ampstack zero Edit

absolute minimum set of technical specifications to ease integration with software and infrastructure by amp

Python
- amp is very good at Python and not so good at other languages
Poetry
- standardized dependency management helpful for integration
embed_server for embeddings. Supports OpenAI and open-source embeddings.
- abstracts away API key and RAM management
- allows re-running programs without needing to load embedding model back into RAM
- implements caching
- allows moving compute-heavy portions across network boundary

Ampstack