initial commit

venv/Lib/site-packages/langchain_classic/schema/__init__.py

@@ -0,0 +1,83 @@
+"""**Schemas** are the LangChain Base Classes and Interfaces."""
+
+from langchain_core.agents import AgentAction, AgentFinish
+from langchain_core.caches import BaseCache
+from langchain_core.chat_history import BaseChatMessageHistory
+from langchain_core.documents import BaseDocumentTransformer, Document
+from langchain_core.exceptions import LangChainException, OutputParserException
+from langchain_core.messages import (
+    AIMessage,
+    BaseMessage,
+    ChatMessage,
+    FunctionMessage,
+    HumanMessage,
+    SystemMessage,
+    _message_from_dict,
+    get_buffer_string,
+    messages_from_dict,
+    messages_to_dict,
+)
+from langchain_core.messages.base import message_to_dict
+from langchain_core.output_parsers import (
+    BaseLLMOutputParser,
+    BaseOutputParser,
+    StrOutputParser,
+)
+from langchain_core.outputs import (
+    ChatGeneration,
+    ChatResult,
+    Generation,
+    LLMResult,
+    RunInfo,
+)
+from langchain_core.prompt_values import PromptValue
+from langchain_core.prompts import BasePromptTemplate, format_document
+from langchain_core.retrievers import BaseRetriever
+from langchain_core.stores import BaseStore
+
+from langchain_classic.base_memory import BaseMemory
+
+RUN_KEY = "__run"
+
+# Backwards compatibility.
+Memory = BaseMemory
+_message_to_dict = message_to_dict
+
+__all__ = [
+    "RUN_KEY",
+    "AIMessage",
+    "AgentAction",
+    "AgentFinish",
+    "BaseCache",
+    "BaseChatMessageHistory",
+    "BaseDocumentTransformer",
+    "BaseLLMOutputParser",
+    "BaseMemory",
+    "BaseMessage",
+    "BaseOutputParser",
+    "BasePromptTemplate",
+    "BaseRetriever",
+    "BaseStore",
+    "ChatGeneration",
+    "ChatMessage",
+    "ChatResult",
+    "Document",
+    "FunctionMessage",
+    "Generation",
+    "HumanMessage",
+    "LLMResult",
+    "LangChainException",
+    "Memory",
+    "OutputParserException",
+    "PromptValue",
+    "RunInfo",
+    "StrOutputParser",
+    "SystemMessage",
+    "_message_from_dict",
+    "_message_to_dict",
+    "format_document",
+    "get_buffer_string",
+    "message_to_dict",
+    "messages_from_dict",
+    "messages_to_dict",
+]

venv/Lib/site-packages/langchain_classic/schema/agent.py

@@ -0,0 +1,3 @@
+from langchain_core.agents import AgentAction, AgentActionMessageLog, AgentFinish
+
+__all__ = ["AgentAction", "AgentActionMessageLog", "AgentFinish"]

venv/Lib/site-packages/langchain_classic/schema/cache.py

@@ -0,0 +1,3 @@
+from langchain_core.caches import RETURN_VAL_TYPE, BaseCache
+
+__all__ = ["RETURN_VAL_TYPE", "BaseCache"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/base.py

@@ -0,0 +1,23 @@
+from langchain_core.callbacks.base import (
+    AsyncCallbackHandler,
+    BaseCallbackHandler,
+    BaseCallbackManager,
+    CallbackManagerMixin,
+    ChainManagerMixin,
+    LLMManagerMixin,
+    RetrieverManagerMixin,
+    RunManagerMixin,
+    ToolManagerMixin,
+)
+
+__all__ = [
+    "AsyncCallbackHandler",
+    "BaseCallbackHandler",
+    "BaseCallbackManager",
+    "CallbackManagerMixin",
+    "ChainManagerMixin",
+    "LLMManagerMixin",
+    "RetrieverManagerMixin",
+    "RunManagerMixin",
+    "ToolManagerMixin",
+]

venv/Lib/site-packages/langchain_classic/schema/callbacks/manager.py

@@ -0,0 +1,53 @@
+from langchain_core.callbacks.manager import (
+    AsyncCallbackManager,
+    AsyncCallbackManagerForChainGroup,
+    AsyncCallbackManagerForChainRun,
+    AsyncCallbackManagerForLLMRun,
+    AsyncCallbackManagerForRetrieverRun,
+    AsyncCallbackManagerForToolRun,
+    AsyncParentRunManager,
+    AsyncRunManager,
+    BaseRunManager,
+    CallbackManager,
+    CallbackManagerForChainGroup,
+    CallbackManagerForChainRun,
+    CallbackManagerForLLMRun,
+    CallbackManagerForRetrieverRun,
+    CallbackManagerForToolRun,
+    ParentRunManager,
+    RunManager,
+    handle_event,
+    trace_as_chain_group,
+)
+from langchain_core.tracers.context import (
+    collect_runs,
+    register_configure_hook,
+    tracing_v2_enabled,
+)
+from langchain_core.utils.env import env_var_is_set
+
+__all__ = [
+    "AsyncCallbackManager",
+    "AsyncCallbackManagerForChainGroup",
+    "AsyncCallbackManagerForChainRun",
+    "AsyncCallbackManagerForLLMRun",
+    "AsyncCallbackManagerForRetrieverRun",
+    "AsyncCallbackManagerForToolRun",
+    "AsyncParentRunManager",
+    "AsyncRunManager",
+    "BaseRunManager",
+    "CallbackManager",
+    "CallbackManagerForChainGroup",
+    "CallbackManagerForChainRun",
+    "CallbackManagerForLLMRun",
+    "CallbackManagerForRetrieverRun",
+    "CallbackManagerForToolRun",
+    "ParentRunManager",
+    "RunManager",
+    "collect_runs",
+    "env_var_is_set",
+    "handle_event",
+    "register_configure_hook",
+    "trace_as_chain_group",
+    "tracing_v2_enabled",
+]

venv/Lib/site-packages/langchain_classic/schema/callbacks/stdout.py

@@ -0,0 +1,3 @@
+from langchain_core.callbacks.stdout import StdOutCallbackHandler
+
+__all__ = ["StdOutCallbackHandler"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/streaming_stdout.py

@@ -0,0 +1,3 @@
+from langchain_core.callbacks.streaming_stdout import StreamingStdOutCallbackHandler
+
+__all__ = ["StreamingStdOutCallbackHandler"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/base.py

@@ -0,0 +1,4 @@
+from langchain_core.exceptions import TracerException
+from langchain_core.tracers.base import BaseTracer
+
+__all__ = ["BaseTracer", "TracerException"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/evaluation.py

@@ -0,0 +1,6 @@
+from langchain_core.tracers.evaluation import (
+    EvaluatorCallbackHandler,
+    wait_for_all_evaluators,
+)
+
+__all__ = ["EvaluatorCallbackHandler", "wait_for_all_evaluators"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/langchain.py

@@ -0,0 +1,8 @@
+from langchain_core.tracers.langchain import (
+    LangChainTracer,
+    get_client,
+    log_error_once,
+    wait_for_all_tracers,
+)
+
+__all__ = ["LangChainTracer", "get_client", "log_error_once", "wait_for_all_tracers"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/log_stream.py

@@ -0,0 +1,9 @@
+from langchain_core.tracers.log_stream import (
+    LogEntry,
+    LogStreamCallbackHandler,
+    RunLog,
+    RunLogPatch,
+    RunState,
+)
+
+__all__ = ["LogEntry", "LogStreamCallbackHandler", "RunLog", "RunLogPatch", "RunState"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/root_listeners.py

@@ -0,0 +1,3 @@
+from langchain_core.tracers.root_listeners import RootListenersTracer
+
+__all__ = ["RootListenersTracer"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/run_collector.py

@@ -0,0 +1,3 @@
+from langchain_core.tracers.run_collector import RunCollectorCallbackHandler
+
+__all__ = ["RunCollectorCallbackHandler"]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/schemas.py

@@ -0,0 +1,5 @@
+from langchain_core.tracers.schemas import Run
+
+__all__ = [
+    "Run",
+]

venv/Lib/site-packages/langchain_classic/schema/callbacks/tracers/stdout.py

@@ -0,0 +1,13 @@
+from langchain_core.tracers.stdout import (
+    ConsoleCallbackHandler,
+    FunctionCallbackHandler,
+    elapsed,
+    try_json_stringify,
+)
+
+__all__ = [
+    "ConsoleCallbackHandler",
+    "FunctionCallbackHandler",
+    "elapsed",
+    "try_json_stringify",
+]

venv/Lib/site-packages/langchain_classic/schema/chat.py

@@ -0,0 +1,3 @@
+from langchain_core.chat_sessions import ChatSession
+
+__all__ = ["ChatSession"]

venv/Lib/site-packages/langchain_classic/schema/chat_history.py

@@ -0,0 +1,3 @@
+from langchain_core.chat_history import BaseChatMessageHistory
+
+__all__ = ["BaseChatMessageHistory"]

venv/Lib/site-packages/langchain_classic/schema/document.py

@@ -0,0 +1,3 @@
+from langchain_core.documents import BaseDocumentTransformer, Document
+
+__all__ = ["BaseDocumentTransformer", "Document"]

venv/Lib/site-packages/langchain_classic/schema/embeddings.py

@@ -0,0 +1,3 @@
+from langchain_core.embeddings import Embeddings
+
+__all__ = ["Embeddings"]

venv/Lib/site-packages/langchain_classic/schema/exceptions.py

@@ -0,0 +1,3 @@
+from langchain_core.exceptions import LangChainException
+
+__all__ = ["LangChainException"]

venv/Lib/site-packages/langchain_classic/schema/language_model.py

@@ -0,0 +1,15 @@
+from langchain_core.language_models import (
+    BaseLanguageModel,
+    LanguageModelInput,
+    LanguageModelOutput,
+    get_tokenizer,
+)
+from langchain_core.language_models.base import _get_token_ids_default_method
+
+__all__ = [
+    "BaseLanguageModel",
+    "LanguageModelInput",
+    "LanguageModelOutput",
+    "_get_token_ids_default_method",
+    "get_tokenizer",
+]

venv/Lib/site-packages/langchain_classic/schema/memory.py

@@ -0,0 +1,3 @@
+from langchain_classic.base_memory import BaseMemory
+
+__all__ = ["BaseMemory"]

venv/Lib/site-packages/langchain_classic/schema/messages.py

@@ -0,0 +1,51 @@
+from langchain_core.messages import (
+    AIMessage,
+    AIMessageChunk,
+    AnyMessage,
+    BaseMessage,
+    BaseMessageChunk,
+    ChatMessage,
+    ChatMessageChunk,
+    FunctionMessage,
+    FunctionMessageChunk,
+    HumanMessage,
+    HumanMessageChunk,
+    SystemMessage,
+    SystemMessageChunk,
+    ToolMessage,
+    ToolMessageChunk,
+    _message_from_dict,
+    get_buffer_string,
+    merge_content,
+    message_to_dict,
+    messages_from_dict,
+    messages_to_dict,
+)
+
+# Backwards compatibility.
+_message_to_dict = message_to_dict
+
+__all__ = [
+    "AIMessage",
+    "AIMessageChunk",
+    "AnyMessage",
+    "BaseMessage",
+    "BaseMessageChunk",
+    "ChatMessage",
+    "ChatMessageChunk",
+    "FunctionMessage",
+    "FunctionMessageChunk",
+    "HumanMessage",
+    "HumanMessageChunk",
+    "SystemMessage",
+    "SystemMessageChunk",
+    "ToolMessage",
+    "ToolMessageChunk",
+    "_message_from_dict",
+    "_message_to_dict",
+    "get_buffer_string",
+    "merge_content",
+    "message_to_dict",
+    "messages_from_dict",
+    "messages_to_dict",
+]

venv/Lib/site-packages/langchain_classic/schema/output.py

@@ -0,0 +1,19 @@
+from langchain_core.outputs import (
+    ChatGeneration,
+    ChatGenerationChunk,
+    ChatResult,
+    Generation,
+    GenerationChunk,
+    LLMResult,
+    RunInfo,
+)
+
+__all__ = [
+    "ChatGeneration",
+    "ChatGenerationChunk",
+    "ChatResult",
+    "Generation",
+    "GenerationChunk",
+    "LLMResult",
+    "RunInfo",
+]

venv/Lib/site-packages/langchain_classic/schema/output_parser.py

@@ -0,0 +1,25 @@
+from langchain_core.exceptions import OutputParserException
+from langchain_core.output_parsers import (
+    BaseCumulativeTransformOutputParser,
+    BaseGenerationOutputParser,
+    BaseLLMOutputParser,
+    BaseOutputParser,
+    BaseTransformOutputParser,
+    StrOutputParser,
+)
+from langchain_core.output_parsers.base import T
+
+# Backwards compatibility.
+NoOpOutputParser = StrOutputParser
+
+__all__ = [
+    "BaseCumulativeTransformOutputParser",
+    "BaseGenerationOutputParser",
+    "BaseLLMOutputParser",
+    "BaseOutputParser",
+    "BaseTransformOutputParser",
+    "NoOpOutputParser",
+    "OutputParserException",
+    "StrOutputParser",
+    "T",
+]

venv/Lib/site-packages/langchain_classic/schema/prompt.py

@@ -0,0 +1,3 @@
+from langchain_core.prompt_values import PromptValue
+
+__all__ = ["PromptValue"]

venv/Lib/site-packages/langchain_classic/schema/prompt_template.py

@@ -0,0 +1,3 @@
+from langchain_core.prompts import BasePromptTemplate, format_document
+
+__all__ = ["BasePromptTemplate", "format_document"]

venv/Lib/site-packages/langchain_classic/schema/retriever.py

@@ -0,0 +1,3 @@
+from langchain_core.retrievers import BaseRetriever
+
+__all__ = ["BaseRetriever"]

venv/Lib/site-packages/langchain_classic/schema/runnable/__init__.py

@@ -0,0 +1,58 @@
+"""LangChain **Runnable** and the **LangChain Expression Language (LCEL)**.
+
+The LangChain Expression Language (LCEL) offers a declarative method to build
+production-grade programs that harness the power of LLMs.
+
+Programs created using LCEL and LangChain Runnables inherently support
+synchronous, asynchronous, batch, and streaming operations.
+
+Support for **async** allows servers hosting LCEL based programs to scale better
+for higher concurrent loads.
+
+**Streaming** of intermediate outputs as they're being generated allows for
+creating more responsive UX.
+
+This module contains schema and implementation of LangChain Runnables primitives.
+"""
+
+from langchain_core.runnables.base import (
+    Runnable,
+    RunnableBinding,
+    RunnableGenerator,
+    RunnableLambda,
+    RunnableMap,
+    RunnableParallel,
+    RunnableSequence,
+    RunnableSerializable,
+)
+from langchain_core.runnables.branch import RunnableBranch
+from langchain_core.runnables.config import RunnableConfig, patch_config
+from langchain_core.runnables.fallbacks import RunnableWithFallbacks
+from langchain_core.runnables.passthrough import RunnablePassthrough
+from langchain_core.runnables.router import RouterInput, RouterRunnable
+from langchain_core.runnables.utils import (
+    ConfigurableField,
+    ConfigurableFieldMultiOption,
+    ConfigurableFieldSingleOption,
+)
+
+__all__ = [
+    "ConfigurableField",
+    "ConfigurableFieldMultiOption",
+    "ConfigurableFieldSingleOption",
+    "RouterInput",
+    "RouterRunnable",
+    "Runnable",
+    "RunnableBinding",
+    "RunnableBranch",
+    "RunnableConfig",
+    "RunnableGenerator",
+    "RunnableLambda",
+    "RunnableMap",
+    "RunnableParallel",
+    "RunnablePassthrough",
+    "RunnableSequence",
+    "RunnableSerializable",
+    "RunnableWithFallbacks",
+    "patch_config",
+]

venv/Lib/site-packages/langchain_classic/schema/runnable/base.py

@@ -0,0 +1,38 @@
+from langchain_core.runnables.base import (
+    Other,
+    Runnable,
+    RunnableBinding,
+    RunnableBindingBase,
+    RunnableEach,
+    RunnableEachBase,
+    RunnableGenerator,
+    RunnableLambda,
+    RunnableLike,
+    RunnableParallel,
+    RunnableSequence,
+    RunnableSerializable,
+    coerce_to_runnable,
+)
+from langchain_core.runnables.utils import Input, Output
+
+# Backwards compatibility.
+RunnableMap = RunnableParallel
+
+__all__ = [
+    "Input",
+    "Other",
+    "Output",
+    "Runnable",
+    "RunnableBinding",
+    "RunnableBindingBase",
+    "RunnableEach",
+    "RunnableEachBase",
+    "RunnableGenerator",
+    "RunnableLambda",
+    "RunnableLike",
+    "RunnableMap",
+    "RunnableParallel",
+    "RunnableSequence",
+    "RunnableSerializable",
+    "coerce_to_runnable",
+]

venv/Lib/site-packages/langchain_classic/schema/runnable/branch.py

@@ -0,0 +1,3 @@
+from langchain_core.runnables.branch import RunnableBranch
+
+__all__ = ["RunnableBranch"]

venv/Lib/site-packages/langchain_classic/schema/runnable/config.py

@@ -0,0 +1,27 @@
+from langchain_core.runnables.config import (
+    EmptyDict,
+    RunnableConfig,
+    acall_func_with_variable_args,
+    call_func_with_variable_args,
+    ensure_config,
+    get_async_callback_manager_for_config,
+    get_callback_manager_for_config,
+    get_config_list,
+    get_executor_for_config,
+    merge_configs,
+    patch_config,
+)
+
+__all__ = [
+    "EmptyDict",
+    "RunnableConfig",
+    "acall_func_with_variable_args",
+    "call_func_with_variable_args",
+    "ensure_config",
+    "get_async_callback_manager_for_config",
+    "get_callback_manager_for_config",
+    "get_config_list",
+    "get_executor_for_config",
+    "merge_configs",
+    "patch_config",
+]

venv/Lib/site-packages/langchain_classic/schema/runnable/configurable.py

@@ -0,0 +1,15 @@
+from langchain_core.runnables.configurable import (
+    DynamicRunnable,
+    RunnableConfigurableAlternatives,
+    RunnableConfigurableFields,
+    StrEnum,
+    make_options_spec,
+)
+
+__all__ = [
+    "DynamicRunnable",
+    "RunnableConfigurableAlternatives",
+    "RunnableConfigurableFields",
+    "StrEnum",
+    "make_options_spec",
+]

venv/Lib/site-packages/langchain_classic/schema/runnable/fallbacks.py

@@ -0,0 +1,3 @@
+from langchain_core.runnables.fallbacks import RunnableWithFallbacks
+
+__all__ = ["RunnableWithFallbacks"]

venv/Lib/site-packages/langchain_classic/schema/runnable/history.py

@@ -0,0 +1,11 @@
+from langchain_core.runnables.history import (
+    GetSessionHistoryCallable,
+    MessagesOrDictWithMessages,
+    RunnableWithMessageHistory,
+)
+
+__all__ = [
+    "GetSessionHistoryCallable",
+    "MessagesOrDictWithMessages",
+    "RunnableWithMessageHistory",
+]

venv/Lib/site-packages/langchain_classic/schema/runnable/passthrough.py

@@ -0,0 +1,8 @@
+from langchain_core.runnables.passthrough import (
+    RunnableAssign,
+    RunnablePassthrough,
+    aidentity,
+    identity,
+)
+
+__all__ = ["RunnableAssign", "RunnablePassthrough", "aidentity", "identity"]

venv/Lib/site-packages/langchain_classic/schema/runnable/retry.py

@@ -0,0 +1,3 @@
+from langchain_core.runnables.retry import RunnableRetry, U
+
+__all__ = ["RunnableRetry", "U"]

venv/Lib/site-packages/langchain_classic/schema/runnable/router.py

@@ -0,0 +1,3 @@
+from langchain_core.runnables.router import RouterInput, RouterRunnable
+
+__all__ = ["RouterInput", "RouterRunnable"]

venv/Lib/site-packages/langchain_classic/schema/runnable/utils.py

@@ -0,0 +1,51 @@
+from langchain_core.runnables.utils import (
+    Addable,
+    AddableDict,
+    AnyConfigurableField,
+    ConfigurableField,
+    ConfigurableFieldMultiOption,
+    ConfigurableFieldSingleOption,
+    ConfigurableFieldSpec,
+    GetLambdaSource,
+    Input,
+    IsFunctionArgDict,
+    IsLocalDict,
+    Output,
+    SupportsAdd,
+    aadd,
+    accepts_config,
+    accepts_run_manager,
+    add,
+    gated_coro,
+    gather_with_concurrency,
+    get_function_first_arg_dict_keys,
+    get_lambda_source,
+    get_unique_config_specs,
+    indent_lines_after_first,
+)
+
+__all__ = [
+    "Addable",
+    "AddableDict",
+    "AnyConfigurableField",
+    "ConfigurableField",
+    "ConfigurableFieldMultiOption",
+    "ConfigurableFieldSingleOption",
+    "ConfigurableFieldSpec",
+    "GetLambdaSource",
+    "Input",
+    "IsFunctionArgDict",
+    "IsLocalDict",
+    "Output",
+    "SupportsAdd",
+    "aadd",
+    "accepts_config",
+    "accepts_run_manager",
+    "add",
+    "gated_coro",
+    "gather_with_concurrency",
+    "get_function_first_arg_dict_keys",
+    "get_lambda_source",
+    "get_unique_config_specs",
+    "indent_lines_after_first",
+]

venv/Lib/site-packages/langchain_classic/schema/storage.py

@@ -0,0 +1,3 @@
+from langchain_core.stores import BaseStore, K, V
+
+__all__ = ["BaseStore", "K", "V"]

venv/Lib/site-packages/langchain_classic/schema/vectorstore.py

@@ -0,0 +1,3 @@
+from langchain_core.vectorstores import VST, VectorStore, VectorStoreRetriever
+
+__all__ = ["VST", "VectorStore", "VectorStoreRetriever"]