Index (langchain-core 0.2.0-SNAPSHOT API)

A B C D E F G H I J K L M N O P R S T U V W Z
All Classes and Interfaces|All Packages|Constant Field Values|Serialized Form

A

accept(Visitor) - Method in class com.hw.langchain.chains.query.constructor.ir.Comparison
accept(Visitor) - Method in interface com.hw.langchain.chains.query.constructor.ir.Expr: Accepts a visitor and performs operations on this expression.
accept(Visitor) - Method in class com.hw.langchain.chains.query.constructor.ir.Operation
accept(Visitor) - Method in class com.hw.langchain.chains.query.constructor.ir.StructuredQuery
add(GenerationChunk) - Method in class com.hw.langchain.schema.GenerationChunk
addAIMessage(String) - Method in class com.hw.langchain.schema.BaseChatMessageHistory: Add an AI message to the store
addDocuments(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Run more documents through the embeddings and add to the vectorStore.
addDocuments(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStoreRetriever: Add documents to vectorStore.
additionalKwargs - Variable in class com.hw.langchain.schema.BaseMessage
addMessage(BaseMessage) - Method in class com.hw.langchain.memory.chat.message.histories.database.DataBaseChatMessageHistory
addMessage(BaseMessage) - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageHistory
addMessage(BaseMessage) - Method in class com.hw.langchain.memory.chat.message.histories.in.memory.ChatMessageHistory
addMessage(BaseMessage) - Method in class com.hw.langchain.schema.BaseChatMessageHistory: Add a self-created message to the store
addStartIndex - Variable in class com.hw.langchain.text.splitter.TextSplitter: If `true`, includes chunk's start index in metadata
addTexts(List<String>, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Run more texts through the embeddings and add to the vectorStore.
addTexts(List<String>, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
addTexts(List<String>, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
addUserMessage(String) - Method in class com.hw.langchain.schema.BaseChatMessageHistory: Add a user message to the store
Agent - Class in com.hw.langchain.agents.agent: Class responsible for calling the language model and deciding the action.
Agent(LLMChain, List<String>, AgentOutputParser) - Constructor for class com.hw.langchain.agents.agent.Agent
AGENT_TO_CLASS - Static variable in class com.hw.langchain.agents.types.Types
AgentAction - Class in com.hw.langchain.schema: Agent's action to take.
AgentAction(String, Object, String) - Constructor for class com.hw.langchain.schema.AgentAction
AgentExecutor - Class in com.hw.langchain.agents.agent: Consists of an agent using tools.
AgentExecutor() - Constructor for class com.hw.langchain.agents.agent.AgentExecutor
AgentFinish - Class in com.hw.langchain.schema: Agent's return value.
AgentFinish(Map<String, String>, String) - Constructor for class com.hw.langchain.schema.AgentFinish
AgentOutputParser - Class in com.hw.langchain.agents.agent: Parse text into agent action/finish.
AgentOutputParser() - Constructor for class com.hw.langchain.agents.agent.AgentOutputParser
AgentResult - Class in com.hw.langchain.schema
AgentResult() - Constructor for class com.hw.langchain.schema.AgentResult
AgentType - Enum Class in com.hw.langchain.agents.agent.types
aggregateLinesToChunks(List<LineType>) - Method in class com.hw.langchain.text.splitter.MarkdownHeaderTextSplitter: Combine lines with common metadata into chunks.
AIMessage - Class in com.hw.langchain.schema: Type of message that is spoken by the AI.
AIMessage(String) - Constructor for class com.hw.langchain.schema.AIMessage
AIMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
AIMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.AIMessagePromptTemplate
allowedComparators - Variable in class com.hw.langchain.chains.query.constructor.ir.Visitor
allowedOperators - Variable in class com.hw.langchain.chains.query.constructor.ir.Visitor
allowedSpecial - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Set of special tokens that are allowed.
AND - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Operator: Enumerator of the operations.
API_RESPONSE_PROMPT - Static variable in class com.hw.langchain.chains.api.prompt.Prompt
API_URL_PROMPT - Static variable in class com.hw.langchain.chains.api.prompt.Prompt
ApiChain - Class in com.hw.langchain.chains.api.base: Chain that makes API calls and summarizes the responses to answer a question.
ApiChain(LLMChain, LLMChain, TextRequestsWrapper, String) - Constructor for class com.hw.langchain.chains.api.base.ApiChain
args() - Method in class com.hw.langchain.tools.base.BaseTool
args() - Method in class com.hw.langchain.tools.base.Tool: The tool's input arguments.
arrayToList(T[][]) - Static method in class com.hw.langchain.vectorstores.utils.ArrayUtils
ArrayUtils - Class in com.hw.langchain.vectorstores.utils
asRetriever() - Method in class com.hw.langchain.vectorstores.base.VectorStore
asRetriever(SearchType) - Method in class com.hw.langchain.vectorstores.base.VectorStore
astParse(String) - Method in class com.hw.langchain.chains.query.constructor.base.StructuredQueryOutputParser: I couldn't find a direct Java equivalent of Lark, which is available in Python.
asyncCall(Object, boolean) - Method in class com.hw.langchain.chains.base.Chain
asyncCall(Map<String, Object>, boolean) - Method in class com.hw.langchain.chains.base.Chain
asyncCombineDocs(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain: Combine documents into a single string async.
asyncCombineDocs(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.stuff.StuffDocumentsChain
asyncGeneratePrompt(List<PromptValue>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Take in a list of prompt values and return an Flux for every PromptValue.
asyncGeneratePrompt(List<PromptValue>, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Take in a list of prompt values and return an Flux for every PromptValue.
asyncGeneratePrompt(List<PromptValue>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM
asyncInnerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.base.Chain: Runs the logic of this chain and returns the async output.
asyncInnerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
asyncInnerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.LLMChain
asyncInnerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA
asyncInnerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.chat.models.base.LLM
asyncInnerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM: Run the LLM on the given prompts async.
asyncInnerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.ollama.Ollama
asyncInnerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.openai.BaseOpenAI
asyncInnerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.openai.OpenAIChat
AsyncLLMResult - Class in com.hw.langchain.schema
AsyncLLMResult(List<? extends Generation>, Map<String, Object>) - Constructor for class com.hw.langchain.schema.AsyncLLMResult
asyncPredict(String) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict text from text async.
asyncPredict(String, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict text from text async.
asyncPredict(String, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM
asyncPredict(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.LLMChain: Format prompt with kwargs and pass to LLM async.
asyncPredictMessages(List<BaseMessage>, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict message from messages async.
asyncRun(Object) - Method in class com.hw.langchain.chains.base.Chain: Run the chain as text in, text out async
asyncRun(Map<String, Object>) - Method in class com.hw.langchain.chains.base.Chain: Run the chain as multiple variables, text out async.
AttributeInfo - Class in com.hw.langchain.chains.query.constructor.schema: Information about a data source attribute.
AttributeInfo() - Constructor for class com.hw.langchain.chains.query.constructor.schema.AttributeInfo

B

BaseChatMemory - Class in com.hw.langchain.memory.chat.memory
BaseChatMemory() - Constructor for class com.hw.langchain.memory.chat.memory.BaseChatMemory
BaseChatMemory(BaseChatMessageHistory) - Constructor for class com.hw.langchain.memory.chat.memory.BaseChatMemory
BaseChatMessageHistory - Class in com.hw.langchain.schema: Base interface for chat message history, See `ChatMessageHistory` for default implementation.
BaseChatMessageHistory() - Constructor for class com.hw.langchain.schema.BaseChatMessageHistory
BaseChatModel - Class in com.hw.langchain.chat.models.base
BaseChatModel() - Constructor for class com.hw.langchain.chat.models.base.BaseChatModel
BaseChatPromptTemplate - Class in com.hw.langchain.prompts.chat
BaseChatPromptTemplate(List<String>) - Constructor for class com.hw.langchain.prompts.chat.BaseChatPromptTemplate
BaseChatPromptTemplate(List<String>, Map<String, Object>) - Constructor for class com.hw.langchain.prompts.chat.BaseChatPromptTemplate
BaseCombineDocumentsChain - Class in com.hw.langchain.chains.combine.documents.base: Base interface for chains combining documents.
BaseCombineDocumentsChain() - Constructor for class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
BaseDocumentTransformer - Interface in com.hw.langchain.schema: Base interface for transforming documents.
BaseLanguageModel - Interface in com.hw.langchain.base.language: BaseLanguageModel is an interface for interacting with a language model.
BaseLLM - Class in com.hw.langchain.llms.base: LLM wrapper should take in a prompt and return a string.
BaseLLM() - Constructor for class com.hw.langchain.llms.base.BaseLLM
BaseLLMOutputParser<T> - Class in com.hw.langchain.schema
BaseLLMOutputParser() - Constructor for class com.hw.langchain.schema.BaseLLMOutputParser
BaseLoader - Class in com.hw.langchain.document.loaders.base: Interface for loading documents.
BaseLoader() - Constructor for class com.hw.langchain.document.loaders.base.BaseLoader
BaseMemory - Interface in com.hw.langchain.schema: Base interface for memory in chains.
BaseMessage - Class in com.hw.langchain.schema: Message object.
BaseMessage(String) - Constructor for class com.hw.langchain.schema.BaseMessage
BaseMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
BaseMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.BaseMessagePromptTemplate
BaseOpenAI - Class in com.hw.langchain.llms.openai: Wrapper around OpenAI large language models.
BaseOpenAI() - Constructor for class com.hw.langchain.llms.openai.BaseOpenAI
BaseOutputParser<T> - Class in com.hw.langchain.schema: Class to parse the output of an LLM call.
BaseOutputParser() - Constructor for class com.hw.langchain.schema.BaseOutputParser
BasePromptSelector - Class in com.hw.langchain.chains.prompt.selector
BasePromptSelector() - Constructor for class com.hw.langchain.chains.prompt.selector.BasePromptSelector
BasePromptTemplate - Class in com.hw.langchain.prompts.base: Base class for all prompt templates, returning a prompt.
BasePromptTemplate(List<String>) - Constructor for class com.hw.langchain.prompts.base.BasePromptTemplate
BasePromptTemplate(List<String>, BaseOutputParser<?>) - Constructor for class com.hw.langchain.prompts.base.BasePromptTemplate
BasePromptTemplate(List<String>, Map<String, Object>) - Constructor for class com.hw.langchain.prompts.base.BasePromptTemplate
BaseRetrievalQA - Class in com.hw.langchain.chains.retrieval.qa.base
BaseRetrievalQA(BaseCombineDocumentsChain) - Constructor for class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA
BaseRetriever - Interface in com.hw.langchain.schema: Base interface for retrievers.
BaseSingleActionAgent - Class in com.hw.langchain.agents.agent: Base Agent class.
BaseSingleActionAgent() - Constructor for class com.hw.langchain.agents.agent.BaseSingleActionAgent
BaseStringMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
BaseStringMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
BaseTool - Class in com.hw.langchain.tools.base: Interface LangChain tools must implement.
BaseTool(String, String) - Constructor for class com.hw.langchain.tools.base.BaseTool
BaseTool(String, String, boolean) - Constructor for class com.hw.langchain.tools.base.BaseTool
BaseToolkit - Interface in com.hw.langchain.agents.toolkits.base: Base Toolkit representing a collection of related tools.
BaseUtils - Class in com.hw.langchain.chains.combine.documents.base
BaseUtils - Class in com.hw.langchain.chains.query.constructor.base
BaseUtils - Class in com.hw.langchain.retrievers.self.query.base
batchSize - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Batch size to use when passing multiple documents to generate.
bestOf - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Generates best_of completions server-side and returns the "best".
buffer() - Method in class com.hw.langchain.memory.buffer.ConversationBufferMemory: String buffer of memory.
BufferWindowMemoryMessagePicker - Class in com.hw.langchain.memory.buffer
BufferWindowMemoryMessagePicker(int) - Constructor for class com.hw.langchain.memory.buffer.BufferWindowMemoryMessagePicker
build() - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder
builder() - Static method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper

C

call(Object, boolean) - Method in class com.hw.langchain.chains.base.Chain: Run the logic of this chain and add to output if desired.
call(String) - Method in class com.hw.langchain.llms.base.BaseLLM
call(String, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM: Check Cache and run the LLM on the given prompt and input.
call(List<BaseMessage>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
call(List<BaseMessage>, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
call(Map<String, Object>, boolean) - Method in class com.hw.langchain.chains.base.Chain: Run the logic of this chain and add to output if desired.
Callbacks - Class in com.hw.langchain.callbacks.manager: Callbacks
Callbacks() - Constructor for class com.hw.langchain.callbacks.manager.Callbacks
Chain - Class in com.hw.langchain.chains.base: Base interface that all chains should implement.
Chain() - Constructor for class com.hw.langchain.chains.base.Chain
chainType() - Method in class com.hw.langchain.agents.agent.AgentExecutor
chainType() - Method in class com.hw.langchain.chains.api.base.ApiChain
chainType() - Method in class com.hw.langchain.chains.base.Chain
chainType() - Method in class com.hw.langchain.chains.combine.documents.stuff.StuffDocumentsChain
chainType() - Method in class com.hw.langchain.chains.llm.LLMChain
chainType() - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
chainType() - Method in class com.hw.langchain.chains.retrieval.qa.base.RetrievalQa
chainType() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain
chainType() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain
ChainType - Enum Class in com.hw.langchain.chains
CharacterTextSplitter - Class in com.hw.langchain.text.splitter: Implementation of splitting text that looks at characters.
CharacterTextSplitter() - Constructor for class com.hw.langchain.text.splitter.CharacterTextSplitter
CHAT_CONVERSATIONAL_REACT_DESCRIPTION - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
CHAT_ZERO_SHOT_REACT_DESCRIPTION - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
ChatAgent - Class in com.hw.langchain.agents.chat.base
ChatAgent(LLMChain, List<String>, AgentOutputParser) - Constructor for class com.hw.langchain.agents.chat.base.ChatAgent
ChatGeneration - Class in com.hw.langchain.schema: Output of a single generation.
ChatGeneration(BaseMessage) - Constructor for class com.hw.langchain.schema.ChatGeneration
ChatGLM - Class in com.hw.langchain.llms.chatglm: ChatGLM LLM service.
ChatGLM() - Constructor for class com.hw.langchain.llms.chatglm.ChatGLM
chatMemory - Variable in class com.hw.langchain.memory.chat.memory.BaseChatMemory
ChatMessage - Class in com.hw.langchain.schema: Type of message with arbitrary speaker.
ChatMessage(String, String) - Constructor for class com.hw.langchain.schema.ChatMessage
ChatMessageHistory - Class in com.hw.langchain.memory.chat.message.histories.in.memory
ChatMessageHistory() - Constructor for class com.hw.langchain.memory.chat.message.histories.in.memory.ChatMessageHistory
ChatMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
ChatMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.ChatMessagePromptTemplate
ChatMessageRepository - Interface in com.hw.langchain.memory.chat.message.histories.database: interface for database supported chat message repository;
ChatOpenAI - Class in com.hw.langchain.chat.models.openai: Wrapper around OpenAI Chat large language models.
ChatOpenAI() - Constructor for class com.hw.langchain.chat.models.openai.ChatOpenAI
ChatOutputParser - Class in com.hw.langchain.agents.chat.output.parser
ChatOutputParser() - Constructor for class com.hw.langchain.agents.chat.output.parser.ChatOutputParser
ChatPromptTemplate - Class in com.hw.langchain.prompts.chat
ChatPromptTemplate(List<String>, List<?>) - Constructor for class com.hw.langchain.prompts.chat.ChatPromptTemplate
ChatPromptTemplate(List<String>, List<?>, Map<String, Object>) - Constructor for class com.hw.langchain.prompts.chat.ChatPromptTemplate
ChatPromptValue - Class in com.hw.langchain.prompts.chat
ChatPromptValue(List<BaseMessage>) - Constructor for class com.hw.langchain.prompts.chat.ChatPromptValue
ChatResult - Class in com.hw.langchain.schema: Class that contains all relevant information for a Chat Result.
ChatResult() - Constructor for class com.hw.langchain.schema.ChatResult
chunkOverlap - Variable in class com.hw.langchain.text.splitter.TextSplitter: Overlap in characters between chunks.
chunkSize - Variable in class com.hw.langchain.text.splitter.TextSplitter: Maximum size of chunks to return.
clear() - Method in class com.hw.langchain.memory.chat.memory.BaseChatMemory
clear() - Method in class com.hw.langchain.memory.chat.message.histories.database.DataBaseChatMessageHistory
clear() - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageHistory
clear() - Method in class com.hw.langchain.memory.chat.message.histories.in.memory.ChatMessageHistory
clear() - Method in class com.hw.langchain.schema.BaseChatMessageHistory: Remove all messages from the store
clear() - Method in interface com.hw.langchain.schema.BaseMemory: Clear memory contents.
clearSessionChatMessage(String) - Method in interface com.hw.langchain.memory.chat.message.histories.database.ChatMessageRepository: Clears all chat messages for the specified sessionId.
clearSessionChatMessage(String) - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageRepository
client - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI
client - Variable in class com.hw.langchain.llms.openai.BaseOpenAI
client - Variable in class com.hw.langchain.llms.openai.OpenAIChat
close() - Method in class com.hw.langchain.sql.database.SQLDatabase
com.hw.langchain.agents.agent - package com.hw.langchain.agents.agent
com.hw.langchain.agents.agent.types - package com.hw.langchain.agents.agent.types
com.hw.langchain.agents.chat.base - package com.hw.langchain.agents.chat.base
com.hw.langchain.agents.chat.output.parser - package com.hw.langchain.agents.chat.output.parser
com.hw.langchain.agents.chat.prompt - package com.hw.langchain.agents.chat.prompt
com.hw.langchain.agents.initialize - package com.hw.langchain.agents.initialize
com.hw.langchain.agents.load.tools - package com.hw.langchain.agents.load.tools
com.hw.langchain.agents.loading - package com.hw.langchain.agents.loading
com.hw.langchain.agents.mrkl.base - package com.hw.langchain.agents.mrkl.base
com.hw.langchain.agents.mrkl.output.parser - package com.hw.langchain.agents.mrkl.output.parser
com.hw.langchain.agents.mrkl.prompt - package com.hw.langchain.agents.mrkl.prompt
com.hw.langchain.agents.toolkits.base - package com.hw.langchain.agents.toolkits.base
com.hw.langchain.agents.tools - package com.hw.langchain.agents.tools
com.hw.langchain.agents.types - package com.hw.langchain.agents.types
com.hw.langchain.agents.utils - package com.hw.langchain.agents.utils
com.hw.langchain.base.language - package com.hw.langchain.base.language
com.hw.langchain.callbacks.manager - package com.hw.langchain.callbacks.manager
com.hw.langchain.chains - package com.hw.langchain.chains
com.hw.langchain.chains.api.base - package com.hw.langchain.chains.api.base
com.hw.langchain.chains.api.meteo - package com.hw.langchain.chains.api.meteo
com.hw.langchain.chains.api.prompt - package com.hw.langchain.chains.api.prompt
com.hw.langchain.chains.base - package com.hw.langchain.chains.base
com.hw.langchain.chains.combine.documents.base - package com.hw.langchain.chains.combine.documents.base
com.hw.langchain.chains.combine.documents.stuff - package com.hw.langchain.chains.combine.documents.stuff
com.hw.langchain.chains.conversation.base - package com.hw.langchain.chains.conversation.base
com.hw.langchain.chains.conversation.prompt - package com.hw.langchain.chains.conversation.prompt
com.hw.langchain.chains.llm - package com.hw.langchain.chains.llm
com.hw.langchain.chains.llm.math.base - package com.hw.langchain.chains.llm.math.base
com.hw.langchain.chains.llm.math.prompt - package com.hw.langchain.chains.llm.math.prompt
com.hw.langchain.chains.prompt.selector - package com.hw.langchain.chains.prompt.selector
com.hw.langchain.chains.query.constructor - package com.hw.langchain.chains.query.constructor
com.hw.langchain.chains.query.constructor.base - package com.hw.langchain.chains.query.constructor.base
com.hw.langchain.chains.query.constructor.ir - package com.hw.langchain.chains.query.constructor.ir
com.hw.langchain.chains.query.constructor.prompt - package com.hw.langchain.chains.query.constructor.prompt
com.hw.langchain.chains.query.constructor.schema - package com.hw.langchain.chains.query.constructor.schema
com.hw.langchain.chains.question.answering - package com.hw.langchain.chains.question.answering
com.hw.langchain.chains.retrieval.qa.base - package com.hw.langchain.chains.retrieval.qa.base
com.hw.langchain.chains.retrieval.qa.promt - package com.hw.langchain.chains.retrieval.qa.promt
com.hw.langchain.chains.sql.database.base - package com.hw.langchain.chains.sql.database.base
com.hw.langchain.chains.sql.database.prompt - package com.hw.langchain.chains.sql.database.prompt
com.hw.langchain.chains.summarize - package com.hw.langchain.chains.summarize
com.hw.langchain.chat.models.base - package com.hw.langchain.chat.models.base
com.hw.langchain.chat.models.openai - package com.hw.langchain.chat.models.openai
com.hw.langchain.document.loaders - package com.hw.langchain.document.loaders
com.hw.langchain.document.loaders.base - package com.hw.langchain.document.loaders.base
com.hw.langchain.document.loaders.directory - package com.hw.langchain.document.loaders.directory
com.hw.langchain.document.loaders.helpers - package com.hw.langchain.document.loaders.helpers
com.hw.langchain.document.loaders.notion - package com.hw.langchain.document.loaders.notion
com.hw.langchain.document.loaders.text - package com.hw.langchain.document.loaders.text
com.hw.langchain.embeddings.base - package com.hw.langchain.embeddings.base
com.hw.langchain.embeddings.ollama - package com.hw.langchain.embeddings.ollama
com.hw.langchain.embeddings.openai - package com.hw.langchain.embeddings.openai
com.hw.langchain.exception - package com.hw.langchain.exception
com.hw.langchain.llms - package com.hw.langchain.llms
com.hw.langchain.llms.base - package com.hw.langchain.llms.base
com.hw.langchain.llms.chatglm - package com.hw.langchain.llms.chatglm
com.hw.langchain.llms.ollama - package com.hw.langchain.llms.ollama
com.hw.langchain.llms.openai - package com.hw.langchain.llms.openai
com.hw.langchain.math.utils - package com.hw.langchain.math.utils
com.hw.langchain.memory.buffer - package com.hw.langchain.memory.buffer
com.hw.langchain.memory.chat.memory - package com.hw.langchain.memory.chat.memory
com.hw.langchain.memory.chat.message.histories.database - package com.hw.langchain.memory.chat.message.histories.database
com.hw.langchain.memory.chat.message.histories.database.redis - package com.hw.langchain.memory.chat.message.histories.database.redis
com.hw.langchain.memory.chat.message.histories.in.memory - package com.hw.langchain.memory.chat.message.histories.in.memory
com.hw.langchain.output.parsers - package com.hw.langchain.output.parsers
com.hw.langchain.output.parsers.json - package com.hw.langchain.output.parsers.json
com.hw.langchain.output.parsers.list - package com.hw.langchain.output.parsers.list
com.hw.langchain.output.parsers.structured - package com.hw.langchain.output.parsers.structured
com.hw.langchain.prompts.base - package com.hw.langchain.prompts.base
com.hw.langchain.prompts.chat - package com.hw.langchain.prompts.chat
com.hw.langchain.prompts.few.shot - package com.hw.langchain.prompts.few.shot
com.hw.langchain.prompts.prompt - package com.hw.langchain.prompts.prompt
com.hw.langchain.prompts.utils - package com.hw.langchain.prompts.utils
com.hw.langchain.requests - package com.hw.langchain.requests
com.hw.langchain.retrievers.self.query.base - package com.hw.langchain.retrievers.self.query.base
com.hw.langchain.retrievers.self.query.pinecone - package com.hw.langchain.retrievers.self.query.pinecone
com.hw.langchain.schema - package com.hw.langchain.schema
com.hw.langchain.sql.database - package com.hw.langchain.sql.database
com.hw.langchain.text.splitter - package com.hw.langchain.text.splitter
com.hw.langchain.tools.base - package com.hw.langchain.tools.base
com.hw.langchain.utilities - package com.hw.langchain.utilities
com.hw.langchain.utils - package com.hw.langchain.utils
com.hw.langchain.vectorstores.base - package com.hw.langchain.vectorstores.base
com.hw.langchain.vectorstores.milvus - package com.hw.langchain.vectorstores.milvus
com.hw.langchain.vectorstores.pinecone - package com.hw.langchain.vectorstores.pinecone
com.hw.langchain.vectorstores.utils - package com.hw.langchain.vectorstores.utils
combineDocs(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain: Combine documents into a single string.
combineDocs(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.stuff.StuffDocumentsChain: Stuff all documents into one prompt and pass to LLM.
combineLlmOutputs(List<Map<String, Object>>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
combineLlmOutputs(List<Map<String, Object>>) - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI
CommaSeparatedListOutputParser - Class in com.hw.langchain.output.parsers.list: Parse out comma separated lists.
CommaSeparatedListOutputParser() - Constructor for class com.hw.langchain.output.parsers.list.CommaSeparatedListOutputParser
Comparator - Enum Class in com.hw.langchain.chains.query.constructor.ir
Comparison - Class in com.hw.langchain.chains.query.constructor.ir: A comparison to a value.
Comparison() - Constructor for class com.hw.langchain.chains.query.constructor.ir.Comparison
ConditionalPromptSelector - Class in com.hw.langchain.chains.prompt.selector: Prompt collection that goes through conditionals.
ConditionalPromptSelector(BasePromptTemplate, List<Pair<Predicate<BaseLanguageModel>, BasePromptTemplate>>) - Constructor for class com.hw.langchain.chains.prompt.selector.ConditionalPromptSelector
connectTimeout(int) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder
constructScratchpad(List<Pair<AgentAction, String>>) - Method in class com.hw.langchain.agents.agent.Agent: Construct the scratchpad that lets the agent continue its thought process.
constructScratchpad(List<Pair<AgentAction, String>>) - Method in class com.hw.langchain.agents.chat.base.ChatAgent
CONTAIN - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator
content - Variable in class com.hw.langchain.schema.BaseMessage
CONVERSATIONAL_REACT_DESCRIPTION - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
ConversationBufferLimitedMemory - Class in com.hw.langchain.memory.buffer
ConversationBufferLimitedMemory(MemoryMessagePicker) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferLimitedMemory
ConversationBufferLimitedMemory(MemoryMessagePicker, boolean) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferLimitedMemory
ConversationBufferLimitedMemory(MemoryMessagePicker, boolean, BaseChatMessageHistory) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferLimitedMemory
ConversationBufferMemory - Class in com.hw.langchain.memory.buffer: Buffer for storing conversation memory.
ConversationBufferMemory() - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferMemory
ConversationBufferMemory(boolean) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferMemory
ConversationBufferMemory(boolean, BaseChatMessageHistory) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferMemory
ConversationBufferWindowMemory - Class in com.hw.langchain.memory.buffer
ConversationBufferWindowMemory(int) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferWindowMemory
ConversationBufferWindowMemory(int, boolean) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferWindowMemory
ConversationBufferWindowMemory(int, boolean, BaseChatMessageHistory) - Constructor for class com.hw.langchain.memory.buffer.ConversationBufferWindowMemory
ConversationChain - Class in com.hw.langchain.chains.conversation.base: Chain to have a conversation and load context from memory.
ConversationChain(BaseLanguageModel) - Constructor for class com.hw.langchain.chains.conversation.base.ConversationChain
ConversationChain(BaseLanguageModel, BasePromptTemplate, BaseMemory) - Constructor for class com.hw.langchain.chains.conversation.base.ConversationChain
convertFromJsonStr(String, TypeReference<T>) - Static method in class com.hw.langchain.chains.query.constructor.JsonUtils
convertFromJsonStr(String, Class<T>) - Static method in class com.hw.langchain.chains.query.constructor.JsonUtils
convertLangChainToOpenAI(BaseMessage) - Static method in class com.hw.langchain.chat.models.openai.OpenAI
convertMessages(List<BaseMessage>) - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI
convertOpenAiToLangChain(ChatMessage) - Static method in class com.hw.langchain.chat.models.openai.OpenAI
cosineSimilarity(List<List<Float>>, INDArray) - Static method in class com.hw.langchain.math.utils.MathUtils: Row-wise cosine similarity between two equal-width matrices.
cosineSimilarity(INDArray, List<List<Float>>) - Static method in class com.hw.langchain.math.utils.MathUtils: Row-wise cosine similarity between two equal-width matrices.
cosineSimilarity(INDArray, INDArray) - Static method in class com.hw.langchain.math.utils.MathUtils: Row-wise cosine similarity between two equal-width matrices.
createChatResult(ChatCompletionResp) - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI
createCollection(List<List<Float>>, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
createDocuments(List<String>, List<Map<String, Object>>) - Method in class com.hw.langchain.text.splitter.TextSplitter: Create documents from a list of texts.
createFromList(List<Float>) - Static method in class com.hw.langchain.vectorstores.utils.Nd4jUtils
createPrompt(List<BaseTool>, String, String, String, String, List<String>) - Static method in class com.hw.langchain.agents.chat.base.ChatAgent
createPrompt(List<BaseTool>, String, String, String, List<String>) - Static method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent: Create prompt in the style of the zero shot agent.
createStream(String, List<String>) - Method in class com.hw.langchain.llms.ollama.Ollama
createThreadPool(int) - Static method in class com.hw.langchain.utils.ThreadPoolUtil

D

DataBaseChatMessageHistory - Class in com.hw.langchain.memory.chat.message.histories.database: database based chat message history;
DataBaseChatMessageHistory(String, ChatMessageRepository) - Constructor for class com.hw.langchain.memory.chat.message.histories.database.DataBaseChatMessageHistory
DECIDER_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
DEFAULT_EXAMPLES - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
DEFAULT_PREFIX - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
DEFAULT_SCHEMA - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
DEFAULT_SUFFIX - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
delete(String) - Method in class com.hw.langchain.requests.Requests
delete(String) - Method in class com.hw.langchain.requests.TextRequestsWrapper
delete(List<String>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Delete by vector ID.
delete(List<String>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
delete(List<String>) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
description - Variable in class com.hw.langchain.tools.base.BaseTool: Used to tell the model how/when/why to use the tool.
detectFileEncodings(String) - Static method in class com.hw.langchain.document.loaders.helpers.Helpers: Try to detect the file encoding.
DirectoryLoader - Class in com.hw.langchain.document.loaders.directory: Load documents from a directory.
DirectoryLoader() - Constructor for class com.hw.langchain.document.loaders.directory.DirectoryLoader
disallowedSpecial - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Set of special tokens that are not allowed.
Document - Class in com.hw.langchain.schema: Interface for interacting with a document.
Document(String) - Constructor for class com.hw.langchain.schema.Document
Document(String, Map<String, Object>) - Constructor for class com.hw.langchain.schema.Document

E

embeddingFunc(String) - Method in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings: Call out to OpenAI's embedding endpoint.
Embeddings - Interface in com.hw.langchain.embeddings.base: Interface for embedding models.
embedDocuments(List<String>) - Method in interface com.hw.langchain.embeddings.base.Embeddings: Embed search docs.
embedDocuments(List<String>) - Method in class com.hw.langchain.embeddings.ollama.OllamaEmbeddings
embedDocuments(List<String>) - Method in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings: Call out to OpenAI's embedding endpoint for embedding search docs.
embedQuery(String) - Method in interface com.hw.langchain.embeddings.base.Embeddings: Embed query text.
embedQuery(String) - Method in class com.hw.langchain.embeddings.ollama.OllamaEmbeddings
embedQuery(String) - Method in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings: Call out to OpenAI's embedding endpoint for embedding query text.
embedWithRetry(List<?>) - Method in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings
enforceStopTokens(String, List<String>) - Static method in class com.hw.langchain.llms.Utils: Cuts off the text as soon as any stop words occur.
EQ - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator: Enumerator of the comparison operators.
errorMessage(String) - Method in class com.hw.langchain.document.loaders.base.BaseLoader
evaluateExpression(String) - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
EXAMPLE_PROMPT - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
EXAMPLES_WITH_LIMIT - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
Expr - Interface in com.hw.langchain.chains.query.constructor.ir

F

FewShotPromptTemplate - Class in com.hw.langchain.prompts.few.shot: Prompt template that contains few shot examples.
FewShotPromptTemplate(List<Map<String, Object>>, PromptTemplate, String, String, List<String>) - Constructor for class com.hw.langchain.prompts.few.shot.FewShotPromptTemplate
FewShotPromptTemplate(List<Map<String, Object>>, PromptTemplate, String, String, List<String>, String) - Constructor for class com.hw.langchain.prompts.few.shot.FewShotPromptTemplate
FewShotPromptTemplate(List<Map<String, Object>>, PromptTemplate, String, String, List<String>, String, BaseOutputParser<?>) - Constructor for class com.hw.langchain.prompts.few.shot.FewShotPromptTemplate
FileEncoding - Class in com.hw.langchain.document.loaders.helpers
FileEncoding() - Constructor for class com.hw.langchain.document.loaders.helpers.FileEncoding
FilterDirective - Class in com.hw.langchain.chains.query.constructor.ir: A filtering expression.
FilterDirective() - Constructor for class com.hw.langchain.chains.query.constructor.ir.FilterDirective
findVariables(String) - Static method in class com.hw.langchain.prompts.utils.FormatUtils: Finds all variables enclosed in curly braces '{' and '}' in the input string, excluding variables enclosed in double curly braces '{{' or more.
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.base.BasePromptTemplate: Format the prompt with the inputs.
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.AIMessagePromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseChatPromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate: To a BaseMessage.
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.ChatMessagePromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.HumanMessagePromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.SystemMessagePromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.few.shot.FewShotPromptTemplate
format(Map<String, Object>) - Method in class com.hw.langchain.prompts.prompt.PromptTemplate
FORMAT_INSTRUCTIONS - Static variable in class com.hw.langchain.agents.chat.prompt.Prompt
FORMAT_INSTRUCTIONS - Static variable in class com.hw.langchain.agents.mrkl.prompt.Prompt
formatAttributeInfo(List<AttributeInfo>) - Static method in class com.hw.langchain.chains.query.constructor.base.BaseUtils
formatDocument(Document, BasePromptTemplate) - Static method in class com.hw.langchain.chains.combine.documents.base.BaseUtils: Format a document into a string based on a prompt template.
FormatInstructions - Class in com.hw.langchain.output.parsers
FormatInstructions() - Constructor for class com.hw.langchain.output.parsers.FormatInstructions
formatMessages(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseChatPromptTemplate: Format kwargs into a list of messages.
formatMessages(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseMessagePromptTemplate: To messages.
formatMessages(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
formatMessages(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.ChatPromptTemplate
formatMessages(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.MessagesPlaceholder
formatPrompt(Map<String, Object>) - Method in class com.hw.langchain.prompts.base.BasePromptTemplate: Create Chat Messages.
formatPrompt(Map<String, Object>) - Method in class com.hw.langchain.prompts.base.StringPromptTemplate
formatPrompt(Map<String, Object>) - Method in class com.hw.langchain.prompts.chat.BaseChatPromptTemplate
formatTemplate(String, Map<String, Object>) - Static method in class com.hw.langchain.prompts.utils.FormatUtils: Formats the given template string by replacing variables with corresponding values.
FormatUtils - Class in com.hw.langchain.prompts.utils
frequencyPenalty - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Penalizes repeated tokens according to frequency.
frequencyPenalty - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Penalizes repeated tokens according to frequency.
fromAgentAndTools(BaseSingleActionAgent, List<BaseTool>) - Static method in class com.hw.langchain.agents.agent.AgentExecutor: Create from agent and tools.
fromChainType(BaseLanguageModel, ChainType, BaseRetriever) - Static method in class com.hw.langchain.chains.retrieval.qa.base.RetrievalQa: Load chain from chain type.
fromChainType(BaseLanguageModel, BaseRetriever) - Static method in class com.hw.langchain.chains.retrieval.qa.base.RetrievalQa: Load chain from chain type.
fromComponents(List<Comparator>, List<Operator>) - Static method in class com.hw.langchain.chains.query.constructor.base.StructuredQueryOutputParser
fromDocuments(List<Document>, Embeddings) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return VectorStore initialized from documents and embeddings.
fromLLM(BaseLanguageModel) - Static method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
fromLLM(BaseLanguageModel, BasePromptTemplate) - Static method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
fromLLM(BaseLanguageModel, SQLDatabase) - Static method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain
fromLLM(BaseLanguageModel, SQLDatabase) - Static method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain
fromLLM(BaseLanguageModel, SQLDatabase, BasePromptTemplate) - Static method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain
fromLLM(BaseLanguageModel, SQLDatabase, BasePromptTemplate, BasePromptTemplate) - Static method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain: Load the necessary chains.
fromLLM(BaseLanguageModel, VectorStore, String, List<AttributeInfo>) - Static method in class com.hw.langchain.retrievers.self.query.base.SelfQueryRetriever
fromLLM(BaseLanguageModel, VectorStore, String, List<AttributeInfo>, Visitor, boolean, boolean) - Static method in class com.hw.langchain.retrievers.self.query.base.SelfQueryRetriever
fromLlmAndApiDocs(BaseLanguageModel, String) - Static method in class com.hw.langchain.chains.api.base.ApiChain
fromLlmAndApiDocs(BaseLanguageModel, String, Map<String, String>, BasePromptTemplate, BasePromptTemplate) - Static method in class com.hw.langchain.chains.api.base.ApiChain
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, AgentOutputParser, String, String, String, String, List<String>, Map<String, Object>) - Static method in class com.hw.langchain.agents.chat.base.ChatAgent: Construct an agent from an LLM and tools.
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, AgentOutputParser, String, String, String, List<String>, Map<String, Object>) - Static method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent: Construct an agent from an LLM and tools.
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, Map<String, Object>) - Static method in class com.hw.langchain.agents.agent.Agent
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, Map<String, Object>) - Static method in class com.hw.langchain.agents.agent.BaseSingleActionAgent
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, Map<String, Object>) - Static method in class com.hw.langchain.agents.chat.base.ChatAgent: Construct an agent from an LLM and tools.
fromLLMAndTools(BaseLanguageModel, List<BaseTool>, Map<String, Object>) - Static method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent: Construct an agent from an LLM and tools.
fromMap(Map<String, Object>) - Static method in class com.hw.langchain.schema.BaseMessage
fromMessages(List<?>) - Static method in class com.hw.langchain.prompts.chat.ChatPromptTemplate
fromResponseSchemas(List<ResponseSchema>) - Static method in class com.hw.langchain.output.parsers.structured.StructuredOutputParser
fromTemplate(Class<T>, String) - Static method in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
fromTemplate(String) - Static method in class com.hw.langchain.prompts.chat.AIMessagePromptTemplate
fromTemplate(String) - Static method in class com.hw.langchain.prompts.chat.ChatMessagePromptTemplate
fromTemplate(String) - Static method in class com.hw.langchain.prompts.chat.HumanMessagePromptTemplate
fromTemplate(String) - Static method in class com.hw.langchain.prompts.chat.SystemMessagePromptTemplate
fromTemplate(String) - Static method in class com.hw.langchain.prompts.prompt.PromptTemplate
fromTexts(List<String>, Embeddings, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Initializes and returns a VectorStore from the given texts, embeddings, and metadata.
fromTexts(List<String>, Embeddings, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
fromTexts(List<String>, Embeddings, List<Map<String, Object>>) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
fromUri(String, String, String) - Static method in class com.hw.langchain.sql.database.SQLDatabase
fromValue(String) - Static method in enum class com.hw.langchain.agents.agent.types.AgentType
FunctionMessage - Class in com.hw.langchain.schema
FunctionMessage(String) - Constructor for class com.hw.langchain.schema.FunctionMessage

G

generate(List<String>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM: Run the LLM on the given prompt and input.
generate(List<List<BaseMessage>>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
generate(List<List<BaseMessage>>, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel: Top Level call
generatePrompt(List<PromptValue>, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Take in a list of prompt values and return an LLMResult.
generatePrompt(List<PromptValue>, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
generatePrompt(List<PromptValue>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM
Generation - Class in com.hw.langchain.schema: Output of a single generation.
Generation(String) - Constructor for class com.hw.langchain.schema.Generation
GenerationChunk - Class in com.hw.langchain.schema: A Generation chunk, which can be concatenated with other Generation chunks.
GenerationChunk(String, Map<String, Object>) - Constructor for class com.hw.langchain.schema.GenerationChunk
generationInfo - Variable in class com.hw.langchain.schema.Generation: Raw generation info response from the provider.
get(String) - Method in class com.hw.langchain.requests.Requests
get(String) - Method in class com.hw.langchain.requests.TextRequestsWrapper
getAllowedComparators() - Method in class com.hw.langchain.chains.query.constructor.ir.Visitor
getAllowedOperators() - Method in class com.hw.langchain.chains.query.constructor.ir.Visitor
getBufferString(List<BaseMessage>) - Static method in class com.hw.langchain.schema.Schema
getBufferString(List<BaseMessage>, String, String) - Static method in class com.hw.langchain.schema.Schema: Get buffer string of messages.
getBuiltinTranslator(VectorStore) - Static method in class com.hw.langchain.retrievers.self.query.base.BaseUtils: Get the translator class corresponding to the vector store class.
getDefaultDocumentPrompt() - Static method in class com.hw.langchain.chains.combine.documents.stuff.StuffUtils: Get the default document prompt.
getDialect() - Method in class com.hw.langchain.sql.database.SQLDatabase: Dialect will convert to lowercase
getDocs(String) - Method in class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA: Get documents to do question answering over.
getDocs(String) - Method in class com.hw.langchain.chains.retrieval.qa.base.RetrievalQa
getExamples() - Method in class com.hw.langchain.prompts.few.shot.FewShotPromptTemplate
getFormatInstructions() - Method in class com.hw.langchain.agents.chat.output.parser.ChatOutputParser
getFormatInstructions() - Method in class com.hw.langchain.agents.mrkl.output.parser.MRKLOutputParser
getFormatInstructions() - Method in class com.hw.langchain.output.parsers.list.CommaSeparatedListOutputParser
getFormatInstructions() - Method in class com.hw.langchain.output.parsers.structured.StructuredOutputParser
getFormatInstructions() - Method in class com.hw.langchain.schema.BaseOutputParser: Instructions on how the LLM output should be formatted.
getFromDictOrEnv(Map<String, Object>, String, String, String...) - Static method in class com.hw.langchain.utils.Utils: Retrieves the value from the dictionary or environment variable.
getFromEnv(String, String, String...) - Static method in class com.hw.langchain.utils.Utils: Retrieves the value from the environment variable or the default value.
getFullInputs(List<Pair<AgentAction, String>>, Map<String, Object>) - Method in class com.hw.langchain.agents.agent.Agent: Create the full inputs for the LLMChain from intermediate steps.
getLLMMath(BaseLanguageModel) - Static method in class com.hw.langchain.agents.load.tools.LoadTools
getLlmOutput() - Method in exception com.hw.langchain.schema.OutputParserException
getLog() - Method in class com.hw.langchain.schema.AgentAction
getLog() - Method in class com.hw.langchain.schema.AgentFinish
getMemoryMessages() - Method in class com.hw.langchain.memory.buffer.ConversationBufferLimitedMemory
getMemoryMessages() - Method in class com.hw.langchain.memory.buffer.ConversationBufferMemory
getMessages() - Method in class com.hw.langchain.memory.chat.message.histories.database.DataBaseChatMessageHistory
getMessages() - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageHistory
getObservation() - Method in exception com.hw.langchain.schema.OutputParserException
getOrEnvOrDefault(String, String, String...) - Static method in class com.hw.langchain.utils.Utils: Retrieves the value from the original value, environment variable, or default value.
getPrompt(BaseLanguageModel) - Method in class com.hw.langchain.chains.prompt.selector.BasePromptSelector: Get default prompt for a language model.
getPrompt(BaseLanguageModel) - Method in class com.hw.langchain.chains.prompt.selector.ConditionalPromptSelector
getPromptInputKey(Map<String, Object>, List<String>) - Static method in class com.hw.langchain.output.parsers.list.Utils: "stop" is a special key that can be passed as input but is not used to format the prompt.
getRelevantDocuments(String) - Method in class com.hw.langchain.retrievers.self.query.base.SelfQueryRetriever
getRelevantDocuments(String) - Method in interface com.hw.langchain.schema.BaseRetriever: Get documents relevant for a query.
getRelevantDocuments(String) - Method in class com.hw.langchain.vectorstores.base.VectorStoreRetriever
getReturnValues() - Method in class com.hw.langchain.schema.AgentFinish
getSampleRows(String) - Method in class com.hw.langchain.sql.database.SQLDatabase
getSerpapi(Map<String, Object>) - Static method in class com.hw.langchain.agents.load.tools.LoadTools
getString(String) - Static method in class com.hw.langchain.utils.ResourceBundleUtils
getTableDdl(String) - Method in class com.hw.langchain.sql.database.SQLDatabase
getTableIndexes(String) - Method in class com.hw.langchain.sql.database.SQLDatabase
getTableInfo(List<String>) - Method in class com.hw.langchain.sql.database.SQLDatabase: Get information about specified tables.
getTool() - Method in class com.hw.langchain.schema.AgentAction
getToolInput() - Method in class com.hw.langchain.schema.AgentAction
getToolReturn(Pair<AgentAction, String>) - Method in class com.hw.langchain.agents.agent.AgentExecutor: Check if the tool is a returning tool.
getTools() - Method in interface com.hw.langchain.agents.toolkits.base.BaseToolkit: Get the tools in the toolkit.
getUsableTableNames() - Method in class com.hw.langchain.sql.database.SQLDatabase: Get names of tables available.
getValue() - Method in enum class com.hw.langchain.agents.agent.types.AgentType
getValue() - Method in enum class com.hw.langchain.chains.ChainType
getValue() - Method in enum class com.hw.langchain.vectorstores.base.SearchType
googleApiKey(String) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder
googleCseId(String) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder
GoogleSearchAPIWrapper - Class in com.hw.langchain.utilities: Wrapper for Google Search API.
GoogleSearchAPIWrapper.Builder - Class in com.hw.langchain.utilities
GT - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator
GTE - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator

H

H2_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
HeaderType - Class in com.hw.langchain.text.splitter
HeaderType(int, String, String) - Constructor for class com.hw.langchain.text.splitter.HeaderType: Create a new HeaderType.
Helpers - Class in com.hw.langchain.document.loaders.helpers
HUMAN_MESSAGE - Static variable in class com.hw.langchain.agents.chat.prompt.Prompt
HumanMessage - Class in com.hw.langchain.schema: Type of message that is spoken by the human.
HumanMessage(String) - Constructor for class com.hw.langchain.schema.HumanMessage
HumanMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
HumanMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.HumanMessagePromptTemplate

I

init() - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI: Validate parameters and init client
init() - Method in class com.hw.langchain.embeddings.ollama.OllamaEmbeddings
init() - Method in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings: Validate parameters and init client
init() - Method in class com.hw.langchain.llms.chatglm.ChatGLM
init() - Method in class com.hw.langchain.llms.ollama.Ollama
init() - Method in class com.hw.langchain.llms.openai.OpenAI: Validate that api key exists in environment.
init() - Method in class com.hw.langchain.llms.openai.OpenAIChat
init() - Method in class com.hw.langchain.vectorstores.milvus.Milvus
init() - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone: Validate parameters and init client
Init - Class in com.hw.langchain.chains.question.answering
Initialize - Class in com.hw.langchain.agents.initialize: Load agent.
initializeAgent(List<BaseTool>, BaseLanguageModel, AgentType) - Static method in class com.hw.langchain.agents.initialize.Initialize
initializeAgent(List<BaseTool>, BaseLanguageModel, AgentType, String, Map<String, Object>, Map<String, Object>) - Static method in class com.hw.langchain.agents.initialize.Initialize: Load an agent executor given tools and LLM.
innerCall(String, List<String>) - Method in class com.hw.langchain.chat.models.base.LLM: Run the LLM on the given prompt and input.
innerCall(String, List<String>) - Method in class com.hw.langchain.llms.chatglm.ChatGLM
innerCall(Map<String, Object>) - Method in class com.hw.langchain.agents.agent.AgentExecutor: Run text through and get agent response.
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.api.base.ApiChain
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.base.Chain: Runs the logic of this chain and returns the output.
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.LLMChain
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA: Run getRelevantText and llm on input query.
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain
innerCall(Map<String, Object>) - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain
innerGenerate(List<BaseMessage>, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel: Top Level call
innerGenerate(List<BaseMessage>, List<String>) - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI
innerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.chat.models.base.LLM
innerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM: Run the LLM on the given prompts.
innerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.ollama.Ollama: Call out to Ollama to generate endpoint.
innerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.openai.BaseOpenAI: Call out to OpenAI's endpoint with k unique prompts.
innerGenerate(List<String>, List<String>) - Method in class com.hw.langchain.llms.openai.OpenAIChat
innerRun(String, Map<String, Object>) - Method in class com.hw.langchain.agents.tools.InvalidTool
innerRun(String, Map<String, Object>) - Method in class com.hw.langchain.tools.base.BaseTool: Use the tool.
innerRun(String, Map<String, Object>) - Method in class com.hw.langchain.tools.base.Tool
innerSimilaritySearchWithRelevanceScores(String, int) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs and relevance scores, normalized on a scale from 0 to 1.
innerSimilaritySearchWithRelevanceScores(String, int) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
innerSimilaritySearchWithRelevanceScores(String, int) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
innerSplitText(String, List<String>) - Method in class com.hw.langchain.text.splitter.RecursiveCharacterTextSplitter: Split incoming text and return chunks.
inputKey - Variable in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
inputKey - Variable in class com.hw.langchain.chains.conversation.base.ConversationChain
inputKey - Variable in class com.hw.langchain.memory.chat.memory.BaseChatMemory
inputKeys() - Method in class com.hw.langchain.agents.agent.Agent
inputKeys() - Method in class com.hw.langchain.agents.agent.AgentExecutor: Return the input keys.
inputKeys() - Method in class com.hw.langchain.agents.agent.BaseSingleActionAgent: Return the input keys.
inputKeys() - Method in class com.hw.langchain.chains.api.base.ApiChain
inputKeys() - Method in class com.hw.langchain.chains.base.Chain: Retrieves the list of input keys that this chain expects.
inputKeys() - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
inputKeys() - Method in class com.hw.langchain.chains.conversation.base.ConversationChain: Use this since so some prompt vars come from history."
inputKeys() - Method in class com.hw.langchain.chains.llm.LLMChain: Will be whatever keys the prompt expects.
inputKeys() - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain: Expect input key.
inputKeys() - Method in class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA
inputKeys() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain: Return the singular input key.
inputKeys() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain: Return the singular input key.
inputVariables - Variable in class com.hw.langchain.prompts.base.BasePromptTemplate: A list of the names of the variables the prompt template expects.
inputVariables() - Method in class com.hw.langchain.prompts.chat.BaseMessagePromptTemplate: Input variables for this prompt template.
inputVariables() - Method in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
inputVariables() - Method in class com.hw.langchain.prompts.chat.MessagesPlaceholder
interceptorList - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: list of okhttp interceptor
InvalidTool - Class in com.hw.langchain.agents.tools: Tool that is run when invalid tool name is encountered by agent.
InvalidTool() - Constructor for class com.hw.langchain.agents.tools.InvalidTool
isChatModel(BaseLanguageModel) - Static method in class com.hw.langchain.chains.prompt.selector.PromptSelectorUtils: Check if the language model is a chat model.
isLLM(BaseLanguageModel) - Static method in class com.hw.langchain.chains.prompt.selector.PromptSelectorUtils: Check if the language model is a LLM.
isSendToLlm() - Method in exception com.hw.langchain.schema.OutputParserException
isSingleInput() - Method in class com.hw.langchain.tools.base.BaseTool: Whether the tool only accepts a single input.

J

Json - Class in com.hw.langchain.output.parsers.json
JsonUtils - Class in com.hw.langchain.chains.query.constructor

K

keepSeparator - Variable in class com.hw.langchain.text.splitter.TextSplitter: Whether or not to keep the separator in the chunks.

L

LangChainException - Exception in com.hw.langchain.exception: LangChainException
LangChainException(String) - Constructor for exception com.hw.langchain.exception.LangChainException: Creates a new Exception with the given message and null as the cause.
LangChainException(String, Object...) - Constructor for exception com.hw.langchain.exception.LangChainException: Creates a new LangChainException with the given formatted message and arguments.
LangChainException(String, Throwable) - Constructor for exception com.hw.langchain.exception.LangChainException: Creates a new exception with the given message and cause.
LangChainException(Throwable) - Constructor for exception com.hw.langchain.exception.LangChainException: Creates a new exception with a null message and the given cause.
lengthFunction - Variable in class com.hw.langchain.text.splitter.TextSplitter: Function that measures the length of given chunks.
LIKE - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator
LineType - Class in com.hw.langchain.text.splitter: Line type as typed dict.
LineType(String, Map<String, Object>) - Constructor for class com.hw.langchain.text.splitter.LineType: Create a new LineType.
ListOutputParser - Class in com.hw.langchain.output.parsers.list: Class to parse the output of an LLM call to a list.
ListOutputParser() - Constructor for class com.hw.langchain.output.parsers.list.ListOutputParser
listToArray(List<List<T>>) - Static method in class com.hw.langchain.vectorstores.utils.ArrayUtils
llm - Variable in class com.hw.langchain.chains.llm.LLMChain
LLM - Class in com.hw.langchain.chat.models.base: Base LLM abstract class.
LLM() - Constructor for class com.hw.langchain.chat.models.base.LLM
LLMChain - Class in com.hw.langchain.chains.llm: Chain to run queries against LLMs
LLMChain(BaseLanguageModel, BasePromptTemplate) - Constructor for class com.hw.langchain.chains.llm.LLMChain
LLMChain(BaseLanguageModel, BasePromptTemplate, String) - Constructor for class com.hw.langchain.chains.llm.LLMChain
LLMMathChain - Class in com.hw.langchain.chains.llm.math.base: Chain that interprets a prompt and executes python code to do math.
LLMMathChain() - Constructor for class com.hw.langchain.chains.llm.math.base.LLMMathChain
LLMMathChain(LLMChain) - Constructor for class com.hw.langchain.chains.llm.math.base.LLMMathChain
llmPrefix() - Method in class com.hw.langchain.agents.agent.Agent: Prefix to append the LLM call with.
llmPrefix() - Method in class com.hw.langchain.agents.chat.base.ChatAgent
llmPrefix() - Method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent
LLMResult - Class in com.hw.langchain.schema: Class that contains all relevant information for an LLM Result.
LLMResult(List<? extends List<? extends Generation>>) - Constructor for class com.hw.langchain.schema.LLMResult
LLMResult(List<? extends List<? extends Generation>>, Map<String, Object>) - Constructor for class com.hw.langchain.schema.LLMResult
llmType() - Method in class com.hw.langchain.chat.models.base.BaseChatModel: Return type of chat model.
llmType() - Method in class com.hw.langchain.chat.models.openai.ChatOpenAI
llmType() - Method in class com.hw.langchain.llms.base.BaseLLM: Return type of llm.
llmType() - Method in class com.hw.langchain.llms.chatglm.ChatGLM
llmType() - Method in class com.hw.langchain.llms.ollama.Ollama
llmType() - Method in class com.hw.langchain.llms.openai.BaseOpenAI
llmType() - Method in class com.hw.langchain.llms.openai.OpenAIChat
load() - Method in class com.hw.langchain.document.loaders.base.BaseLoader: Load data into document objects.
load() - Method in class com.hw.langchain.document.loaders.directory.DirectoryLoader
load() - Method in class com.hw.langchain.document.loaders.notion.NotionDirectoryLoader
load() - Method in class com.hw.langchain.document.loaders.text.TextLoader: Load from file path.
load() - Method in class com.hw.langchain.document.loaders.WebBaseLoader
loadAgent(String, Map<String, Object>) - Static method in class com.hw.langchain.agents.loading.Loading: Unified method for loading a agent from LangChainHub or local fs.
Loading - Class in com.hw.langchain.agents.loading
Loading() - Constructor for class com.hw.langchain.agents.loading.Loading
loadMemoryVariables(Map<String, Object>) - Method in class com.hw.langchain.memory.buffer.ConversationBufferMemory: Return history buffer.
loadMemoryVariables(Map<String, Object>) - Method in interface com.hw.langchain.schema.BaseMemory: Return key-value pairs given the text input to the chain.
loadMessage(String) - Method in interface com.hw.langchain.memory.chat.message.histories.database.ChatMessageRepository: Loads all historical chat messages for the given sessionId.
loadMessage(String) - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageRepository
loadQaChain(BaseLanguageModel) - Static method in class com.hw.langchain.chains.question.answering.Init
loadQaChain(BaseLanguageModel, ChainType) - Static method in class com.hw.langchain.chains.question.answering.Init
loadQueryConstructorChain(BaseLanguageModel, String, List<AttributeInfo>, List<Map<String, Object>>, List<Comparator>, List<Operator>, boolean) - Static method in class com.hw.langchain.chains.query.constructor.base.BaseUtils: Load a query constructor chain.
loadStuffChain(BaseLanguageModel) - Static method in class com.hw.langchain.chains.question.answering.Init
loadStuffChain(BaseLanguageModel) - Static method in class com.hw.langchain.chains.summarize.SummarizeUtils
loadStuffChain(BaseLanguageModel, BasePromptTemplate, String) - Static method in class com.hw.langchain.chains.question.answering.Init
loadStuffChain(BaseLanguageModel, BasePromptTemplate, String, String) - Static method in class com.hw.langchain.chains.summarize.SummarizeUtils
loadTools(List<String>, BaseLanguageModel) - Static method in class com.hw.langchain.agents.load.tools.LoadTools
loadTools(List<String>, BaseLanguageModel, Map<String, Object>) - Static method in class com.hw.langchain.agents.load.tools.LoadTools: Load tools based on their name.
LoadTools - Class in com.hw.langchain.agents.load.tools: Load tools.
LoadTools() - Constructor for class com.hw.langchain.agents.load.tools.LoadTools
logitBias - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Adjust the probability of specific tokens being generated.
logitBias - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Adjust the probability of specific tokens being generated.
LT - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator
LTE - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Comparator

M

MAP_REDUCE - Enum constant in enum class com.hw.langchain.chains.ChainType: Chain type for "map_reduce".
MAP_RERANK - Enum constant in enum class com.hw.langchain.chains.ChainType: Chain type for "map_rerank".
MapReducePrompt - Class in com.hw.langchain.chains.summarize
MARIADB_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
MarkdownHeaderTextSplitter - Class in com.hw.langchain.text.splitter: Implementation of splitting markdown files based on specified headers.
MarkdownHeaderTextSplitter(List<Pair<String, String>>) - Constructor for class com.hw.langchain.text.splitter.MarkdownHeaderTextSplitter
MarkdownHeaderTextSplitter(List<Pair<String, String>>, boolean) - Constructor for class com.hw.langchain.text.splitter.MarkdownHeaderTextSplitter
MathUtils - Class in com.hw.langchain.math.utils: Math utils.
maximalMarginalRelevance(INDArray, List<List<Float>>, int, float) - Static method in class com.hw.langchain.vectorstores.utils.Utils: Calculate maximal marginal relevance.
maxMarginalRelevanceSearch(String) - Method in class com.hw.langchain.vectorstores.base.VectorStore
maxMarginalRelevanceSearch(String, int, int, float) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs selected using the maximal marginal relevance.
maxMarginalRelevanceSearch(String, int, int, float) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
maxMarginalRelevanceSearch(String, int, int, float) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
maxMarginalRelevanceSearchByVector(List<Float>) - Method in class com.hw.langchain.vectorstores.base.VectorStore
maxMarginalRelevanceSearchByVector(List<Float>, int, int, float) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs selected using the maximal marginal relevance.
maxMarginalRelevanceSearchByVector(List<Float>, int, int, float) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
maxMarginalRelevanceSearchByVector(List<Float>, int, int, float) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
maxRetries - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Maximum number of retries to make when generating.
maxRetries - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Maximum number of retries to make when generating.
maxRetries - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Maximum number of retries to make when generating.
maxTokens - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Maximum number of tokens to generate.
maxTokens - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: The maximum number of tokens to generate in the completion.
maxTokens - Variable in class com.hw.langchain.llms.openai.OpenAIChat: The maximum number of tokens to generate in the completion.
memory - Variable in class com.hw.langchain.chains.base.Chain
MemoryMessagePicker - Interface in com.hw.langchain.memory.buffer: Since the token we input to LLM is limited, the history messages we add into gpt request is also limited.
memoryVariables() - Method in class com.hw.langchain.memory.buffer.ConversationBufferMemory: Will always return list of memory variables.
memoryVariables() - Method in interface com.hw.langchain.schema.BaseMemory: Input keys this memory class will load dynamically
mergePartialAndUserVariables(Map<String, Object>) - Method in class com.hw.langchain.prompts.base.BasePromptTemplate: Merge the partial variables and user variables into a single map.
mergeSplits(List<String>, String) - Method in class com.hw.langchain.text.splitter.TextSplitter: We now want to combine these smaller pieces into medium size chunks to send to the LLM.
message - Variable in class com.hw.langchain.schema.ChatGeneration
messages - Variable in class com.hw.langchain.schema.BaseChatMessageHistory
MessagesPlaceholder - Class in com.hw.langchain.prompts.chat: Prompt template that assumes variable is already list of messages.
MessagesPlaceholder(String) - Constructor for class com.hw.langchain.prompts.chat.MessagesPlaceholder
Milvus - Class in com.hw.langchain.vectorstores.milvus: Initialize wrapper around the milvus vector database.
Milvus() - Constructor for class com.hw.langchain.vectorstores.milvus.Milvus
MMR - Enum constant in enum class com.hw.langchain.vectorstores.base.SearchType: It is used to retrieve vectors using the maximum marginal relevance (MMR) algorithm
model - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Model name to use.
model - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Model name to use.
model - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Model name to use.
modelKwargs - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Holds any model parameters valid for `create` call not explicitly specified.
MRKLOutputParser - Class in com.hw.langchain.agents.mrkl.output.parser
MRKLOutputParser() - Constructor for class com.hw.langchain.agents.mrkl.output.parser.MRKLOutputParser
MYSQL_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt

N

n - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Number of chat completions to generate for each prompt.
n - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: How many completions to generate for each prompt.
n - Variable in class com.hw.langchain.llms.openai.OpenAIChat: How many completions to generate for each prompt.
name - Variable in class com.hw.langchain.tools.base.BaseTool: The unique name of the tool that clearly communicates its purpose.
Nd4jUtils - Class in com.hw.langchain.vectorstores.utils
NoOpOutputParser - Class in com.hw.langchain.schema: Output parser that just returns the text as is.
NoOpOutputParser() - Constructor for class com.hw.langchain.schema.NoOpOutputParser
NOT - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Operator
NotionDirectoryLoader - Class in com.hw.langchain.document.loaders.notion: Loader that loads Notion directory dump.
NotionDirectoryLoader(String) - Constructor for class com.hw.langchain.document.loaders.notion.NotionDirectoryLoader
num(int) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder

O

observationPrefix() - Method in class com.hw.langchain.agents.agent.Agent: Prefix to append the observation with.
observationPrefix() - Method in class com.hw.langchain.agents.chat.base.ChatAgent
observationPrefix() - Method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent
of(Map<String, Object>) - Static method in class com.hw.langchain.utilities.SerpAPIWrapper
Ollama - Class in com.hw.langchain.llms.ollama: Ollama locally run large language models.
Ollama() - Constructor for class com.hw.langchain.llms.ollama.Ollama
OllamaEmbeddings - Class in com.hw.langchain.embeddings.ollama
OllamaEmbeddings() - Constructor for class com.hw.langchain.embeddings.ollama.OllamaEmbeddings
OPEN_METEO_DOCS - Static variable in class com.hw.langchain.chains.api.meteo.OpenMeteoDocs
OpenAI - Class in com.hw.langchain.chat.models.openai
OpenAI - Class in com.hw.langchain.llms.openai: OpenAI
OpenAI() - Constructor for class com.hw.langchain.llms.openai.OpenAI
openaiApiBase - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI
openaiApiBase - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Base URL for OpenAI API.
openaiApiBase - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Base URL for OpenAI API.
openaiApiKey - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Base URL path for API requests, leave blank if not using a proxy or service emulator.
openaiApiKey - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: API key for OpenAI.
openaiApiKey - Variable in class com.hw.langchain.llms.openai.OpenAIChat: API key for OpenAI.
openaiApiType - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI
openaiApiType - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Api type for Azure OpenAI API.
openaiApiType - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Api type for Azure OpenAI API.
openaiApiVersion - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI
openaiApiVersion - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Api version for Azure OpenAI API.
openaiApiVersion - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Api version for Azure OpenAI API.
OpenAIChat - Class in com.hw.langchain.llms.openai: Wrapper around OpenAI Chat large language models.
OpenAIChat() - Constructor for class com.hw.langchain.llms.openai.OpenAIChat
OpenAIEmbeddings - Class in com.hw.langchain.embeddings.openai: Wrapper around OpenAI embedding models.
OpenAIEmbeddings() - Constructor for class com.hw.langchain.embeddings.openai.OpenAIEmbeddings
openaiOrganization - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI
openaiOrganization - Variable in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings
openaiOrganization - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Organization ID for OpenAI.
openaiOrganization - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Organization ID for OpenAI.
openaiProxy - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: To support explicit proxy for OpenAI.
openaiProxy - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Support explicit proxy for OpenAI
openaiProxy - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Support explicit proxy for OpenAI
OpenMeteoDocs - Class in com.hw.langchain.chains.api.meteo
Operation - Class in com.hw.langchain.chains.query.constructor.ir: A logical operation over other directives.
Operation() - Constructor for class com.hw.langchain.chains.query.constructor.ir.Operation
Operator - Enum Class in com.hw.langchain.chains.query.constructor.ir: Enumerator of the operations.
OR - Enum constant in enum class com.hw.langchain.chains.query.constructor.ir.Operator
ORACLE_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
outputKey - Variable in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
outputKey - Variable in class com.hw.langchain.chains.llm.LLMChain
outputKey - Variable in class com.hw.langchain.memory.chat.memory.BaseChatMemory
outputKeys() - Method in class com.hw.langchain.agents.agent.AgentExecutor: Return the singular output key.
outputKeys() - Method in class com.hw.langchain.chains.api.base.ApiChain
outputKeys() - Method in class com.hw.langchain.chains.base.Chain: Retrieves the list of output keys that this chain expects.
outputKeys() - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain
outputKeys() - Method in class com.hw.langchain.chains.llm.LLMChain: Will always return text key.
outputKeys() - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain: Expect output key.
outputKeys() - Method in class com.hw.langchain.chains.retrieval.qa.base.BaseRetrievalQA
outputKeys() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain: Return the singular output key.
outputKeys() - Method in class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain: Return the singular output key.
outputParser - Variable in class com.hw.langchain.chains.llm.LLMChain: Output parser to use.
outputParser - Variable in class com.hw.langchain.prompts.base.BasePromptTemplate: How to parse the output of calling an LLM on this formatted prompt.
OutputParserException - Exception in com.hw.langchain.schema: Exception that output parsers should raise to signify a parsing error.
OutputParserException(Object) - Constructor for exception com.hw.langchain.schema.OutputParserException
OutputParserException(Object, String, String, boolean) - Constructor for exception com.hw.langchain.schema.OutputParserException

P

parse(String) - Method in class com.hw.langchain.agents.chat.output.parser.ChatOutputParser
parse(String) - Method in class com.hw.langchain.agents.mrkl.output.parser.MRKLOutputParser
parse(String) - Method in class com.hw.langchain.chains.query.constructor.base.StructuredQueryOutputParser
parse(String) - Method in class com.hw.langchain.output.parsers.list.CommaSeparatedListOutputParser
parse(String) - Method in class com.hw.langchain.output.parsers.structured.StructuredOutputParser
parse(String) - Method in class com.hw.langchain.schema.BaseOutputParser: Parse the output of an LLM call.
parse(String) - Method in class com.hw.langchain.schema.NoOpOutputParser
parseAndCheckJsonMarkdown(String, List<String>) - Static method in class com.hw.langchain.output.parsers.json.Json: Parse a JSON string from a Markdown string and check that it contains the expected keys.
parseJsonMarkdown(String) - Static method in class com.hw.langchain.output.parsers.json.Json: Parse a JSON string from a Markdown string.
parseResult(List<? extends Generation>) - Method in class com.hw.langchain.schema.BaseLLMOutputParser: Parse LLM Result.
parseResult(List<? extends Generation>) - Method in class com.hw.langchain.schema.BaseOutputParser
parseWithPrompt(String, PromptValue) - Method in class com.hw.langchain.schema.BaseOutputParser: Optional method to parse the output of an LLM call with a prompt.
partialVariables - Variable in class com.hw.langchain.prompts.base.BasePromptTemplate
patch(String, Map<String, Object>) - Method in class com.hw.langchain.requests.Requests
patch(String, Map<String, Object>) - Method in class com.hw.langchain.requests.TextRequestsWrapper
pickMemoryMessage(List<BaseMessage>) - Method in class com.hw.langchain.memory.buffer.BufferWindowMemoryMessagePicker
pickMemoryMessage(List<BaseMessage>) - Method in interface com.hw.langchain.memory.buffer.MemoryMessagePicker: pick up memory messages as needed
Pinecone - Class in com.hw.langchain.vectorstores.pinecone
Pinecone() - Constructor for class com.hw.langchain.vectorstores.pinecone.Pinecone
PineconeTranslator - Class in com.hw.langchain.retrievers.self.query.pinecone: Logic for converting internal query language elements to valid filters.
PineconeTranslator() - Constructor for class com.hw.langchain.retrievers.self.query.pinecone.PineconeTranslator
plan(List<Pair<AgentAction, String>>, Map<String, Object>) - Method in class com.hw.langchain.agents.agent.Agent
plan(List<Pair<AgentAction, String>>, Map<String, Object>) - Method in class com.hw.langchain.agents.agent.BaseSingleActionAgent: Given input, decided what to do.
post(String, Map<String, Object>) - Method in class com.hw.langchain.requests.Requests
post(String, Map<String, Object>) - Method in class com.hw.langchain.requests.TextRequestsWrapper
POSTGRES_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
predict(String) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict text from text.
predict(String, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict text from text.
predict(String, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
predict(String, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM
predict(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.LLMChain: Format prompt with kwargs and pass to LLM.
predictAndParse(Map<String, Object>) - Method in class com.hw.langchain.chains.llm.LLMChain: Call predict and then parse the results.
predictMessages(List<BaseMessage>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict message from messages.
predictMessages(List<BaseMessage>, List<String>) - Method in interface com.hw.langchain.base.language.BaseLanguageModel: Predict message from messages.
predictMessages(List<BaseMessage>, List<String>) - Method in class com.hw.langchain.chat.models.base.BaseChatModel
predictMessages(List<BaseMessage>, List<String>) - Method in class com.hw.langchain.llms.base.BaseLLM
PREFIX - Static variable in class com.hw.langchain.agents.mrkl.prompt.Prompt
prepInputs(Map<String, Object>) - Method in class com.hw.langchain.chains.base.Chain: Validate and prep inputs.
presencePenalty - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Penalizes repeated tokens.
presencePenalty - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Penalizes repeated tokens.
processLLMResult(String) - Method in class com.hw.langchain.chains.llm.math.base.LLMMathChain
processOutput(AgentFinish, List<Pair<AgentAction, String>>) - Method in class com.hw.langchain.agents.agent.AgentExecutor
processResponse(JsonObject) - Static method in class com.hw.langchain.utilities.SerpAPIWrapper
prompt - Variable in class com.hw.langchain.chains.llm.LLMChain: Prompt object to use.
prompt - Variable in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
Prompt - Class in com.hw.langchain.agents.chat.prompt
Prompt - Class in com.hw.langchain.agents.mrkl.prompt
Prompt - Class in com.hw.langchain.chains.api.prompt
Prompt - Class in com.hw.langchain.chains.conversation.prompt
Prompt - Class in com.hw.langchain.chains.llm.math.prompt
Prompt - Class in com.hw.langchain.chains.query.constructor.prompt
Prompt - Class in com.hw.langchain.chains.retrieval.qa.promt
Prompt - Class in com.hw.langchain.chains.sql.database.prompt: Prompt
Prompt() - Constructor for class com.hw.langchain.agents.chat.prompt.Prompt
Prompt() - Constructor for class com.hw.langchain.agents.mrkl.prompt.Prompt
Prompt() - Constructor for class com.hw.langchain.chains.conversation.prompt.Prompt
Prompt() - Constructor for class com.hw.langchain.chains.llm.math.prompt.Prompt
Prompt() - Constructor for class com.hw.langchain.chains.sql.database.prompt.Prompt
PROMPT - Static variable in class com.hw.langchain.chains.conversation.prompt.Prompt
PROMPT - Static variable in class com.hw.langchain.chains.llm.math.prompt.Prompt
PROMPT - Static variable in class com.hw.langchain.chains.question.answering.StuffPrompt
PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
PROMPT - Static variable in class com.hw.langchain.chains.summarize.MapReducePrompt
PROMPT - Static variable in class com.hw.langchain.chains.summarize.RefinePrompt
PROMPT - Static variable in class com.hw.langchain.chains.summarize.StuffPrompt
PROMPT_SELECTOR - Static variable in class com.hw.langchain.chains.question.answering.StuffPrompt
PROMPT_TEMPLATE - Static variable in class com.hw.langchain.chains.retrieval.qa.promt.Prompt
promptLength(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.chains.combine.documents.base.BaseCombineDocumentsChain: Return the prompt length given the documents passed in.
PromptSelectorUtils - Class in com.hw.langchain.chains.prompt.selector
PromptTemplate - Class in com.hw.langchain.prompts.prompt: Schema to represent a prompt for an LLM.
PromptTemplate(String, List<String>, BaseOutputParser<?>) - Constructor for class com.hw.langchain.prompts.prompt.PromptTemplate
PromptTemplate(String, List<String>, Map<String, Object>) - Constructor for class com.hw.langchain.prompts.prompt.PromptTemplate
PromptTemplate(List<String>, String) - Constructor for class com.hw.langchain.prompts.prompt.PromptTemplate
PromptValue - Interface in com.hw.langchain.schema: PromptValue
proxyPassword - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: the password for proxy authentication (optional)
proxyUsername - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: the username for proxy authentication (optional)
put(String, Map<String, Object>) - Method in class com.hw.langchain.requests.Requests
put(String, Map<String, Object>) - Method in class com.hw.langchain.requests.TextRequestsWrapper
PYDANTIC_FORMAT_INSTRUCTIONS - Static variable in class com.hw.langchain.output.parsers.FormatInstructions

R

REACT_DOCSTORE - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
readTimeout(int) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper.Builder
RecursiveCharacterTextSplitter - Class in com.hw.langchain.text.splitter: Implementation of splitting text that looks at characters.
RecursiveCharacterTextSplitter() - Constructor for class com.hw.langchain.text.splitter.RecursiveCharacterTextSplitter
RedisChatMessageHistory - Class in com.hw.langchain.memory.chat.message.histories.database.redis: a simple wrapper for DataBaseChatMessageHistory with redisChatMessageRepository;
RedisChatMessageHistory(String, RedissonClient) - Constructor for class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageHistory
RedisChatMessageHistory(String, RedissonClient, int) - Constructor for class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageHistory
RedisChatMessageRepository - Class in com.hw.langchain.memory.chat.message.histories.database.redis
RedisChatMessageRepository(RedissonClient) - Constructor for class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageRepository
RedisChatMessageRepository(RedissonClient, int) - Constructor for class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageRepository
REFINE - Enum constant in enum class com.hw.langchain.chains.ChainType: Chain type for "refine".
REFINE_PROMPT - Static variable in class com.hw.langchain.chains.summarize.RefinePrompt
RefinePrompt - Class in com.hw.langchain.chains.summarize
Requests - Class in com.hw.langchain.requests: Wrapper around requests to handle auth and async.
Requests(Map<String, String>) - Constructor for class com.hw.langchain.requests.Requests
requestTimeout - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Timeout for requests to OpenAI completion API.
requestTimeout - Variable in class com.hw.langchain.embeddings.openai.OpenAIEmbeddings: Timeout for requests to OpenAI completion API.
requestTimeout - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Timeout for requests to OpenAI completion API.
requestTimeout - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Timeout for requests to OpenAI completion API.
Resilience4jRetryUtils - Class in com.hw.langchain.utils
ResourceBundleUtils - Class in com.hw.langchain.utils
ResourceBundleUtils() - Constructor for class com.hw.langchain.utils.ResourceBundleUtils
ResponseSchema - Class in com.hw.langchain.output.parsers.structured
ResponseSchema(String, String) - Constructor for class com.hw.langchain.output.parsers.structured.ResponseSchema
results(String, int) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper: Run query through GoogleSearch and return metadata.
RetrievalQa - Class in com.hw.langchain.chains.retrieval.qa.base: Chain for question-answering against an index.
RetrievalQa(BaseCombineDocumentsChain, BaseRetriever) - Constructor for class com.hw.langchain.chains.retrieval.qa.base.RetrievalQa
retryWithExponentialBackoff(int, Supplier<T>) - Static method in class com.hw.langchain.utils.Resilience4jRetryUtils
retryWithExponentialBackoff(int, Supplier<T>, Duration, double, Duration) - Static method in class com.hw.langchain.utils.Resilience4jRetryUtils
returnDirect - Variable in class com.hw.langchain.tools.base.BaseTool: Whether to return the tool's output directly.
returnFinalOnly - Variable in class com.hw.langchain.chains.llm.LLMChain: Whether to return only the final parsed result.
returnMessages - Variable in class com.hw.langchain.memory.chat.memory.BaseChatMemory
returnStoppedResponse(String, List<Pair<AgentAction, String>>, Map<String, ?>) - Method in class com.hw.langchain.agents.agent.Agent
returnStoppedResponse(String, List<Pair<AgentAction, String>>, Map<String, ?>) - Method in class com.hw.langchain.agents.agent.BaseSingleActionAgent: Return response when agent has been stopped due to max iterations.
returnValues() - Method in class com.hw.langchain.agents.agent.BaseSingleActionAgent
run(Object) - Method in class com.hw.langchain.chains.base.Chain: Run the chain as text in, text out
run(Object, Map<String, Object>) - Method in class com.hw.langchain.tools.base.BaseTool: Run the tool.
run(String) - Method in class com.hw.langchain.utilities.GoogleSearchAPIWrapper: Run a query through Google Search and parse the results.
run(String) - Method in class com.hw.langchain.utilities.SerpAPIWrapper: Run query through SerpAPI and parse result.
run(String, boolean) - Method in class com.hw.langchain.sql.database.SQLDatabase: Execute a SQL command and return a string representing the results.
run(Map<String, Object>) - Method in class com.hw.langchain.chains.base.Chain: Run the chain as multiple variables, text out.

S

saveContext(Map<String, Object>, Map<String, String>) - Method in class com.hw.langchain.memory.chat.memory.BaseChatMemory
saveContext(Map<String, Object>, Map<String, String>) - Method in interface com.hw.langchain.schema.BaseMemory: Save the context of this model run to memory.
saveMessage(String, BaseMessage) - Method in interface com.hw.langchain.memory.chat.message.histories.database.ChatMessageRepository: Saves a chat message to the specified sessionId.
saveMessage(String, BaseMessage) - Method in class com.hw.langchain.memory.chat.message.histories.database.redis.RedisChatMessageRepository
Schema - Class in com.hw.langchain.schema
Schema() - Constructor for class com.hw.langchain.schema.Schema
SCHEMA_WITH_LIMIT - Static variable in class com.hw.langchain.chains.query.constructor.prompt.Prompt
search(String, SearchType, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStore
SearchType - Enum Class in com.hw.langchain.vectorstores.base
SELF_ASK_WITH_SEARCH - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
SelfQueryRetriever - Class in com.hw.langchain.retrievers.self.query.base: Retriever that wraps around a vector store and uses an LLM to generate the vector store queries.
SelfQueryRetriever(VectorStore, LLMChain, Visitor, boolean) - Constructor for class com.hw.langchain.retrievers.self.query.base.SelfQueryRetriever
SelfQueryRetriever(VectorStore, LLMChain, SearchType, Map<String, Object>, Visitor, boolean) - Constructor for class com.hw.langchain.retrievers.self.query.base.SelfQueryRetriever
sendRequest(String, String, Map<String, Object>) - Method in class com.hw.langchain.requests.Requests
separator - Variable in class com.hw.langchain.text.splitter.CharacterTextSplitter
separators - Variable in class com.hw.langchain.text.splitter.RecursiveCharacterTextSplitter
SerpAPIWrapper - Class in com.hw.langchain.utilities: Wrapper around SerpAPI.
SerpAPIWrapper(Map<String, Object>) - Constructor for class com.hw.langchain.utilities.SerpAPIWrapper
setPrompt(StringPromptTemplate) - Method in class com.hw.langchain.prompts.chat.BaseStringMessagePromptTemplate
SIMILARITY - Enum constant in enum class com.hw.langchain.vectorstores.base.SearchType: It is used to retrieve vectors based on similarity.
SIMILARITY_SCORE_THRESHOLD - Enum constant in enum class com.hw.langchain.vectorstores.base.SearchType: It is used to retrieve vectors based on a similarity score threshold.
similaritySearch(String) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Returns the documents most similar to the given query.
similaritySearch(String, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Returns the documents most similar to the given query.
similaritySearch(String, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
similaritySearch(String, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone: Return pinecone documents most similar to query.
similaritySearch(String, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Returns the documents most similar to the given query.
similaritySearchWithRelevanceScores(String) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs and relevance scores in the range [0, 1].
similaritySearchWithRelevanceScores(String, int) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs and relevance scores in the range [0, 1].
similarSearchByVector(List<Float>, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.base.VectorStore: Return docs most similar to embedding vector.
similarSearchByVector(List<Float>, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.milvus.Milvus
similarSearchByVector(List<Float>, int, Map<String, Object>) - Method in class com.hw.langchain.vectorstores.pinecone.Pinecone
splitDocuments(List<Document>) - Method in class com.hw.langchain.text.splitter.TextSplitter: Split documents.
splitText(String) - Method in class com.hw.langchain.text.splitter.CharacterTextSplitter: Split incoming text and return chunks.
splitText(String) - Method in class com.hw.langchain.text.splitter.MarkdownHeaderTextSplitter: Split markdown file.
splitText(String) - Method in class com.hw.langchain.text.splitter.RecursiveCharacterTextSplitter
splitText(String) - Method in class com.hw.langchain.text.splitter.TextSplitter: Split text into multiple components.
splitTextWithRegex(String, String, boolean) - Static method in class com.hw.langchain.text.splitter.TextSplitterUtils
splitWithSeparator(String, String) - Static method in class com.hw.langchain.text.splitter.TextSplitterUtils: Split the text by the occurrences of the separator, returning a list containing the resulting substrings and the separators.
SQL_PROMPTS - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
SQLDatabase - Class in com.hw.langchain.sql.database: SQLAlchemy wrapper around a database.
SQLDatabase(String, String, String) - Constructor for class com.hw.langchain.sql.database.SQLDatabase
SQLDatabase(String, String, String, List<String>, List<String>, int, boolean) - Constructor for class com.hw.langchain.sql.database.SQLDatabase
SQLDatabaseChain - Class in com.hw.langchain.chains.sql.database.base: Chain for interacting with SQL Database.
SQLDatabaseChain(LLMChain, SQLDatabase) - Constructor for class com.hw.langchain.chains.sql.database.base.SQLDatabaseChain
SQLDatabaseSequentialChain - Class in com.hw.langchain.chains.sql.database.base: Chain for querying SQL database that is a sequential chain.
SQLDatabaseSequentialChain(SQLDatabaseChain, LLMChain) - Constructor for class com.hw.langchain.chains.sql.database.base.SQLDatabaseSequentialChain
SQLITE_PROMPT - Static variable in class com.hw.langchain.chains.sql.database.prompt.Prompt
stop() - Method in class com.hw.langchain.agents.agent.Agent
stop() - Method in class com.hw.langchain.agents.chat.base.ChatAgent
stream - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: Whether to stream the results or not.
stream - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Whether to stream the results or not.
stream - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Whether to stream the results or not.
streamResponseToGenerationChunk(String) - Static method in class com.hw.langchain.llms.ollama.Ollama: Convert a stream response to a generation chunk.
StringEnum<E extends Enum<E>> - Interface in com.hw.langchain.chains.query.constructor.ir
StringPromptTemplate - Class in com.hw.langchain.prompts.base: String prompt should expose the format method, returning a prompt.
StringPromptTemplate(List<String>) - Constructor for class com.hw.langchain.prompts.base.StringPromptTemplate
StringPromptTemplate(List<String>, BaseOutputParser<?>) - Constructor for class com.hw.langchain.prompts.base.StringPromptTemplate
StringPromptTemplate(List<String>, Map<String, Object>) - Constructor for class com.hw.langchain.prompts.base.StringPromptTemplate
StringPromptValue - Class in com.hw.langchain.prompts.base: StringPromptValue
StringPromptValue(String) - Constructor for class com.hw.langchain.prompts.base.StringPromptValue
STRUCTURED_CHAT_ZERO_SHOT_REACT_DESCRIPTION - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
STRUCTURED_FORMAT_INSTRUCTIONS - Static variable in class com.hw.langchain.output.parsers.FormatInstructions
StructuredOutputParser - Class in com.hw.langchain.output.parsers.structured
StructuredOutputParser(List<ResponseSchema>) - Constructor for class com.hw.langchain.output.parsers.structured.StructuredOutputParser
StructuredQuery - Class in com.hw.langchain.chains.query.constructor.ir
StructuredQuery() - Constructor for class com.hw.langchain.chains.query.constructor.ir.StructuredQuery
StructuredQueryOutputParser - Class in com.hw.langchain.chains.query.constructor.base
StructuredQueryOutputParser() - Constructor for class com.hw.langchain.chains.query.constructor.base.StructuredQueryOutputParser
STUFF - Enum constant in enum class com.hw.langchain.chains.ChainType: Chain type for "stuff".
StuffDocumentsChain - Class in com.hw.langchain.chains.combine.documents.stuff: Chain that combines documents by stuffing into context.
StuffDocumentsChain(LLMChain, BasePromptTemplate, String, String) - Constructor for class com.hw.langchain.chains.combine.documents.stuff.StuffDocumentsChain
StuffDocumentsChain(LLMChain, String) - Constructor for class com.hw.langchain.chains.combine.documents.stuff.StuffDocumentsChain
StuffPrompt - Class in com.hw.langchain.chains.question.answering
StuffPrompt - Class in com.hw.langchain.chains.summarize
StuffUtils - Class in com.hw.langchain.chains.combine.documents.stuff
SUFFIX - Static variable in class com.hw.langchain.agents.mrkl.prompt.Prompt
SummarizeUtils - Class in com.hw.langchain.chains.summarize
SYSTEM_MESSAGE_PREFIX - Static variable in class com.hw.langchain.agents.chat.prompt.Prompt
SYSTEM_MESSAGE_SUFFIX - Static variable in class com.hw.langchain.agents.chat.prompt.Prompt
SystemMessage - Class in com.hw.langchain.schema: Type of message that is a system message.
SystemMessage(String) - Constructor for class com.hw.langchain.schema.SystemMessage
SystemMessagePromptTemplate - Class in com.hw.langchain.prompts.chat
SystemMessagePromptTemplate() - Constructor for class com.hw.langchain.prompts.chat.SystemMessagePromptTemplate

T

takeNextStep(Map<String, BaseTool>, Map<String, Object>, List<Pair<AgentAction, String>>) - Method in class com.hw.langchain.agents.agent.AgentExecutor: Take a single step in the thought-action-observation loop.
temperature - Variable in class com.hw.langchain.chat.models.openai.ChatOpenAI: What sampling temperature to use.
temperature - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: What sampling temperature to use.
temperature - Variable in class com.hw.langchain.llms.openai.OpenAIChat: What sampling temperature to use.
text - Variable in class com.hw.langchain.schema.Generation: Generated text output.
TextLoader - Class in com.hw.langchain.document.loaders.text: Load text files.
TextLoader(String) - Constructor for class com.hw.langchain.document.loaders.text.TextLoader
TextLoader(String, Charset, boolean) - Constructor for class com.hw.langchain.document.loaders.text.TextLoader: Load text files.
TextRequestsWrapper - Class in com.hw.langchain.requests: Lightweight wrapper around requests library.
TextRequestsWrapper(Map<String, String>) - Constructor for class com.hw.langchain.requests.TextRequestsWrapper
TextSplitter - Class in com.hw.langchain.text.splitter: Interface for splitting text into chunks.
TextSplitter() - Constructor for class com.hw.langchain.text.splitter.TextSplitter
TextSplitterUtils - Class in com.hw.langchain.text.splitter
ThreadPoolUtil - Class in com.hw.langchain.utils
toArgsAndKwargs(Object) - Method in class com.hw.langchain.tools.base.BaseTool
toArgsAndKwargs(Object) - Method in class com.hw.langchain.tools.base.Tool
toJsonStringWithIndent(Object) - Static method in class com.hw.langchain.chains.query.constructor.JsonUtils
toJsonStringWithIndent(Object, int) - Static method in class com.hw.langchain.chains.query.constructor.JsonUtils
toMap() - Method in class com.hw.langchain.schema.BaseMessage
toMessages() - Method in class com.hw.langchain.prompts.base.StringPromptValue
toMessages() - Method in class com.hw.langchain.prompts.chat.ChatPromptValue
toMessages() - Method in interface com.hw.langchain.schema.PromptValue: Return prompt as messages.
Tool - Class in com.hw.langchain.tools.base: Tool that takes in function or coroutine directly.
Tool(String, String, UnaryOperator<String>) - Constructor for class com.hw.langchain.tools.base.Tool
toolRunLoggingKwargs() - Method in class com.hw.langchain.agents.agent.Agent
toolRunLoggingKwargs() - Method in class com.hw.langchain.agents.agent.BaseSingleActionAgent
topP - Variable in class com.hw.langchain.llms.openai.BaseOpenAI: Total probability mass of tokens to consider at each step.
topP - Variable in class com.hw.langchain.llms.openai.OpenAIChat: Total probability mass of tokens to consider at each step.
toString() - Method in class com.hw.langchain.prompts.base.StringPromptValue: Return prompt as string.
toString() - Method in class com.hw.langchain.prompts.chat.ChatPromptValue: Return prompt as string.
toString() - Method in class com.hw.langchain.schema.AIMessage
toString() - Method in class com.hw.langchain.schema.HumanMessage
toString() - Method in class com.hw.langchain.schema.SystemMessage
transformDocuments(List<Document>, Map<String, Object>) - Method in interface com.hw.langchain.schema.BaseDocumentTransformer: Transform a list of documents.
transformDocuments(List<Document>, Map<String, Object>) - Method in class com.hw.langchain.text.splitter.TextSplitter: Transform sequence of documents by splitting them.
type() - Method in class com.hw.langchain.schema.AIMessage
type() - Method in class com.hw.langchain.schema.BaseMessage: Type of the message, used for serialization.
type() - Method in class com.hw.langchain.schema.ChatMessage
type() - Method in class com.hw.langchain.schema.FunctionMessage
type() - Method in class com.hw.langchain.schema.HumanMessage
type() - Method in class com.hw.langchain.schema.SystemMessage
Types - Class in com.hw.langchain.agents.types
Types() - Constructor for class com.hw.langchain.agents.types.Types

U

Utils - Class in com.hw.langchain.agents.utils
Utils - Class in com.hw.langchain.llms
Utils - Class in com.hw.langchain.output.parsers.list
Utils - Class in com.hw.langchain.utils
Utils - Class in com.hw.langchain.vectorstores.utils: Utility functions for working with vectors and vectorStores.
Utils() - Constructor for class com.hw.langchain.agents.utils.Utils
Utils() - Constructor for class com.hw.langchain.output.parsers.list.Utils
Utils() - Constructor for class com.hw.langchain.utils.Utils

V

validatePromptInputVariables() - Method in class com.hw.langchain.chains.conversation.base.ConversationChain: Validate that prompt input variables are consistent.
validateTools(List<BaseTool>) - Static method in class com.hw.langchain.agents.agent.Agent: Validate that appropriate tools are passed in.
validateTools(List<BaseTool>) - Static method in class com.hw.langchain.agents.chat.base.ChatAgent
validateTools(List<BaseTool>) - Static method in class com.hw.langchain.agents.mrkl.base.ZeroShotAgent
validateToolsSingleInput(String, List<BaseTool>) - Static method in class com.hw.langchain.agents.utils.Utils
value() - Method in enum class com.hw.langchain.chains.query.constructor.ir.Comparator
value() - Method in enum class com.hw.langchain.chains.query.constructor.ir.Operator
value() - Method in interface com.hw.langchain.chains.query.constructor.ir.StringEnum: Retrieves the string representation of the enum value.
valueOf(String) - Static method in enum class com.hw.langchain.agents.agent.types.AgentType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.hw.langchain.chains.ChainType: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.hw.langchain.chains.query.constructor.ir.Comparator: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.hw.langchain.chains.query.constructor.ir.Operator: Returns the enum constant of this class with the specified name.
valueOf(String) - Static method in enum class com.hw.langchain.vectorstores.base.SearchType: Returns the enum constant of this class with the specified name.
values() - Static method in enum class com.hw.langchain.agents.agent.types.AgentType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.hw.langchain.chains.ChainType: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.hw.langchain.chains.query.constructor.ir.Comparator: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.hw.langchain.chains.query.constructor.ir.Operator: Returns an array containing the constants of this enum class, in the order they are declared.
values() - Static method in enum class com.hw.langchain.vectorstores.base.SearchType: Returns an array containing the constants of this enum class, in the order they are declared.
VectorStore - Class in com.hw.langchain.vectorstores.base
VectorStore() - Constructor for class com.hw.langchain.vectorstores.base.VectorStore
VectorStoreRetriever - Class in com.hw.langchain.vectorstores.base
VectorStoreRetriever(VectorStore, SearchType) - Constructor for class com.hw.langchain.vectorstores.base.VectorStoreRetriever
VectorStoreRetriever(VectorStore, SearchType, Map<String, Object>) - Constructor for class com.hw.langchain.vectorstores.base.VectorStoreRetriever
visitComparison(Comparison) - Method in class com.hw.langchain.chains.query.constructor.ir.Visitor: Translates a Comparison expression.
visitComparison(Comparison) - Method in class com.hw.langchain.retrievers.self.query.pinecone.PineconeTranslator
visitOperation(Operation) - Method in class com.hw.langchain.chains.query.constructor.ir.Visitor: Translates an Operation expression.
visitOperation(Operation) - Method in class com.hw.langchain.retrievers.self.query.pinecone.PineconeTranslator
Visitor - Class in com.hw.langchain.chains.query.constructor.ir: Defines interface for IR translation using visitor pattern.
Visitor(List<Comparator>, List<Operator>) - Constructor for class com.hw.langchain.chains.query.constructor.ir.Visitor
visitStructuredQuery(StructuredQuery) - Method in class com.hw.langchain.chains.query.constructor.ir.Visitor: Translates a StructuredQuery expression.
visitStructuredQuery(StructuredQuery) - Method in class com.hw.langchain.retrievers.self.query.pinecone.PineconeTranslator

W

WebBaseLoader - Class in com.hw.langchain.document.loaders
WebBaseLoader(List<String>) - Constructor for class com.hw.langchain.document.loaders.WebBaseLoader
writeValueAsString(Object) - Static method in class com.hw.langchain.chains.query.constructor.JsonUtils

Z

ZERO_SHOT_REACT_DESCRIPTION - Enum constant in enum class com.hw.langchain.agents.agent.types.AgentType
ZeroShotAgent - Class in com.hw.langchain.agents.mrkl.base: Agent for the MRKL chain.
ZeroShotAgent(LLMChain, List<String>) - Constructor for class com.hw.langchain.agents.mrkl.base.ZeroShotAgent
ZeroShotAgent(LLMChain, List<String>, AgentOutputParser) - Constructor for class com.hw.langchain.agents.mrkl.base.ZeroShotAgent

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