, I have also refactored the code to be more intuitive with use of more functions.
My second issue was to implement streaming:
https://github.com/SychAndrii/infusion/issues/33
Closed with merge commit:
https://github.com/SychAndrii/infusion/commit/b01f493a8eb3c86aad00760f41f8adf0b93b231e
This task was more difficult to do because of LangChain library I am using for my project. This library is relatively new, so documentation for streaming with astream function is very unintuitive and difficult to understand.
I have always hated python and will keep doing it for the rest of my life. I tried to become more comfortable using it with this project, but after languages like C#, TypeScript, or Kotlin - I just can't take Python seriously.
This content originally appeared on DEV Community and was authored by Andrii Sych
Andrii Sych | Sciencx (2024-09-28T02:18:49+00:00) Fast-forward and three-way merges. Retrieved from https://www.scien.cx/2024/09/28/fast-forward-and-three-way-merges/
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