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Functions248 in github.com/SalesforceAIResearch/promptomatix

⨍ Functions 248◇ Types & classes 22

Methoddataset_to_dict_list

Convert dataset slice to list of dictionaries.

src/promptomatix/core/config.py:1640

Functiondownload_session

Download a session's data to a file. Args: session_id (str): The ID of the session to download output_path (str, optiona

src/promptomatix/main.py:451

src/promptomatix/core/config.py:131

src/promptomatix/core/optimizer.py:817

Functionextract_constraints_from_human_input

(human_input: str)

src/promptomatix/core/prompts.py:1600

Functionextract_input_fields_from_human_input

(task_description: str, human_input: str, sample_data: str)

src/promptomatix/core/prompts.py:1828

Functionextract_metrics_from_human_input

(human_input: str)

src/promptomatix/core/prompts.py:1618

Functionextract_output_fields_from_human_input

(task_description: str, human_input: str, sample_data: str)

src/promptomatix/core/prompts.py:2035

Functionextract_output_format_from_human_input

(human_input: str)

src/promptomatix/core/prompts.py:1582

Functionextract_sample_data_from_human_input

(human_input: str)

src/promptomatix/core/prompts.py:1573

Functionextract_style_guide_from_human_input

(human_input: str)

src/promptomatix/core/prompts.py:1591

Methodformat_log

Format the log in a human-readable way

src/promptomatix/logger.py:20

Methodfrom_file

Load configuration from a JSON or YAML file. Args: filepath: Path to the configuration file Returns:

src/promptomatix/core/config.py:832

Functiongenerate_constraints_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:639

Functiongenerate_input_fields_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:666

Functiongenerate_meta_prompt

(initial_prompt)

src/promptomatix/core/prompts.py:2799

Functiongenerate_meta_prompt_2

(initial_prompt)

src/promptomatix/core/prompts.py:2953

Functiongenerate_output_fields_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:678

Functiongenerate_output_format_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:615

Functiongenerate_prompt_changes_prompt_3

(prompt, FEEDBACK_LIST)

src/promptomatix/core/prompts.py:2723

Functiongenerate_prompt_feedback

Generate targeted feedback for AI system prompt optimization. Args: user_input (str): Original user input/request ai_sys

src/promptomatix/core/prompts.py:2144

Functiongenerate_prompt_feedback_2

Generate targeted feedback for AI system prompt optimization. Args: user_input (str): Original user input/request ai_sys

src/promptomatix/core/prompts.py:2339

Functiongenerate_sample_data_from_task_description

(task_description: str)

src/promptomatix/core/prompts.py:439

Functiongenerate_sample_data_from_task_description_and_raw_input_old

(task_description: str, human_input: str)

src/promptomatix/core/prompts.py:1091

Functiongenerate_sample_data_from_task_description_and_raw_input_with_question_and_context

( task_description: str, human_input: str, question: str = "", context: str = "" )

src/promptomatix/core/prompts.py:771

Functiongenerate_style_guide_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:626

Functiongenerate_synthetic_data_validation_prompt

(original_sample: str, generated_data: str)

src/promptomatix/core/prompts.py:133

Functiongenerate_task_type_from_task_description_and_sample_data

(task_description: str, sample_data: str)

src/promptomatix/core/prompts.py:652

Functiongenrate_prompt_changes_prompt_2

(FEEDBACK_LIST)

src/promptomatix/core/prompts.py:2712

Methodget_detailed_metrics

Returns detailed breakdown of all metrics for analysis purposes.

src/promptomatix/metrics/metrics.py:390

Methodget_final_eval_metrics

Returns appropriate final evaluation metric function based on task type. Args: task_type (str): Type of the task

src/promptomatix/metrics/metrics.py:121

Initialize and return appropriate language model based on provider. Args: provider: The model provider (e.g., 'o

src/promptomatix/lm_manager.py:16

Methodis_valid_example

src/promptomatix/core/config.py:1580

Functionlist_sessions

List all available sessions. Returns: List[Dict]: List of session metadata

src/promptomatix/main.py:544

Functionload_session_from_file

Load a session from a specific file path. Args: session_file_path (str): Path to the session file Returns:

src/promptomatix/main.py:411

Functionoptimize_with_synthetic_feedback

Optimize prompt based on synthetic dataset feedback for a given session. Args: session_id (str): Session identifier synt

src/promptomatix/main.py:264

Functionparse_dict_strings

Parse and clean dictionary strings from various formats. Args: text (str): Input text containing dictionary-like structure

src/promptomatix/utils/parsing.py:9

Methodprocess_answer

Keep the full answer including reasoning steps.

src/promptomatix/core/config.py:1529

Methodprocess_parallel

Process prompts in parallel (limited by API rate limits).

examples/scripts/batch_processing.py:89

Methodprocess_single

examples/scripts/batch_processing.py:93

Save configuration to a file. Args: filepath: Path where to save the configuration

src/promptomatix/core/config.py:855

Functionsave_feedback

Save a feedback for a prompt. Args: text (str): Text being feedbacked on start_offset (int): Feedback start position

src/promptomatix/main.py:362

Functionsimplify_human_feedback

(human_input: str)

src/promptomatix/core/prompts.py:330

src/promptomatix/logger.py:128

Methodtransform_example

src/promptomatix/core/config.py:1568

Methodupdate_human_input

Update the human input prompt.

src/promptomatix/core/session.py:81

Methodupdate_session

Update a session and persist changes.

src/promptomatix/core/session.py:199

Functionupload_session

Upload a session from a file. Args: session_file_path (str): Path to the session file to upload Returns: Dict:

src/promptomatix/main.py:504

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