https://dspy.ai/#__tabbed_2_6

Enabled

1. PATH
2. Irera
3. STORM

Explore further

1. https://dspy.ai/api/modules/MultiChainComparison/#dspy.MultiChainComparison

Learnings

1. In isolation on many tasks nothing beats bootstrapping good demonstrations. show dont tell
2. generate good instructions,
3. effective grounding and explicit forms of credit assignment
4. well scoped programs, better inference time strategies, and new ways to optimise how LMs are used to solve tasks

Referenced in:

• rejection-sampling
• meta-programming
• programming-LLMS