llama-index

Форк
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108 строк · 2.7 Кб
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import langchain
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from langchain.agents import AgentExecutor, AgentType, initialize_agent
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# agents and tools
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from langchain.agents.agent_toolkits.base import BaseToolkit
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from langchain.base_language import BaseLanguageModel
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# callback
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from langchain.callbacks.base import BaseCallbackHandler, BaseCallbackManager
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from langchain.chains.prompt_selector import ConditionalPromptSelector, is_chat_model
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from langchain.chat_models.base import BaseChatModel
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from langchain.docstore.document import Document
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from langchain.memory import ChatMessageHistory, ConversationBufferMemory
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# chat and memory
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from langchain.memory.chat_memory import BaseChatMemory
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from langchain.output_parsers import ResponseSchema
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# prompts
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from langchain.prompts import PromptTemplate
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from langchain.prompts.chat import (
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    AIMessagePromptTemplate,
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    BaseMessagePromptTemplate,
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    ChatPromptTemplate,
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    HumanMessagePromptTemplate,
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    SystemMessagePromptTemplate,
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)
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# schema
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from langchain.schema import (
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    AIMessage,
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    BaseMemory,
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    BaseMessage,
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    BaseOutputParser,
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    ChatGeneration,
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    ChatMessage,
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    FunctionMessage,
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    HumanMessage,
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    LLMResult,
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    SystemMessage,
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)
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# embeddings
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from langchain.schema.embeddings import Embeddings
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from langchain.schema.prompt_template import BasePromptTemplate
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# input & output
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from langchain.text_splitter import RecursiveCharacterTextSplitter, TextSplitter
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from langchain.tools import BaseTool, StructuredTool, Tool
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from langchain_community.chat_models import ChatAnyscale, ChatOpenAI
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from langchain_community.embeddings import (
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    HuggingFaceBgeEmbeddings,
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    HuggingFaceEmbeddings,
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)
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# LLMs
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from langchain_community.llms import AI21, BaseLLM, Cohere, FakeListLLM, OpenAI
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__all__ = [
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    "langchain",
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    "BaseLLM",
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    "FakeListLLM",
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    "OpenAI",
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    "AI21",
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    "Cohere",
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    "BaseChatModel",
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    "ChatAnyscale",
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    "ChatOpenAI",
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    "BaseLanguageModel",
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    "Embeddings",
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    "HuggingFaceEmbeddings",
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    "HuggingFaceBgeEmbeddings",
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    "PromptTemplate",
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    "BasePromptTemplate",
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    "ConditionalPromptSelector",
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    "is_chat_model",
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    "AIMessagePromptTemplate",
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    "ChatPromptTemplate",
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    "HumanMessagePromptTemplate",
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    "BaseMessagePromptTemplate",
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    "SystemMessagePromptTemplate",
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    "BaseChatMemory",
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    "ConversationBufferMemory",
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    "ChatMessageHistory",
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    "BaseToolkit",
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    "AgentType",
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    "AgentExecutor",
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    "initialize_agent",
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    "StructuredTool",
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    "Tool",
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    "BaseTool",
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    "ResponseSchema",
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    "BaseCallbackHandler",
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    "BaseCallbackManager",
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    "AIMessage",
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    "FunctionMessage",
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    "BaseMessage",
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    "ChatMessage",
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    "HumanMessage",
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    "SystemMessage",
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    "BaseMemory",
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    "BaseOutputParser",
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    "LLMResult",
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    "ChatGeneration",
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    "Document",
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    "RecursiveCharacterTextSplitter",
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    "TextSplitter",
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]
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