Functions — github.com/decodingai-magazine/llm-twin-course

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Functions323 in github.com/decodingai-magazine/llm-twin-course

⨍ Functions 323◇ Types & classes 158↳ Endpoints 5

Method__init__

(self, serializer: FileObjectSerializer)

src/bonus_superlinked_rag/server/runner/executor/app/service/persistence_service.py:25

Method__init__

(self, rest_handler: RestHandler)

src/bonus_superlinked_rag/server/runner/executor/app/util/fast_api_handler.py:30

Method__init__

(self, app_location: AppLocation)

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/resource_handler.py:28

Method__init__

(self, app_location: AppLocation, client: GCSClient | None = None)

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/gcs/gcs_resource_handler.py:25

Method__init__

( self, app_location: AppLocation, client: S3Client | None = None, )

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/s3/s3_resource_handler.py:27

Method__init__

(self)

src/bonus_superlinked_rag/server/runner/poller/app/app_location_parser/app_location_parser.py:36

Method__init__

(self, config_path: str)

src/bonus_superlinked_rag/server/runner/poller/app/poller/poller.py:34

Method__init__

(self)

src/bonus_superlinked_rag/server/runner/poller/app/config/poller_config.py:21

Method__init__

(self, query: str)

src/bonus_superlinked_rag/rag/retriever.py:19

Method__init__

( self, output_dir: Path = Path("./finetuning_dataset"), )

src/training_pipeline/finetune.py:26

Method__init__

( self, output_dir: Path = Path("./finetuning_dataset"), )

src/training_pipeline/download_dataset.py:14

Method__new__

(cls, *args, **kwargs)

src/core/mq.py:16

Method__new__

(cls, *args, **kwargs)

src/core/db/mongo.py:15

Method__new__

( cls, host: str | None = None, port: int | None = None, username: str | None

src/bonus_superlinked_rag/mq.py:12

Method__read_and_put_data

(self, source: DataLoaderSource)

src/bonus_superlinked_rag/server/runner/executor/app/service/data_loader.py:84

Function_configure

(binder: inject.Binder)

src/bonus_superlinked_rag/server/runner/executor/app/dependency_register.py:31

Method_search_single_query

(self, generated_query: str, author_id: str, k: int)

src/core/rag/retriever.py:31

Method_search_single_query

( self, generated_query: str, author_id: str, k: int )

src/bonus_superlinked_rag/rag/retriever.py:26

Methodbuild

(self, worker_index: int, worker_count: int)

src/feature_pipeline/data_flow/stream_output.py:47

Methodbuild

(self, worker_index: int, worker_count: int)

src/bonus_superlinked_rag/data_flow/stream_output.py:14

Methodbuild_part

( self, now: datetime, for_part: str, resume_state: MessageT | None = None )

src/feature_pipeline/data_flow/stream_input.py:71

Methodbuild_part

( self, now: datetime, for_part: str, resume_state: MessageT | None = None )

src/bonus_superlinked_rag/data_flow/stream_input.py:21

Methodchunk

(self, data_model: PostCleanedModel)

src/feature_pipeline/data_logic/chunking_data_handlers.py:22

Methodchunk

(self, data_model: ArticleCleanedModel)

src/feature_pipeline/data_logic/chunking_data_handlers.py:44

Methodchunk

(self, data_model: RepositoryCleanedModel)

src/feature_pipeline/data_logic/chunking_data_handlers.py:66

Methodclean

(self, data_model: PostsRawModel)

src/feature_pipeline/data_logic/cleaning_data_handlers.py:21

Methodclean

(self, data_model: ArticleRawModel)

src/feature_pipeline/data_logic/cleaning_data_handlers.py:37

Methodclean

(self, data_model: RepositoryRawModel)

src/feature_pipeline/data_logic/cleaning_data_handlers.py:53

Methodclean

(self, data_model: PostsRawModel)

src/bonus_superlinked_rag/data_logic/cleaning_data_handlers.py:22

Methodclean

(self, data_model: ArticleRawModel)

src/bonus_superlinked_rag/data_logic/cleaning_data_handlers.py:40

Methodclean

(self, data_model: RepositoryRawModel)

src/bonus_superlinked_rag/data_logic/cleaning_data_handlers.py:59

Methodclose

(self)

src/core/db/qdrant.py:67

Methodclose

(self)

src/core/db/mongo.py:34

Methodclose

(self)

src/feature_pipeline/data_flow/stream_input.py:63

Methodclose

(self)

src/bonus_superlinked_rag/data_flow/stream_input.py:79

Functionconvert_bold_char

(match)

src/feature_pipeline/utils/cleaning.py:26

Functionconvert_bold_char

(match)

src/bonus_superlinked_rag/utils/cleaning.py:26

Functionconvert_italic_char

(match)

src/feature_pipeline/utils/cleaning.py:51

Functionconvert_italic_char

(match)

src/bonus_superlinked_rag/utils/cleaning.py:51

Methodcreate_handler

(data_type)

src/feature_pipeline/data_logic/dispatchers.py:77

Methodcreate_handler

(data_type)

src/feature_pipeline/data_logic/dispatchers.py:108

Methodcreate_template

(self, *args)

src/core/rag/prompt_templates.py:9

Methodcreate_template

(self)

src/bonus_superlinked_rag/llm/prompt_templates.py:9

Methoddispatch_chunker

(cls, data_model: DataModel)

src/feature_pipeline/data_logic/dispatchers.py:92

Methoddispatch_cleaner

(cls, data_model: DataModel)

src/feature_pipeline/data_logic/dispatchers.py:61

Methoddispatch_cleaner

(cls, data_model: RawModel)

src/bonus_superlinked_rag/data_logic/dispatchers.py:48

Methoddispatch_embedder

(cls, data_model: DataModel)

src/feature_pipeline/data_logic/dispatchers.py:123

Methoddownload_file

Download a file from GCS to the specified path.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/gcs/gcs_resource_handler.py:58

Methoddownload_file

Download a file from S3 to the specified path.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/s3/s3_resource_handler.py:70

Methoddownload_file

'Download' a file from local storage to the specified path. In this case, it's just copying the file.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/local/local_resource_handler.py:26

Methodembedd

(self, data_model: PostChunkModel)

src/feature_pipeline/data_logic/embedding_data_handlers.py:25

Methodembedd

(self, data_model: ArticleChunkModel)

src/feature_pipeline/data_logic/embedding_data_handlers.py:38

Methodembedd

(self, data_model: RepositoryChunkModel)

src/feature_pipeline/data_logic/embedding_data_handlers.py:52

Functionembedd_repositories

(text: str)

src/feature_pipeline/utils/embeddings.py:12

Functionevaluation_task

(x: dict)

src/inference_pipeline/evaluation/evaluate_rag.py:23

Functionevaluation_task

(x: dict)

src/inference_pipeline/evaluation/evaluate_monitoring.py:14

Functionevaluation_task

(x: dict)

src/inference_pipeline/evaluation/evaluate.py:15

Methodextract

(self, link: str, **kwargs)

src/data_crawling/crawlers/custom_article.py:19

Methodextract

(self, link: str, **kwargs)

src/data_crawling/crawlers/github.py:21

Methodextract

(self, link: str, **kwargs)

src/data_crawling/crawlers/linkedin.py:23

Methodextract

(self, link: str, **kwargs)

src/data_crawling/crawlers/medium.py:17

Functionflatten

Flatten a list of lists into a single list.

src/core/lib.py:19

Functionflatten

Flatten a list of lists into a single list.

src/bonus_superlinked_rag/utils/__init__.py:1

Functionformat_samples_sft

(examples)

src/training_pipeline/finetune.py:175

Methodgarbage_collect

(self, state)

src/feature_pipeline/data_flow/stream_input.py:57

Methodgarbage_collect

(self, state)

src/bonus_superlinked_rag/data_flow/stream_input.py:73

Methodgenerate_response

(query: str)

src/core/rag/self_query.py:19

Methodgenerate_response

(query: str, to_expand_to_n: int)

src/core/rag/query_expanison.py:14

Methodgenerate_response

(query: str)

src/bonus_superlinked_rag/rag/self_query.py:9

Methodgenerate_response

(query: str, to_expand_to_n: int)

src/bonus_superlinked_rag/rag/query_expanison.py:10

Methodget_data_loader_status

(self, name: str)

src/bonus_superlinked_rag/server/runner/executor/app/router/management_router.py:94

Methodget_data_loaders

(self)

src/bonus_superlinked_rag/server/runner/executor/app/service/data_loader.py:52

Methodget_data_loaders

(self)

src/bonus_superlinked_rag/server/runner/executor/app/router/management_router.py:108

Functionget_logger

(cls: str)

src/data_crawling/utils.py:4

Methodget_open_api_description_by_key

(key: str, file_path: str | None = None)

src/bonus_superlinked_rag/server/runner/executor/app/util/open_api_description_util.py:11

Functiongroup_by_type

(documents: list[Document])

src/bonus_superlinked_rag/models/utils.py:39

Functionhandle_bad_request

(_: Request, exception: Exception)

src/bonus_superlinked_rag/server/runner/executor/app/exception/exception_handler.py:23

Functionhandle_generic_exception

(_: Request, exception: Exception)

src/bonus_superlinked_rag/server/runner/executor/app/exception/exception_handler.py:34

Methodhandle_mq_message

(message: dict)

src/feature_pipeline/data_logic/dispatchers.py:29

Methodhandle_mq_message

(message: dict)

src/bonus_superlinked_rag/data_logic/dispatchers.py:16

Methodhealth_check

(self)

src/bonus_superlinked_rag/server/runner/executor/app/router/management_router.py:48

Methodingest

(self, request: Request)

src/bonus_superlinked_rag/server/runner/executor/app/util/fast_api_handler.py:33

Functionlifespan

Handle the lifecycle of the application. All the setup should be done before the yield, then the teardown happens after the yield. Only g

src/bonus_superlinked_rag/server/runner/executor/app/middleware/lifespan_event.py:39

Methodlist_parts

(self)

src/feature_pipeline/data_flow/stream_input.py:68

Methodlist_parts

(self)

src/bonus_superlinked_rag/data_flow/stream_input.py:18

Methodload_data

(self, name: str)

src/bonus_superlinked_rag/server/runner/executor/app/router/management_router.py:68

Methodlogin

(self)

src/data_crawling/crawlers/base.py:45

Methodlogin

src/data_crawling/crawlers/medium.py:40

Methodnext_batch

(self, sched: Optional[datetime])

src/feature_pipeline/data_flow/stream_input.py:30

Methodnext_batch

(self, sched: Optional[datetime])

src/bonus_superlinked_rag/data_flow/stream_input.py:46

Methodpoll

Poll files from a Google Cloud Storage bucket and download new or modified files.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/gcs/gcs_resource_handler.py:49

Methodpoll

Poll files from an S3 bucket and download new or modified files.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/s3/s3_resource_handler.py:62

Methodpoll

Poll files from a local directory and notify about new or modified files.

src/bonus_superlinked_rag/server/runner/poller/app/resource_handler/local/local_resource_handler.py:34

Functionpredict

Generates a response using the LLM Twin, simulating a conversation with your digital twin. Args: message (str): The user's input mes

src/inference_pipeline/ui.py:22

Functionprint_usage

Print the usage instructions for the deploy script.

src/bonus_superlinked_rag/server/tools/deploy.py:126

Methodpublish_message

(self, data: str, queue: str)

src/bonus_superlinked_rag/mq.py:69

Functionpydantic_models_to_dataframe

Converts a list of Pydantic models to a Pandas DataFrame. Args: models (List[BaseModel]): List of Pydantic models. Returns: pd.

src/bonus_superlinked_rag/models/utils.py:9

Methodquery

(self, request: Request)

src/bonus_superlinked_rag/server/runner/executor/app/util/fast_api_handler.py:38

Methodreload

(self)

src/bonus_superlinked_rag/server/runner/executor/app/router/management_router.py:56

Functionremove_non_ascii

(text: str)

src/feature_pipeline/utils/cleaning.py:93

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