Omar Khattab

Adding stream to DSPy LMs

18

A few members of the community have been asking for support for streaming LM output in DSPy. @sutyum and @detaos have discussed this extensively before. One of the challenges is...

[WIP] Major refactor roadmap

63

DSPy has a small number (maybe 5-6) of extremely powerful concepts that have grown organically over the past year as open source. Internally, it's time for a major refactor that...

Optimization dry runs

9

This may need to be done on a per-optimizer basis but it may be good to think of a dev UX that involves showing an estimation upfront of the number...

WIP: Assertions FAQ

3

Gathering questions about assertions and suggestions from different users. This will be most relevant for @Shangyint @manishshettym @arnavsinghvi11. 1. What's changing between different versions? What will be the final stable...

* init * increment * test * track usage async test * better-test * revert wrong changes * fix tests * fix tests * fix * allow ipython to run...

## Summary - show enum values in adapter prompts - add lightweight XMLAdapter for simple XML prompts ## Testing - `pytest -q` *(fails: ModuleNotFoundError: No module named 'datamodel_code_generator')* ------ https://chatgpt.com/codex/tasks/task_e_683fadf314608329b8b5237911da3f7b

## Summary - add tests to verify parallel executor and direct threads manage settings context properly ## Testing - `pytest tests/utils/test_context_propagation.py -q` - `pytest -q` *(fails: ModuleNotFoundError: No module named...