5 ms·
This kind of reflects the fact that a lot of working with LLMs is just organizing text, and prompts can become a real engineering problem when you are orchestra
by causal 2y ago
This kind of reflects the fact that a lot of working with LLMs is just organizing text, and prompts can become a real engineering problem when you are orchestrating pipelines of dozens or more files with completions at various points with context windows of 100K tokens or more.
I've not found a satisfying framework yet, generally find raw Python best. But I still spend too much time on boilerplate and tweaking formatting or samplers and chunking for context windows.
If anyone knows of a better tool for abstracting that away (LangChain is not it IMO) please let me know.
- stavros 2y agoDSPy?
- alchemist1e9 2y agotxtai? https://neuml.github.io/txtai/ https://neuml.github.io/txtai/