Function reference

LocalLLM utilities

Utilities

Download common local LLM Models

localllm_download_model	Download a local gguf LLM model
localllm_list_models	List all available models which you can easily download

LocalLLM alongside DSPy

Use a LocalLLM model with DSPy

dspy.LocalLLM	Create a Local LLM object which you can use alongside dspy
dspy.LocalChatAdapter	A DSPy adapter that attempts progressively more lenient parsing strategies when strict JSON parsing fails.
dspy.dspy_signature_defaults	Generate default empty values for all output fields in a DSPy signature.

Lookup utilities

Lookup utilities to locate text spans in a larger text lookup up with an LLM

txt_locate_all	Find all occurrences of a text element (in case it appears multiple times).
txt_locate	Find start and end positions of text elements in a larger text.
merge_spans	Combine TextSpan elements which are either overlapping or adjacent where only whitespace separates them.

Traindata

Converters to data to use for training with dspy

converters.tif	Text Interchange Formats
converters.convert_dspy_example	Convert to dspy examples