Functions — github.com/lavague-ai/LaVague

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Functions197 in github.com/lavague-ai/LaVague

⨍ Functions 197◇ Types & classes 48 ↳ Endpoints 2

↓ 12 callersMethodget

(self, url)

src/lavague/agents.py:19

↓ 6 callersMethodget_nodes

Get the nodes from the html page Args: html (`str`): The html page Return: `List[str]`: The nodes

src/lavague/action_engine.py:146

↓ 6 callersFunctionsend_telemetry

Telemetry to help performance. Mandatory telemetry variables - DO NOT DELETE ANY, else telemetry will fail: model_name, code, screenshot, htm

src/lavague/telemetry.py:53

↓ 4 callersFunctionextract_backend_node_ids

(html_content)

src/lavague/evaluator.py:116

↓ 3 callersFunctioncompress_img

(img: Image)

src/lavague/telemetry.py:15

↓ 3 callersFunctiondisplay_screenshot

(img: PngImageFile)

src/lavague/web_utils.py:25

↓ 3 callersMethodfrom_path

(path: str | None)

src/lavague/cli/config.py:37

↓ 3 callersMethodgetDriver

(self)

src/lavague/driver.py:73

↓ 3 callersMethodgetHtml

(self, clean: bool = False)

src/lavague/driver.py:91

↓ 3 callersMethodgetUrl

(self)

src/lavague/driver.py:78

↓ 3 callersMethodget_query_engine

Get the llama-index query engine Args: html: (`str`) streaming (`bool`) Return: `Retrie

src/lavague/action_engine.py:87

↓ 3 callersMethodgoTo

(self, url: str)

src/lavague/driver.py:87

↓ 3 callersFunctioninject_backend_node_id

(html)

src/lavague/evaluator.py:88

↓ 3 callersMethodmake_action_engine

(self)

src/lavague/cli/config.py:64

↓ 2 callersMethod_retrieve_html

This method should be implemented by the user

src/lavague/retrievers.py:33

↓ 2 callersMethodaction_from_context

(self, context: str, query: str)

src/lavague/action_engine.py:138

↓ 2 callersFunctionclean_html

Clean HTML content by removing specified tags and attributes while keeping specified attributes. Args: html_to_clean (str): The HTML

src/lavague/format_utils.py:69

↓ 2 callersFunctioncommon_evaluation

(path, dataset: str, nb_data: int, output_file: str, export_retriever: str, retriever_data)

src/lavague/cli/commands.py:202

↓ 2 callersMethoddestroy

(self)

src/lavague/driver.py:115

↓ 2 callersMethodevaluate_llm

(self, query, html, ground_truth_outer_html, retrieved_context, debug: bool=False, recor

src/lavague/evaluator.py:198

↓ 2 callersMethodevaluate_retriever

(self, query, html, ground_truth_code, return_context: bool=False, record_timing:

src/lavague/evaluator.py:171

↓ 2 callersFunctionextract_code_from_funct

Extract code lines from a function while removing the first line (function definition) and the last line (return) and correcting indentation

src/lavague/format_utils.py:50

↓ 2 callersFunctionextract_imports_from_lines

Only keep import lines from python code lines and join them

src/lavague/format_utils.py:62

↓ 2 callersMethodfrom_default

()

src/lavague/cli/config.py:79

↓ 2 callersMethodfrom_yaml

(path: Path)

src/lavague/cli/config.py:84

↓ 2 callersMethodgetScreenshot

(self, filename: str)

src/lavague/driver.py:96

↓ 2 callersFunctionget_installed_version

(dist_name, lookup_dirs=None)

src/lavague/version_checker.py:24

↓ 2 callersFunctionget_outer_html

(html, driver, code)

src/lavague/evaluator.py:145

↓ 2 callersFunctionid_precision

(ground_truth_outer_html, retrieved_context)

src/lavague/evaluator.py:126

↓ 2 callersFunctionid_recall

(ground_truth_outer_html, retrieved_context)

src/lavague/evaluator.py:120

↓ 2 callersMethodinit_driver

(self)

src/lavague/command_center.py:51

↓ 2 callersFunctionkeep_assignments

(code_snippet)

src/lavague/evaluator.py:51

↓ 1 callersMethod__exec_code

(self)

src/lavague/command_center.py:94

↓ 1 callersMethod__init__

(self, embedder: BaseEmbedding, top_k: int = 3)

src/lavague/retrievers.py:47

↓ 1 callersMethod__init__

( self, action_engine: ActionEngine, get_driver: Callable[[], AbstractDriver], )

src/lavague/evaluator.py:17

↓ 1 callersMethod__init__

(self)

src/lavague/defaults.py:32

↓ 1 callersMethod__init__

(self)

examples/configurations/api/azure_openai.py:21

↓ 1 callersMethod__init__

(self)

examples/configurations/api/huggingface_inference.py:30

↓ 1 callersMethod__init__

(self)

examples/configurations/local/deepseek-coder.py:13

↓ 1 callersMethod__init__

(self)

examples/configurations/evaluation/azure_openai.py:20

↓ 1 callersMethod__init__

(self)

examples/configurations/evaluation/gpt3.py:20

↓ 1 callersMethod__init__

(self)

examples/configurations/evaluation/gpt4.py:21

↓ 1 callersMethod__show_processing_message

(self)

src/lavague/command_center.py:124

↓ 1 callersMethod__telemetry

(self)

src/lavague/command_center.py:75

↓ 1 callersMethod__update_image_display

(self)

src/lavague/command_center.py:116

↓ 1 callersMethod_chunk_dicts

(self, dicts)

src/lavague/retrievers.py:170

↓ 1 callersMethod_clean_attributes

( self, attributes_list, xpath_list )

src/lavague/retrievers.py:146

↓ 1 callersMethod_create_xpath_dict

Create a list of xpaths and a list of dict of attributes of all elements in the html

src/lavague/retrievers.py:101

↓ 1 callersMethod_generate_xpath

Recursive function to generate the xpath of an element

src/lavague/retrievers.py:84

↓ 1 callersMethod_get_results

Return the top_k elements of the html that are the most relevant to the query as Node objects with xpath in their metadata

src/lavague/retrievers.py:199

↓ 1 callersMethod_lazy_load

(self, cmd_name)

src/lavague/cli/main.py:24

↓ 1 callersMethod_match_element

Return the index of the element in element_specs that matches the attributes of the element

src/lavague/retrievers.py:244

↓ 1 callersMethod_return_nodes_with_xpath

Return the chunk nodes that have an element that matches the attributes of the elements in results_dict

src/lavague/retrievers.py:268

↓ 1 callersMethod_unchunk_dicts

(self, grouped_chunks)

src/lavague/retrievers.py:185

↓ 1 callersMethodbatch_evaluate

(self, queries, htmls, ground_truth_codes, retreiver_dataset, return_context: bool=Tru

src/lavague/evaluator.py:286

↓ 1 callersMethodbatch_evaluate_llm

(self, queries, htmls, ground_truth_outer_htmls, retrieved_contexts, debug: bool=F

src/lavague/evaluator.py:275

↓ 1 callersMethodbatch_evaluate_retriever

(self, queries, htmls, ground_truth_codes, return_context: bool=False, recor

src/lavague/evaluator.py:264

↓ 1 callersFunctionbuild_name

(config_path: str, instructions_path: str)

src/lavague/cli/commands.py:52

↓ 1 callersFunctioncheck_latest_version

()

src/lavague/version_checker.py:35

↓ 1 callersFunctioncompare_versions

(version1, version2)

src/lavague/version_checker.py:7

↓ 1 callersFunctioncontains_backend_node_id

(html_content)

src/lavague/evaluator.py:105

↓ 1 callersFunctiondefault_get_selenium_driver

()

src/lavague/defaults.py:57

↓ 1 callersFunctionencode_image

(image_path)

src/lavague/web_utils.py:21

↓ 1 callersMethodevaluate

(self, dataset: str, retreiver_dataset: pd.DataFrame, nb_data: int = 5)

src/lavague/evaluator.py:25

↓ 1 callersFunctionexec_warning

()

src/lavague/__init__.py:12

↓ 1 callersFunctionextract_instruction

(text)

src/lavague/format_utils.py:42

↓ 1 callersFunctiongen

()

examples/configurations/api/huggingface_inference.py:13

↓ 1 callersFunctiongen

()

examples/configurations/evaluation/llama3-8b.py:14

↓ 1 callersFunctiongen

()

examples/configurations/evaluation/mixtral.py:13

↓ 1 callersFunctiongen

()

examples/configurations/evaluation/llama3-70b.py:14

↓ 1 callersMethodgetDummyCode

(self)

src/lavague/driver.py:112

↓ 1 callersMethodget_action

(self, query: str, html: str, url: str = "")

src/lavague/action_engine.py:211

↓ 1 callersMethodget_action_streaming

(self, query: str, html: str, url: str = "")

src/lavague/action_engine.py:160

↓ 1 callersMethodget_action_streaming_vscode

(self, query: str, html: str, url: str)

src/lavague/action_engine.py:180

↓ 1 callersFunctionget_highlighted_element

(generated_code, driver)

src/lavague/web_utils.py:33

↓ 1 callersMethodget_instruction

Use GPT4V to generate instruction from the current state and objective.

src/lavague/world_model.py:56

↓ 1 callersMethodget_nodes

(self, query: str, html: str)

src/lavague/action_engine.py:217

↓ 1 callersMethodgoToUrlCode

(self, url: str)

src/lavague/driver.py:84

↓ 1 callersFunctionload_html

Loads a specific HTML content into the browser.

src/lavague/evaluator.py:133

↓ 1 callersMethodmake_default_action_engine

()

src/lavague/cli/config.py:56

↓ 1 callersMethodmake_evaluator

(self)

src/lavague/cli/config.py:69

↓ 1 callersMethodprocess_instructions

(self)

src/lavague/command_center.py:62

↓ 1 callersFunctionresize_driver

Resize the Selenium driver viewport to a targeted height and width. This is due to Selenium only being able to set window size and not viewport si

src/lavague/web_utils.py:8

↓ 1 callersFunctionreturn_assigned_variables

Returns the variables assigned in a code snippet.

src/lavague/format_utils.py:19

↓ 1 callersFunctionreturn_first_assignment_variables

(code_snippet)

src/lavague/evaluator.py:75

↓ 1 callersMethodrun

Launch the gradio demo Args: base_url (`str`): the url placeholder instructions (List[`str`]): List of defau

src/lavague/command_center.py:127

↓ 1 callersFunctionsend_telemetry_scr

( action_id: str, before: Image, image: Image, after: Image, test: bool = False )

src/lavague/telemetry.py:22

↓ 1 callersFunctiontelemetry_warning

()

src/lavague/__init__.py:4

↓ 1 callersMethodto_llama_index

Convert to a llama-index compatible retriever

src/lavague/retrievers.py:39

Method__init__

(self, driver, action_engine, world_model)

src/lavague/agents.py:14

Method__init__

(self, html: str, html_retriever: BaseHtmlRetriever)

src/lavague/retrievers.py:22

Method__init__

( self, embedder: BaseEmbedding, top_k: int = 5, group_by: int = 10, r

src/lavague/retrievers.py:72

Method__init__

(self, actionEngine: ActionEngine, get_driver: callable)

src/lavague/command_center.py:43

Method__init__

(self, addr: str, port: int = 16500)

src/lavague/driver.py:69

Method__init__

(self, selenium_driver: WebDriver)

src/lavague/driver.py:122

Method__init__

(self, sync_playwright_page: Page)

src/lavague/driver.py:154

Method__init__

(self)

src/lavague/evaluator.py:64

Method__init__

(self, driver, action_engine: ActionEngine, inject_node: bool=False)

src/lavague/evaluator.py:166

Method__init__

(self)

src/lavague/format_utils.py:8

Method__init__

(self, model="text-embedding-3-large")

src/lavague/defaults.py:26

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