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Types & classes90 in github.com/aiwaves-cn/agents

⨍ Functions 388◇ Types & classes 90

↓ 16 callersClassLLMConfig

src/agents/agents/llm.py:48

↓ 15 callersClassOpenAILLM

src/agents/agents/llm.py:88

↓ 11 callersClassSolution

src/agents/task/solution.py:64

↓ 11 callersClassSolutionConfig

src/agents/task/solution.py:29

↓ 6 callersClassLongTermMemory

src/agents/agents/memory.py:174

↓ 6 callersClassOpenAIEmbedding

r"""Provides text embedding functionalities using OpenAI's models. Args: model (OpenAiEmbeddingModel, optional): The model type to be use

src/agents/utils/embeddings.py:100

↓ 6 callersClassShortTermMemory

An implementation of the :obj:`Memory` abstract base class for maintaining a record of chat histories. Args: config (dict): A diction

src/agents/agents/memory.py:89

↓ 5 callersClassCase

src/agents/evaluation/case.py:23

↓ 5 callersClassTrainer

src/agents/optimization/trainer.py:78

↓ 5 callersClassTrainerConfig

src/agents/optimization/trainer.py:28

↓ 3 callersClassNode

src/agents/task/node.py:325

↓ 3 callersClassVectorDBQuery

r"""Represents a query to a vector database. Attributes: query_vector (List[float]): The numerical representation of the query

src/agents/utils/storages/vectordb_storages/base.py:27

↓ 2 callersClassAction

The basic action unit of agent

src/agents/agents/action.py:65

↓ 2 callersClassActionConfig

src/agents/agents/action.py:23

↓ 2 callersClassAgent

src/agents/agents/agent.py:67

↓ 2 callersClassAgentConfig

src/agents/agents/agent.py:36

↓ 2 callersClassAgentTeam

Agent has a team of agents, and the team has an environment. The team is responsible for the interaction between agents and the environment.

src/agents/agents/agent_team.py:99

↓ 2 callersClassCreativeWritingDataset

src/agents/datasets/creative_writing.py:27

↓ 2 callersClassEnvironmentConfig

src/agents/agents/environment.py:29

↓ 2 callersClassHotpotQADataset

src/agents/datasets/hotpotqa.py:55

↓ 2 callersClassKnowledgeBase

src/agents/knowledge_bases/knowledge_base.py:77

↓ 2 callersClassKnowledgeBaseConfig

src/agents/knowledge_bases/knowledge_base.py:28

↓ 2 callersClassMATHDataset

src/agents/datasets/math.py:30

↓ 2 callersClassNodeConfig

src/agents/task/node.py:30

↓ 2 callersClassStateBackward

The StateBackward class is used to record the backward information of a state.

src/agents/evaluation/state.py:117

↓ 2 callersClassTaskConfig

src/agents/task/task.py:26

↓ 2 callersClassVectorDBStatus

r"""Vector database status. Attributes: vector_dim (int): The dimention of stored vectors. vector_count (int): The number of stor

src/agents/utils/storages/vectordb_storages/base.py:70

↓ 2 callersClassVectorRecord

r"""Encapsulates information about a vector's unique identifier and its payload, which is primarily used as a data transfer object when saving

src/agents/utils/storages/vectordb_storages/base.py:8

↓ 1 callersClassAgentTeamConfig

src/agents/agents/agent_team.py:31

↓ 1 callersClassAutoRetriever

r"""Facilitates the automatic retrieval of information using a query-based approach with pre-defined elements. Attributes: url_and_ap

src/agents/utils/retrievers/auto_retriever.py:22

↓ 1 callersClassCaseLoss

The CaseLoss class is used to record the loss information of a case. It functions similarly to a dictionary, but is written as a class for co

src/agents/evaluation/case.py:260

↓ 1 callersClassDatasetEvaluation

The DatasetEvaluation class is used to record the evaluation results of a dataset. It functions similarly to a dictionary, but is written as

src/agents/evaluation/case.py:308

↓ 1 callersClassEnvironment

src/agents/agents/environment.py:47

↓ 1 callersClassHumanEvalDataset

src/agents/datasets/humaneval.py:129

↓ 1 callersClassInMemoryKeyValueStorage

r"""A concrete implementation of the :obj:`BaseKeyValueStorage` using in-memory list. Ideal for temporary storage purposes, as data will be lost

src/agents/utils/storages/key_value_storages/in_memory.py:7

↓ 1 callersClassJsonStorage

r"""A concrete implementation of the :obj:`BaseKeyValueStorage` using JSON files. Allows for persistent storage of records in a human-readable for

src/agents/utils/storages/key_value_storages/json.py:8

↓ 1 callersClassLossCalculator

The LossCalculator class is used to calculate the loss for a given case.

src/agents/optimization/loss.py:30

↓ 1 callersClassLossConfig

The LossConfig class is used to configure the loss settings. It extends the OptimizerConfig class.

src/agents/optimization/loss.py:11

↓ 1 callersClassMilvusStorage

r"""An implementation of the `BaseVectorStorage` for interacting with Milvus, a cloud-native vector search engine. The detailed information a

src/agents/utils/storages/vectordb_storages/milvus.py:17

↓ 1 callersClassNodeEval

The NodeEval class is used to record the evaluation information of a node.

src/agents/evaluation/state.py:165

↓ 1 callersClassNodeOptimizer

The NodeOptimizer class is used to optimize nodes based on the configuration.

src/agents/optimization/node_optimizer.py:39

↓ 1 callersClassNodeOptimizerConfig

The NodeOptimizerConfig class is used to configure the node optimizer settings. It extends the OptimizerConfig class.

src/agents/optimization/node_optimizer.py:19

↓ 1 callersClassPromptOptimizer

The Prompt Optimizer class for optimizing prompts. This class extends the generic Optimizer and uses the PromptOptimizerConfig to set up

src/agents/optimization/prompt_optimizer.py:49

↓ 1 callersClassPromptOptimizerConfig

Configuration for the Prompt Optimizer. This class parses and stores the configuration settings specific to the prompt optimizer, extend

src/agents/optimization/prompt_optimizer.py:18

↓ 1 callersClassQdrantStorage

r"""An implementation of the `BaseVectorStorage` for interacting with Qdrant, a vector search engine. The detailed information about Qdrant i

src/agents/utils/storages/vectordb_storages/qdrant.py:30

↓ 1 callersClassSOP

src/agents/task/sop.py:140

↓ 1 callersClassSOPConfig

src/agents/task/sop.py:34

↓ 1 callersClassSOPOptimizer

The SOP Optimizer class for optimizing SOPs. This class extends the generic Optimizer and uses the SOPOptimizerConfig to set up SOP opti

src/agents/optimization/sop_optimizer.py:35

↓ 1 callersClassSOPOptimizerConfig

Configuration for the SOP Optimizer. This class parses and stores the configuration settings specific to the SOP optimizer, extending th

src/agents/optimization/sop_optimizer.py:17

↓ 1 callersClassSOPSuggestion

The SOPSuggestion class is used to record the suggestion information for SOP. It functions similarly to a dictionary, but is written as a cla

src/agents/evaluation/case.py:357

↓ 1 callersClassSoftwareDevDataset

src/agents/datasets/software_dev.py:11

↓ 1 callersClassState

src/agents/evaluation/state.py:8

↓ 1 callersClassTask

src/agents/task/task.py:67

↓ 1 callersClassTimeoutException

src/agents/utils/execution.py:41

↓ 1 callersClassToolkitOptimizer

src/agents/optimization/toolkit_optimizer.py:19

↓ 1 callersClassToolkitOptimizerConfig

src/agents/optimization/toolkit_optimizer.py:11

↓ 1 callersClassTrajectory

src/agents/evaluation/trajectory.py:6

↓ 1 callersClassUnstructuredIO

r"""A class to handle various functionalities provided by the Unstructured library, including version checking, parsing, cleaning, extracting,

src/agents/utils/unstructured_io.py:4

↓ 1 callersClassVectorRetriever

r"""An implementation of the `BaseRetriever` by using vector storage and embedding model. This class facilitates the retriever of relevant in

src/agents/utils/retrievers/vector_retriever.py:15

↓ 1 callersClassWriteOnlyStringIO

StringIO that throws an exception when it's read from

src/agents/utils/execution.py:45

↓ 1 callersClassredirect_stdin

src/agents/utils/execution.py:62

ClassBaseDataset

src/agents/datasets/base.py:10

ClassBaseEmbedding

r"""Abstract base class for text embedding functionalities.

src/agents/utils/embeddings.py:51

ClassBaseKeyValueStorage

r"""An abstract base class for key-value storage systems. Provides a consistent interface for saving, loading, and clearing data records without

src/agents/utils/storages/key_value_storages/base.py:5

ClassBaseRetriever

r"""Abstract base class for implementing various types of information retrievers.

src/agents/utils/retrievers/base.py:8

ClassBaseVectorStorage

r"""An abstract base class for vector storage systems.

src/agents/utils/storages/vectordb_storages/base.py:83

ClassCalculatePolynomialRootsTool

src/agents/tools/math.py:37

ClassCodeInterpreterTool

src/agents/tools/code_interpreter.py:7

src/agents/utils/config.py:6

ClassControllerConfig

src/agents/task/node.py:33

ClassEmbeddingModelType

src/agents/utils/embeddings.py:25

ClassEvaluateExpressionTool

src/agents/tools/math.py:6

src/agents/agents/llm.py:71

src/agents/tools/mail.py:18

src/agents/agents/memory.py:37

ClassOptimUtils

src/agents/optimization/utils.py:71

The Optimizer class is used to perform optimization tasks based on the configuration.

src/agents/optimization/optimizer.py:57

ClassOptimizerConfig

src/agents/optimization/optimizer.py:19

ClassSolveAlgebraicEquationTool

src/agents/tools/math.py:63

ClassStorageType

src/agents/utils/storages/__init__.py:28

ClassTaskSetting

The TaskSetting class is used to hold the task settings for the optimizer.

src/agents/optimization/optimizer.py:20

src/agents/tools/tool.py:4

src/agents/agents/toolkit.py:25

ClassTranslateTool

src/agents/tools/translate.py:9

ClassVectorDBQueryResult

r"""Encapsulates the result of a query against a vector database. Attributes: record (VectorRecord): The target vector record. si

src/agents/utils/storages/vectordb_storages/base.py:42

ClassVectorDistance

r"""Distance metrics used in a vector database.

src/agents/utils/storages/vectordb_storages/qdrant.py:17

ClassWeatherTool

src/agents/tools/weather.py:8

ClassWebBrowseTool

Open a single web page for crawling

src/agents/tools/web_browse.py:6

ClassWebCrawlTool

Open a single web page for crawling

src/agents/tools/web_crawl.py:10

ClassWebSearchTool

web search engines

src/agents/tools/web_search.py:8