diff --git a/examples/agent/server.py b/examples/agent/server.py
index 8a477884..2eb32fc1 100755
--- a/examples/agent/server.py
+++ b/examples/agent/server.py
@@ -20,15 +20,15 @@
 from typing import Any
 
 from fastapi import FastAPI
-from langchain.agents import AgentExecutor, tool
+from langchain.agents import AgentExecutor
 from langchain.agents.format_scratchpad import format_to_openai_functions
 from langchain.agents.output_parsers import OpenAIFunctionsAgentOutputParser
-from langchain.chat_models import ChatOpenAI
-from langchain.embeddings import OpenAIEmbeddings
-from langchain.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain.pydantic_v1 import BaseModel
-from langchain.tools.render import format_tool_to_openai_function
-from langchain.vectorstores import FAISS
+from langchain_community.vectorstores import FAISS
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
+from langchain_core.tools import tool
+from langchain_core.utils.function_calling import format_tool_to_openai_function
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
 
 from langserve import add_routes
 
diff --git a/examples/agent_custom_streaming/server.py b/examples/agent_custom_streaming/server.py
index 90987983..736a0858 100755
--- a/examples/agent_custom_streaming/server.py
+++ b/examples/agent_custom_streaming/server.py
@@ -47,15 +47,15 @@
 from typing import Any, AsyncIterator, List, Literal
 
 from fastapi import FastAPI
-from langchain.agents import AgentExecutor, tool
+from langchain.agents import AgentExecutor
 from langchain.agents.format_scratchpad.openai_tools import (
     format_to_openai_tool_messages,
 )
 from langchain.agents.output_parsers.openai_tools import OpenAIToolsAgentOutputParser
-from langchain.prompts import MessagesPlaceholder
-from langchain_community.tools.convert_to_openai import format_tool_to_openai_tool
-from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain_core.runnables import RunnableLambda
+from langchain_core.tools import tool
+from langchain_core.utils.function_calling import format_tool_to_openai_tool
 from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
diff --git a/examples/agent_with_history/server.py b/examples/agent_with_history/server.py
index d859d8f1..5435e1f3 100755
--- a/examples/agent_with_history/server.py
+++ b/examples/agent_with_history/server.py
@@ -26,15 +26,15 @@
 from typing import Any, List, Union
 
 from fastapi import FastAPI
-from langchain.agents import AgentExecutor, tool
+from langchain.agents import AgentExecutor
 from langchain.agents.format_scratchpad.openai_tools import (
     format_to_openai_tool_messages,
 )
 from langchain.agents.output_parsers.openai_tools import OpenAIToolsAgentOutputParser
-from langchain.prompts import MessagesPlaceholder
-from langchain_community.tools.convert_to_openai import format_tool_to_openai_tool
 from langchain_core.messages import AIMessage, FunctionMessage, HumanMessage
-from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
+from langchain_core.tools import tool
+from langchain_core.utils.function_calling import format_tool_to_openai_tool
 from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
diff --git a/examples/auth/api_handler/server.py b/examples/auth/api_handler/server.py
index 720115b7..862cbbe4 100755
--- a/examples/auth/api_handler/server.py
+++ b/examples/auth/api_handler/server.py
@@ -35,7 +35,6 @@
 
 from fastapi import Depends, FastAPI, HTTPException, Request, Response, status
 from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
-from langchain_community.embeddings.openai import OpenAIEmbeddings
 from langchain_community.vectorstores.chroma import Chroma
 from langchain_core.documents import Document
 from langchain_core.runnables import (
@@ -44,6 +43,7 @@
     RunnableSerializable,
 )
 from langchain_core.vectorstores import VectorStore
+from langchain_openai import OpenAIEmbeddings
 from typing_extensions import Annotated
 
 from langserve import APIHandler
diff --git a/examples/auth/per_req_config_modifier/server.py b/examples/auth/per_req_config_modifier/server.py
index 14e2c1c8..26f90e01 100755
--- a/examples/auth/per_req_config_modifier/server.py
+++ b/examples/auth/per_req_config_modifier/server.py
@@ -36,7 +36,6 @@
 
 from fastapi import Depends, FastAPI, HTTPException, Request, status
 from fastapi.security import OAuth2PasswordBearer, OAuth2PasswordRequestForm
-from langchain_community.embeddings.openai import OpenAIEmbeddings
 from langchain_community.vectorstores.chroma import Chroma
 from langchain_core.documents import Document
 from langchain_core.runnables import (
@@ -45,6 +44,7 @@
     RunnableSerializable,
 )
 from langchain_core.vectorstores import VectorStore
+from langchain_openai import OpenAIEmbeddings
 from typing_extensions import Annotated
 
 from langserve import add_routes
diff --git a/examples/chat_playground/legacy_input/server.py b/examples/chat_playground/legacy_input/server.py
index 2d01dc26..415259b8 100644
--- a/examples/chat_playground/legacy_input/server.py
+++ b/examples/chat_playground/legacy_input/server.py
@@ -5,7 +5,7 @@
 from typing import List, Union
 
 from fastapi import FastAPI
-from langchain.chat_models import ChatAnthropic
+from langchain_anthropic import ChatAnthropic
 from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 
diff --git a/examples/chat_with_persistence/server.py b/examples/chat_with_persistence/server.py
index 82170ff7..b2c87e75 100755
--- a/examples/chat_with_persistence/server.py
+++ b/examples/chat_with_persistence/server.py
@@ -13,8 +13,8 @@
 from typing import Callable, Union
 
 from fastapi import FastAPI, HTTPException
-from langchain.chat_models import ChatAnthropic
-from langchain.memory import FileChatMessageHistory
+from langchain_anthropic import ChatAnthropic
+from langchain_community.chat_message_histories import FileChatMessageHistory
 from langchain_core.chat_history import BaseChatMessageHistory
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain_core.runnables.history import RunnableWithMessageHistory
diff --git a/examples/chat_with_persistence_and_user/server.py b/examples/chat_with_persistence_and_user/server.py
index 97ea8673..ccb1eea6 100755
--- a/examples/chat_with_persistence_and_user/server.py
+++ b/examples/chat_with_persistence_and_user/server.py
@@ -13,13 +13,13 @@
 from typing import Any, Callable, Dict, Union
 
 from fastapi import FastAPI, HTTPException, Request
-from langchain.chat_models import ChatOpenAI
-from langchain.memory import FileChatMessageHistory
-from langchain.schema.runnable.utils import ConfigurableFieldSpec
+from langchain_community.chat_message_histories import FileChatMessageHistory
 from langchain_core import __version__
 from langchain_core.chat_history import BaseChatMessageHistory
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
+from langchain_core.runnables import ConfigurableFieldSpec
 from langchain_core.runnables.history import RunnableWithMessageHistory
+from langchain_openai import ChatOpenAI
 from typing_extensions import TypedDict
 
 from langserve import add_routes
diff --git a/examples/configurable_agent_executor/server.py b/examples/configurable_agent_executor/server.py
index 3d425956..7ce73651 100755
--- a/examples/configurable_agent_executor/server.py
+++ b/examples/configurable_agent_executor/server.py
@@ -17,15 +17,12 @@
 from typing import Any, AsyncIterator, Dict, List, Optional, cast
 
 from fastapi import FastAPI
-from langchain.agents import AgentExecutor, tool
+from langchain.agents import AgentExecutor
 from langchain.agents.format_scratchpad import format_to_openai_functions
 from langchain.agents.output_parsers import OpenAIFunctionsAgentOutputParser
-from langchain.chat_models import ChatOpenAI
-from langchain.embeddings import OpenAIEmbeddings
-from langchain.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain.pydantic_v1 import BaseModel
-from langchain.tools.render import format_tool_to_openai_function
-from langchain.vectorstores import FAISS
+from langchain_community.vectorstores import FAISS
+from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
 from langchain_core.runnables import (
     ConfigurableField,
     ConfigurableFieldSpec,
@@ -33,6 +30,9 @@
     RunnableConfig,
 )
 from langchain_core.runnables.utils import Input, Output
+from langchain_core.tools import tool
+from langchain_core.utils.function_calling import format_tool_to_openai_function
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
 
 from langserve import add_routes
 
diff --git a/examples/configurable_chain/server.py b/examples/configurable_chain/server.py
index a2fe2af8..4f7cc30f 100755
--- a/examples/configurable_chain/server.py
+++ b/examples/configurable_chain/server.py
@@ -10,10 +10,10 @@
 
 from fastapi import FastAPI, HTTPException, Request
 from fastapi.middleware.cors import CORSMiddleware
-from langchain.chat_models import ChatOpenAI
-from langchain.prompts import PromptTemplate
-from langchain.schema.output_parser import StrOutputParser
-from langchain.schema.runnable import ConfigurableField
+from langchain_core.output_parsers import StrOutputParser
+from langchain_core.prompts import PromptTemplate
+from langchain_core.runnables import ConfigurableField
+from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
 
diff --git a/examples/configurable_retrieval/server.py b/examples/configurable_retrieval/server.py
index 0382e79e..c6e227cc 100755
--- a/examples/configurable_retrieval/server.py
+++ b/examples/configurable_retrieval/server.py
@@ -3,17 +3,18 @@
 from typing import Any, Iterable, List, Optional, Type
 
 from fastapi import FastAPI
-from langchain.embeddings import OpenAIEmbeddings
-from langchain.schema import Document
-from langchain.schema.embeddings import Embeddings
-from langchain.schema.retriever import BaseRetriever
-from langchain.schema.runnable import (
+from langchain.schema.vectorstore import VST
+from langchain_community.vectorstores import FAISS
+from langchain_core.documents import Document
+from langchain_core.embeddings import Embeddings
+from langchain_core.retrievers import BaseRetriever
+from langchain_core.runnables import (
     ConfigurableFieldSingleOption,
     RunnableConfig,
     RunnableSerializable,
 )
-from langchain.schema.vectorstore import VST
-from langchain.vectorstores import FAISS, VectorStore
+from langchain_core.vectorstores import VectorStore
+from langchain_openai import OpenAIEmbeddings
 
 from langserve import add_routes
 from langserve.pydantic_v1 import BaseModel, Field
diff --git a/examples/conversational_retrieval_chain/server.py b/examples/conversational_retrieval_chain/server.py
index 47f4117f..e3cc1d95 100755
--- a/examples/conversational_retrieval_chain/server.py
+++ b/examples/conversational_retrieval_chain/server.py
@@ -13,14 +13,11 @@
 from typing import List, Tuple
 
 from fastapi import FastAPI
-from langchain.chat_models import ChatOpenAI
-from langchain.embeddings import OpenAIEmbeddings
-from langchain.prompts import ChatPromptTemplate
-from langchain.prompts.prompt import PromptTemplate
-from langchain.schema import format_document
-from langchain.schema.output_parser import StrOutputParser
-from langchain.schema.runnable import RunnableMap, RunnablePassthrough
-from langchain.vectorstores import FAISS
+from langchain_community.vectorstores import FAISS
+from langchain_core.output_parsers import StrOutputParser
+from langchain_core.prompts import ChatPromptTemplate, PromptTemplate, format_document
+from langchain_core.runnables import RunnableMap, RunnablePassthrough
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
 
 from langserve import add_routes
 from langserve.pydantic_v1 import BaseModel, Field
diff --git a/examples/file_processing/server.py b/examples/file_processing/server.py
index 07b19144..c3ee4a30 100755
--- a/examples/file_processing/server.py
+++ b/examples/file_processing/server.py
@@ -15,10 +15,10 @@
 import base64
 
 from fastapi import FastAPI
-from langchain.document_loaders.blob_loaders import Blob
-from langchain.document_loaders.parsers.pdf import PDFMinerParser
 from langchain.pydantic_v1 import Field
-from langchain.schema.runnable import RunnableLambda
+from langchain_community.document_loaders.parsers.pdf import PDFMinerParser
+from langchain_core.document_loaders import Blob
+from langchain_core.runnables import RunnableLambda
 
 from langserve import CustomUserType, add_routes
 
diff --git a/examples/llm/server.py b/examples/llm/server.py
index 0652db95..81999f30 100755
--- a/examples/llm/server.py
+++ b/examples/llm/server.py
@@ -2,7 +2,8 @@
 """Example LangChain server exposes multiple runnables (LLMs in this case)."""
 
 from fastapi import FastAPI
-from langchain.chat_models import ChatAnthropic, ChatOpenAI
+from langchain_anthropic import ChatAnthropic
+from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
 
diff --git a/examples/passthrough_dict/server.py b/examples/passthrough_dict/server.py
index dfcca4e8..ec764862 100755
--- a/examples/passthrough_dict/server.py
+++ b/examples/passthrough_dict/server.py
@@ -4,9 +4,9 @@
 from typing import Any, Callable, Dict, List, Optional, TypedDict
 
 from fastapi import FastAPI
-from langchain.chat_models import ChatOpenAI
-from langchain.prompts import ChatPromptTemplate
-from langchain.schema.runnable import RunnableMap, RunnablePassthrough
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_core.runnables import RunnableParallel, RunnablePassthrough
+from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
 
@@ -43,7 +43,7 @@ def _project_dict(
 
 underlying_chain = prompt | model
 
-wrapped_chain = RunnableMap(
+wrapped_chain = RunnableParallel(
     {
         "output": _create_projection(exclude_keys=["info"]) | underlying_chain,
         "info": _create_projection(include_keys=["info"]),
diff --git a/examples/retrieval/server.py b/examples/retrieval/server.py
index 12663ed8..a13243f4 100755
--- a/examples/retrieval/server.py
+++ b/examples/retrieval/server.py
@@ -1,8 +1,8 @@
 #!/usr/bin/env python
 """Example LangChain server exposes a retriever."""
 from fastapi import FastAPI
-from langchain.embeddings import OpenAIEmbeddings
-from langchain.vectorstores import FAISS
+from langchain_community.vectorstores import FAISS
+from langchain_openai import OpenAIEmbeddings
 
 from langserve import add_routes
 
diff --git a/examples/router/server.py b/examples/router/server.py
index 7f51974b..985bea10 100755
--- a/examples/router/server.py
+++ b/examples/router/server.py
@@ -9,7 +9,8 @@
 https://fastapi.tiangolo.com/tutorial/bigger-applications/
 """
 from fastapi import APIRouter, FastAPI
-from langchain.chat_models import ChatAnthropic, ChatOpenAI
+from langchain_anthropic import ChatAnthropic
+from langchain_openai import ChatOpenAI
 
 from langserve import add_routes
 
diff --git a/examples/widgets/chat/message_list/server.py b/examples/widgets/chat/message_list/server.py
index b2c31465..bc23463b 100755
--- a/examples/widgets/chat/message_list/server.py
+++ b/examples/widgets/chat/message_list/server.py
@@ -6,7 +6,7 @@
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
-from langchain.chat_models import ChatAnthropic
+from langchain_anthropic import ChatAnthropic
 from langchain_core.messages import AIMessage, HumanMessage, SystemMessage
 from langchain_core.output_parsers import StrOutputParser
 from langchain_core.prompts import ChatPromptTemplate, MessagesPlaceholder
diff --git a/examples/widgets/chat/tuples/server.py b/examples/widgets/chat/tuples/server.py
index 7aefc2a2..8f80b264 100755
--- a/examples/widgets/chat/tuples/server.py
+++ b/examples/widgets/chat/tuples/server.py
@@ -6,18 +6,17 @@
 
 from fastapi import FastAPI
 from fastapi.middleware.cors import CORSMiddleware
-from langchain.chat_models.openai import ChatOpenAI
-from langchain.document_loaders.blob_loaders import Blob
-from langchain.document_loaders.parsers.pdf import PDFMinerParser
 from langchain.pydantic_v1 import BaseModel, Field
-from langchain.schema.messages import (
+from langchain_community.document_loaders.parsers.pdf import PDFMinerParser
+from langchain_core.document_loaders import Blob
+from langchain_core.messages import (
     AIMessage,
     BaseMessage,
     FunctionMessage,
     HumanMessage,
 )
-from langchain.schema.runnable import RunnableLambda
-from langchain_core.runnables import RunnableParallel
+from langchain_core.runnables import RunnableLambda, RunnableParallel
+from langchain_openai import ChatOpenAI
 
 from langserve import CustomUserType
 from langserve.server import add_routes
diff --git a/poetry.lock b/poetry.lock
index acd65bc0..b04eeb26 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,87 +13,87 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:939677b61f9d72a4fa2a042a5eee2a99a24001a67c13da113b2e30396567db54"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1f5cd333fcf7590a18334c90f8c9147c837a6ec8a178e88d90a9b96ea03194cc"},
-    {file = "aiohttp-3.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:82e6aa28dd46374f72093eda8bcd142f7771ee1eb9d1e223ff0fa7177a96b4a5"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f56455b0c2c7cc3b0c584815264461d07b177f903a04481dfc33e08a89f0c26b"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:bca77a198bb6e69795ef2f09a5f4c12758487f83f33d63acde5f0d4919815768"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e083c285857b78ee21a96ba1eb1b5339733c3563f72980728ca2b08b53826ca5"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ab40e6251c3873d86ea9b30a1ac6d7478c09277b32e14745d0d3c6e76e3c7e29"},
-    {file = "aiohttp-3.9.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:df822ee7feaaeffb99c1a9e5e608800bd8eda6e5f18f5cfb0dc7eeb2eaa6bbec"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:acef0899fea7492145d2bbaaaec7b345c87753168589cc7faf0afec9afe9b747"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:cd73265a9e5ea618014802ab01babf1940cecb90c9762d8b9e7d2cc1e1969ec6"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:a78ed8a53a1221393d9637c01870248a6f4ea5b214a59a92a36f18151739452c"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_s390x.whl", hash = "sha256:6b0e029353361f1746bac2e4cc19b32f972ec03f0f943b390c4ab3371840aabf"},
-    {file = "aiohttp-3.9.3-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:7cf5c9458e1e90e3c390c2639f1017a0379a99a94fdfad3a1fd966a2874bba52"},
-    {file = "aiohttp-3.9.3-cp310-cp310-win32.whl", hash = "sha256:3e59c23c52765951b69ec45ddbbc9403a8761ee6f57253250c6e1536cacc758b"},
-    {file = "aiohttp-3.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:055ce4f74b82551678291473f66dc9fb9048a50d8324278751926ff0ae7715e5"},
-    {file = "aiohttp-3.9.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6b88f9386ff1ad91ace19d2a1c0225896e28815ee09fc6a8932fded8cda97c3d"},
-    {file = "aiohttp-3.9.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c46956ed82961e31557b6857a5ca153c67e5476972e5f7190015018760938da2"},
-    {file = "aiohttp-3.9.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:07b837ef0d2f252f96009e9b8435ec1fef68ef8b1461933253d318748ec1acdc"},
-    {file = "aiohttp-3.9.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dad46e6f620574b3b4801c68255492e0159d1712271cc99d8bdf35f2043ec266"},
-    {file = "aiohttp-3.9.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5ed3e046ea7b14938112ccd53d91c1539af3e6679b222f9469981e3dac7ba1ce"},
-    {file = "aiohttp-3.9.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:039df344b45ae0b34ac885ab5b53940b174530d4dd8a14ed8b0e2155b9dddccb"},
-    {file = "aiohttp-3.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7943c414d3a8d9235f5f15c22ace69787c140c80b718dcd57caaade95f7cd93b"},
-    {file = "aiohttp-3.9.3-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:84871a243359bb42c12728f04d181a389718710129b36b6aad0fc4655a7647d4"},
-    {file = "aiohttp-3.9.3-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:5eafe2c065df5401ba06821b9a054d9cb2848867f3c59801b5d07a0be3a380ae"},
-    {file = "aiohttp-3.9.3-cp311-cp311-musllinux_1_1_i686.whl", hash = "sha256:9d3c9b50f19704552f23b4eaea1fc082fdd82c63429a6506446cbd8737823da3"},
-    {file = "aiohttp-3.9.3-cp311-cp311-musllinux_1_1_ppc64le.whl", hash = "sha256:f033d80bc6283092613882dfe40419c6a6a1527e04fc69350e87a9df02bbc283"},
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 [[package]]
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 ]
 
 [package.dependencies]
@@ -730,6 +730,26 @@ files = [
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 ]
 
+[[package]]
+name = "dnspython"
+version = "2.6.1"
+description = "DNS toolkit"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.extras]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "sphinx (>=7.2.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=41)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
+doq = ["aioquic (>=0.9.25)"]
+idna = ["idna (>=3.6)"]
+trio = ["trio (>=0.23)"]
+wmi = ["wmi (>=1.5.1)"]
+
 [[package]]
 name = "docopt"
 version = "0.6.2"
@@ -740,6 +760,21 @@ files = [
     {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
 ]
 
+[[package]]
+name = "email-validator"
+version = "2.1.1"
+description = "A robust email address syntax and deliverability validation library."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+idna = ">=2.0.0"
+
 [[package]]
 name = "entrypoints"
 version = "0.4"
@@ -753,13 +788,13 @@ files = [
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
 ]
 
 [package.extras]
@@ -781,22 +816,46 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastapi"
-version = "0.110.0"
+version = "0.111.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "fastapi-0.111.0.tar.gz", hash = "sha256:b9db9dd147c91cb8b769f7183535773d8741dd46f9dc6676cd82eab510228cd7"},
 ]
 
 [package.dependencies]
+email_validator = ">=2.0.0"
+fastapi-cli = ">=0.0.2"
+httpx = ">=0.23.0"
+jinja2 = ">=2.11.2"
+orjson = ">=3.2.1"
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.36.3,<0.37.0"
+python-multipart = ">=0.0.7"
+starlette = ">=0.37.2,<0.38.0"
 typing-extensions = ">=4.8.0"
+ujson = ">=4.0.1,<4.0.2 || >4.0.2,<4.1.0 || >4.1.0,<4.2.0 || >4.2.0,<4.3.0 || >4.3.0,<5.0.0 || >5.0.0,<5.1.0 || >5.1.0"
+uvicorn = {version = ">=0.12.0", extras = ["standard"]}
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+
+[[package]]
+name = "fastapi-cli"
+version = "0.0.3"
+description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "fastapi_cli-0.0.3.tar.gz", hash = "sha256:3b6e4d2c4daee940fb8db59ebbfd60a72c4b962bcf593e263e4cc69da4ea3d7f"},
+]
+
+[package.dependencies]
+fastapi = "*"
+typer = ">=0.12.3"
+uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 
 [[package]]
 name = "fastjsonschema"
@@ -1015,13 +1074,13 @@ socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "idna"
-version = "3.6"
+version = "3.7"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.5"
 files = [
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-    {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
+    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
+    {file = "idna-3.7.tar.gz", hash = "sha256:028ff3aadf0609c1fd278d8ea3089299412a7a8b9bd005dd08b9f8285bcb5cfc"},
 ]
 
 [[package]]
@@ -1190,13 +1249,13 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
 name = "jinja2"
-version = "3.1.3"
+version = "3.1.4"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "Jinja2-3.1.3.tar.gz", hash = "sha256:ac8bd6544d4bb2c9792bf3a159e80bba8fda7f07e81bc3aed565432d5925ba90"},
+    {file = "jinja2-3.1.4-py3-none-any.whl", hash = "sha256:bc5dd2abb727a5319567b7a813e6a2e7318c39f4f487cfe6c89c6f9c7d25197d"},
+    {file = "jinja2-3.1.4.tar.gz", hash = "sha256:4a3aee7acbbe7303aede8e9648d13b8bf88a429282aa6122a993f0ac800cb369"},
 ]
 
 [package.dependencies]
@@ -1207,13 +1266,13 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "json5"
-version = "0.9.24"
+version = "0.9.25"
 description = "A Python implementation of the JSON5 data format."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "json5-0.9.24-py3-none-any.whl", hash = "sha256:4ca101fd5c7cb47960c055ef8f4d0e31e15a7c6c48c3b6f1473fc83b6c462a13"},
-    {file = "json5-0.9.24.tar.gz", hash = "sha256:0c638399421da959a20952782800e5c1a78c14e08e1dc9738fa10d8ec14d58c8"},
+    {file = "json5-0.9.25-py3-none-any.whl", hash = "sha256:34ed7d834b1341a86987ed52f3f76cd8ee184394906b6e22a1e0deb9ab294e8f"},
+    {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
 [[package]]
@@ -1243,13 +1302,13 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.21.1"
+version = "4.22.0"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.21.1-py3-none-any.whl", hash = "sha256:7996507afae316306f9e2290407761157c6f78002dcf7419acb99822143d1c6f"},
-    {file = "jsonschema-4.21.1.tar.gz", hash = "sha256:85727c00279f5fa6bedbe6238d2aa6403bedd8b4864ab11207d07df3cc1b2ee5"},
+    {file = "jsonschema-4.22.0-py3-none-any.whl", hash = "sha256:ff4cfd6b1367a40e7bc6411caec72effadd3db0bbe5017de188f2d6108335802"},
+    {file = "jsonschema-4.22.0.tar.gz", hash = "sha256:5b22d434a45935119af990552c862e5d6d564e8f6601206b305a61fdf661a2b7"},
 ]
 
 [package.dependencies]
@@ -1358,49 +1417,49 @@ test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "p
 
 [[package]]
 name = "jupyter-server"
-version = "2.13.0"
+version = "2.14.0"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-2.13.0-py3-none-any.whl", hash = "sha256:77b2b49c3831fbbfbdb5048cef4350d12946191f833a24e5f83e5f8f4803e97b"},
-    {file = "jupyter_server-2.13.0.tar.gz", hash = "sha256:c80bfb049ea20053c3d9641c2add4848b38073bf79f1729cea1faed32fc1c78e"},
+    {file = "jupyter_server-2.14.0-py3-none-any.whl", hash = "sha256:fb6be52c713e80e004fac34b35a0990d6d36ba06fd0a2b2ed82b899143a64210"},
+    {file = "jupyter_server-2.14.0.tar.gz", hash = "sha256:659154cea512083434fd7c93b7fe0897af7a2fd0b9dd4749282b42eaac4ae677"},
 ]
 
 [package.dependencies]
 anyio = ">=3.1.0"
-argon2-cffi = "*"
-jinja2 = "*"
+argon2-cffi = ">=21.1"
+jinja2 = ">=3.0.3"
 jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 jupyter-events = ">=0.9.0"
-jupyter-server-terminals = "*"
+jupyter-server-terminals = ">=0.4.4"
 nbconvert = ">=6.4.4"
 nbformat = ">=5.3.0"
-overrides = "*"
-packaging = "*"
-prometheus-client = "*"
-pywinpty = {version = "*", markers = "os_name == \"nt\""}
+overrides = ">=5.0"
+packaging = ">=22.0"
+prometheus-client = ">=0.9"
+pywinpty = {version = ">=2.0.1", markers = "os_name == \"nt\""}
 pyzmq = ">=24"
 send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
 tornado = ">=6.2.0"
 traitlets = ">=5.6.0"
-websocket-client = "*"
+websocket-client = ">=1.7"
 
 [package.extras]
 docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
-test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0,<9)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.7)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-fileid"
-version = "0.9.1"
+version = "0.9.2"
 description = "Jupyter Server extension providing an implementation of the File ID service."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "jupyter_server_fileid-0.9.1-py3-none-any.whl", hash = "sha256:76dd05a45b78c7ec0cba0be98ece289984c6bcfc1ca2da216d42930e506a4d68"},
-    {file = "jupyter_server_fileid-0.9.1.tar.gz", hash = "sha256:7486bca3acf9bbaab7ce5127f9f64d2df58f5d2de377609fb833291a7217a6a2"},
+    {file = "jupyter_server_fileid-0.9.2-py3-none-any.whl", hash = "sha256:76a2fbcea6950968485dcd509c2d6ac417ca11e61ab1ad447a475f0878ca808f"},
+    {file = "jupyter_server_fileid-0.9.2.tar.gz", hash = "sha256:ffb11460ca5f8567644f6120b25613fca8e3f3048b38d14c6e3fe1902f314a9b"},
 ]
 
 [package.dependencies]
@@ -1510,13 +1569,13 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.25.4"
+version = "2.27.1"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.25.4-py3-none-any.whl", hash = "sha256:eb645ecc8f9b24bac5decc7803b6d5363250e16ec5af814e516bc2c54dd88081"},
-    {file = "jupyterlab_server-2.25.4.tar.gz", hash = "sha256:2098198e1e82e0db982440f9b5136175d73bea2cd42a6480aa6fd502cb23c4f9"},
+    {file = "jupyterlab_server-2.27.1-py3-none-any.whl", hash = "sha256:f5e26156e5258b24d532c84e7c74cc212e203bff93eb856f81c24c16daeecc75"},
+    {file = "jupyterlab_server-2.27.1.tar.gz", hash = "sha256:097b5ac709b676c7284ac9c5e373f11930a561f52cd5a86e4fc7e5a9c8a8631d"},
 ]
 
 [package.dependencies]
@@ -1536,13 +1595,13 @@ test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-v
 
 [[package]]
 name = "langchain-core"
-version = "0.1.37"
+version = "0.1.52"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_core-0.1.37-py3-none-any.whl", hash = "sha256:63c6aecb0f2eb1a21f8e944da622748cfeafa2cc3d94c0182ffa8038bd00fe0b"},
-    {file = "langchain_core-0.1.37.tar.gz", hash = "sha256:3db7008796e25aea90f98c2159dbf29bf1fd296bdcb78dc2d8183a92fdde4433"},
+    {file = "langchain_core-0.1.52-py3-none-any.whl", hash = "sha256:62566749c92e8a1181c255c788548dc16dbc319d896cd6b9c95dc17af9b2a6db"},
+    {file = "langchain_core-0.1.52.tar.gz", hash = "sha256:084c3fc452f5a6966c28ab3ec5dbc8b8d26fc3f63378073928f4e29d90b6393f"},
 ]
 
 [package.dependencies]
@@ -1551,7 +1610,6 @@ langsmith = ">=0.1.0,<0.2.0"
 packaging = ">=23.2,<24.0"
 pydantic = ">=1,<3"
 PyYAML = ">=5.3"
-requests = ">=2,<3"
 tenacity = ">=8.1.0,<9.0.0"
 
 [package.extras]
@@ -1559,13 +1617,13 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.38"
+version = "0.1.58"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.38-py3-none-any.whl", hash = "sha256:f36479f82cf537cf40d129ac2e485e72a3981360c7b6cf2549dad77d98eafd8f"},
-    {file = "langsmith-0.1.38.tar.gz", hash = "sha256:2c1f98ac0a8c02e43b625650a6e13c65b09523551bfc21a59d20963f46f7d265"},
+    {file = "langsmith-0.1.58-py3-none-any.whl", hash = "sha256:1148cc836ec99d1b2f37cd2fa3014fcac213bb6bad798a2b21bb9111c18c9768"},
+    {file = "langsmith-0.1.58.tar.gz", hash = "sha256:a5060933c1fb3006b498ec849677993329d7e6138bdc2ec044068ab806e09c39"},
 ]
 
 [package.dependencies]
@@ -1573,6 +1631,30 @@ orjson = ">=3.9.14,<4.0.0"
 pydantic = ">=1,<3"
 requests = ">=2,<3"
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.5"
@@ -1644,18 +1726,29 @@ files = [
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.6"
+version = "0.1.7"
 description = "Inline Matplotlib backend for Jupyter"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "matplotlib-inline-0.1.6.tar.gz", hash = "sha256:f887e5f10ba98e8d2b150ddcf4702c1e5f8b3a20005eb0f74bfdbd360ee6f304"},
-    {file = "matplotlib_inline-0.1.6-py3-none-any.whl", hash = "sha256:f1f41aab5328aa5aaea9b16d083b128102f8712542f819fe7e6a420ff581b311"},
+    {file = "matplotlib_inline-0.1.7-py3-none-any.whl", hash = "sha256:df192d39a4ff8f21b1895d72e6a13f5fcc5099f00fa84384e0ea28c2cc0653ca"},
+    {file = "matplotlib_inline-0.1.7.tar.gz", hash = "sha256:8423b23ec666be3d16e16b60bdd8ac4e86e840ebd1dd11a30b9f117f2fa0ab90"},
 ]
 
 [package.dependencies]
 traitlets = "*"
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mistune"
 version = "3.0.2"
@@ -1825,13 +1918,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.16.3"
+version = "7.16.4"
 description = "Converting Jupyter Notebooks (.ipynb files) to other formats.  Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script.  nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`)."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbconvert-7.16.3-py3-none-any.whl", hash = "sha256:ddeff14beeeedf3dd0bc506623e41e4507e551736de59df69a91f86700292b3b"},
-    {file = "nbconvert-7.16.3.tar.gz", hash = "sha256:a6733b78ce3d47c3f85e504998495b07e6ea9cf9bf6ec1c98dda63ec6ad19142"},
+    {file = "nbconvert-7.16.4-py3-none-any.whl", hash = "sha256:05873c620fe520b6322bf8a5ad562692343fe3452abda5765c7a34b7d1aa3eb3"},
+    {file = "nbconvert-7.16.4.tar.gz", hash = "sha256:86ca91ba266b0a448dc96fa6c5b9d98affabde2867b363258703536807f9f7f4"},
 ]
 
 [package.dependencies]
@@ -1853,9 +1946,9 @@ tinycss2 = "*"
 traitlets = ">=5.1"
 
 [package.extras]
-all = ["nbconvert[docs,qtpdf,serve,test,webpdf]"]
+all = ["flaky", "ipykernel", "ipython", "ipywidgets (>=7.5)", "myst-parser", "nbsphinx (>=0.2.12)", "playwright", "pydata-sphinx-theme", "pyqtwebengine (>=5.15)", "pytest (>=7)", "sphinx (==5.0.2)", "sphinxcontrib-spelling", "tornado (>=6.1)"]
 docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sphinx-theme", "sphinx (==5.0.2)", "sphinxcontrib-spelling"]
-qtpdf = ["nbconvert[qtpng]"]
+qtpdf = ["pyqtwebengine (>=5.15)"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
 test = ["flaky", "ipykernel", "ipywidgets (>=7.5)", "pytest (>=7)"]
@@ -1863,19 +1956,19 @@ webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.10.3"
+version = "5.10.4"
 description = "The Jupyter Notebook format"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "nbformat-5.10.3-py3-none-any.whl", hash = "sha256:d9476ca28676799af85385f409b49d95e199951477a159a576ef2a675151e5e8"},
-    {file = "nbformat-5.10.3.tar.gz", hash = "sha256:60ed5e910ef7c6264b87d644f276b1b49e24011930deef54605188ddeb211685"},
+    {file = "nbformat-5.10.4-py3-none-any.whl", hash = "sha256:3b48d6c8fbca4b299bf3982ea7db1af21580e4fec269ad087b9e81588891200b"},
+    {file = "nbformat-5.10.4.tar.gz", hash = "sha256:322168b14f937a5d11362988ecac2a4952d3d8e3a2cbeb2319584631226d5b3a"},
 ]
 
 [package.dependencies]
-fastjsonschema = "*"
+fastjsonschema = ">=2.15"
 jsonschema = ">=2.6"
-jupyter-core = "*"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 traitlets = ">=5.1"
 
 [package.extras]
@@ -1895,13 +1988,13 @@ files = [
 
 [[package]]
 name = "notebook"
-version = "6.5.6"
+version = "6.5.7"
 description = "A web-based notebook environment for interactive computing"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "notebook-6.5.6-py3-none-any.whl", hash = "sha256:c1e2eb2e3b6079a0552a04974883a48d04c3c05792170d64a4b23d707d453181"},
-    {file = "notebook-6.5.6.tar.gz", hash = "sha256:b4625a4b7a597839dd3156b140d5ba2c7123761f98245a3290f67a8b8ee048d9"},
+    {file = "notebook-6.5.7-py3-none-any.whl", hash = "sha256:a6afa9a4ff4d149a0771ff8b8c881a7a73b3835f9add0606696d6e9d98ac1cd0"},
+    {file = "notebook-6.5.7.tar.gz", hash = "sha256:04eb9011dfac634fbd4442adaf0a8c27cd26beef831fe1d19faf930c327768e4"},
 ]
 
 [package.dependencies]
@@ -1916,7 +2009,7 @@ nbconvert = ">=5"
 nbformat = "*"
 nest-asyncio = ">=1.5"
 prometheus-client = "*"
-pyzmq = ">=17,<25"
+pyzmq = ">=17"
 Send2Trash = ">=1.8.0"
 terminado = ">=0.8.3"
 tornado = ">=6.1"
@@ -1968,62 +2061,57 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1
 
 [[package]]
 name = "orjson"
-version = "3.10.0"
+version = "3.10.3"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "orjson-3.10.0-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:47af5d4b850a2d1328660661f0881b67fdbe712aea905dadd413bdea6f792c33"},
-    {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c90681333619d78360d13840c7235fdaf01b2b129cb3a4f1647783b1971542b6"},
-    {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:400c5b7c4222cb27b5059adf1fb12302eebcabf1978f33d0824aa5277ca899bd"},
-    {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5dcb32e949eae80fb335e63b90e5808b4b0f64e31476b3777707416b41682db5"},
-    {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:aa7d507c7493252c0a0264b5cc7e20fa2f8622b8a83b04d819b5ce32c97cf57b"},
-    {file = "orjson-3.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e286a51def6626f1e0cc134ba2067dcf14f7f4b9550f6dd4535fd9d79000040b"},
-    {file = "orjson-3.10.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:8acd4b82a5f3a3ec8b1dc83452941d22b4711964c34727eb1e65449eead353ca"},
-    {file = "orjson-3.10.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:30707e646080dd3c791f22ce7e4a2fc2438765408547c10510f1f690bd336217"},
-    {file = "orjson-3.10.0-cp310-none-win32.whl", hash = "sha256:115498c4ad34188dcb73464e8dc80e490a3e5e88a925907b6fedcf20e545001a"},
-    {file = "orjson-3.10.0-cp310-none-win_amd64.whl", hash = "sha256:6735dd4a5a7b6df00a87d1d7a02b84b54d215fb7adac50dd24da5997ffb4798d"},
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 [[package]]
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+version = "0.8.4"
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 python-versions = ">=3.6"
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 [package.extras]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
-testing = ["docopt", "pytest (<6.0.0)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
+testing = ["docopt", "pytest"]
 
 [[package]]
 name = "pexpect"
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 [[package]]
 name = "platformdirs"
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 [package.extras]
 tests = ["pytest"]
 
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 ]
 
 [[package]]
@@ -2918,13 +3058,13 @@ files = [
 
 [[package]]
 name = "send2trash"
-version = "1.8.2"
+version = "1.8.3"
 description = "Send file to trash natively under Mac OS X, Windows and Linux"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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 ]
 
 [package.extras]
@@ -2932,6 +3072,33 @@ nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
 objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
+[[package]]
+name = "setuptools"
+version = "69.5.1"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
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+[package.extras]
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+testing = ["build[virtualenv]", "filelock (>=3.4.0)", "importlib-metadata", "ini2toml[lite] (>=0.9)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mypy (==1.9)", "packaging (>=23.2)", "pip (>=19.1)", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-home (>=0.5)", "pytest-mypy", "pytest-perf", "pytest-ruff (>=0.2.1)", "pytest-timeout", "pytest-xdist (>=3)", "tomli", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"]
+testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "packaging (>=23.2)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
+
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -3003,13 +3170,13 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.36.3"
+version = "0.37.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -3021,17 +3188,18 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "tenacity"
-version = "8.2.3"
+version = "8.3.0"
 description = "Retry code until it succeeds"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "tenacity-8.3.0.tar.gz", hash = "sha256:953d4e6ad24357bceffbc9707bc74349aca9d245f68eb65419cf0c249a1949a2"},
 ]
 
 [package.extras]
-doc = ["reno", "sphinx", "tornado (>=4.5)"]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "terminado"
@@ -3056,13 +3224,13 @@ typing = ["mypy (>=1.6,<2.0)", "traitlets (>=5.11.1)"]
 
 [[package]]
 name = "tinycss2"
-version = "1.2.1"
+version = "1.3.0"
 description = "A tiny CSS parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
 ]
 
 [package.dependencies]
@@ -3070,7 +3238,18 @@ webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["flake8", "isort", "pytest"]
+test = ["pytest", "ruff"]
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+files = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
 
 [[package]]
 name = "tomli"
@@ -3105,13 +3284,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.2"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
@@ -3125,18 +3304,35 @@ telegram = ["requests"]
 
 [[package]]
 name = "traitlets"
-version = "5.14.2"
+version = "5.14.3"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "traitlets-5.14.3-py3-none-any.whl", hash = "sha256:b74e89e397b1ed28cc831db7aea759ba6640cb3de13090ca145426688ff1ac4f"},
+    {file = "traitlets-5.14.3.tar.gz", hash = "sha256:9ed0579d3502c94b4b3732ac120375cda96f923114522847de4b3bb98b96b6b7"},
 ]
 
 [package.extras]
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
-test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.1)", "pytest-mock", "pytest-mypy-testing"]
+test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,<8.2)", "pytest-mock", "pytest-mypy-testing"]
+
+[[package]]
+name = "typer"
+version = "0.12.3"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "typer-0.12.3.tar.gz", hash = "sha256:49e73131481d804288ef62598d97a1ceef3058905aa536a1134f90891ba35482"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
 
 [[package]]
 name = "types-python-dateutil"
@@ -3151,13 +3347,100 @@ files = [
 
 [[package]]
 name = "typing-extensions"
-version = "4.10.0"
+version = "4.11.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
 files = [
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+]
+
+[[package]]
+name = "ujson"
+version = "5.10.0"
+description = "Ultra fast JSON encoder and decoder for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "ujson-5.10.0.tar.gz", hash = "sha256:b3cd8f3c5d8c7738257f1018880444f7b7d9b66232c64649f562d7ba86ad4bc1"},
 ]
 
 [[package]]
@@ -3428,17 +3711,17 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.7.0"
+version = "1.8.0"
 description = "WebSocket client for Python with low level API options"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.7.0.tar.gz", hash = "sha256:10e511ea3a8c744631d3bd77e61eb17ed09304c413ad42cf6ddfa4c7787e8fe6"},
-    {file = "websocket_client-1.7.0-py3-none-any.whl", hash = "sha256:f4c3d22fec12a2461427a29957ff07d35098ee2d976d3ba244e688b8b4057588"},
+    {file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
+    {file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
+docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
@@ -3523,6 +3806,20 @@ files = [
     {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
 ]
 
+[[package]]
+name = "wheel"
+version = "0.43.0"
+description = "A built-package format for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "wheel-0.43.0-py3-none-any.whl", hash = "sha256:55c570405f142630c6b9f72fe09d9b67cf1477fcf543ae5b8dcb1f5b7377da81"},
+    {file = "wheel-0.43.0.tar.gz", hash = "sha256:465ef92c69fa5c5da2d1cf8ac40559a8c940886afcef87dcf14b9470862f1d85"},
+]
+
+[package.extras]
+test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
+
 [[package]]
 name = "y-py"
 version = "0.6.2"
@@ -3751,4 +4048,4 @@ server = ["fastapi", "sse-starlette"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8.1"
-content-hash = "5bb0be184ec7446ca3e202a17728c39b759a33a971e691e83d0e611bf43e8d4d"
+content-hash = "5a3e72b44fdea68f4070b9a6e891618fed0761b59b0a7850f0c89e257f6b5e43"
diff --git a/pyproject.toml b/pyproject.toml
index 692124ff..c4681409 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "langserve"
-version = "0.1.1"
+version = "0.2.0"
 description = ""
 readme = "README.md"
 authors = ["LangChain"]
@@ -15,8 +15,9 @@ httpx = ">=0.23.0" # May be able to decrease this version
 fastapi = {version = ">=0.90.1,<1", optional = true}
 sse-starlette = {version = "^1.3.0", optional = true}
 pydantic = ">=1"
-langchain-core = "^0.1.0"
+langchain-core = ">=0.1,<0.3"
 orjson = ">=2"
+pyproject-toml = "^0.0.10"
 
 [tool.poetry.group.dev.dependencies]
 jupyterlab = "^3.6.1"
diff --git a/tests/unit_tests/test_server_client.py b/tests/unit_tests/test_server_client.py
index 927346bb..ff6089e1 100644
--- a/tests/unit_tests/test_server_client.py
+++ b/tests/unit_tests/test_server_client.py
@@ -71,6 +71,7 @@
 from langserve.client import RemoteRunnable
 from langserve.lzstring import LZString
 from langserve.schema import CustomUserType
+from tests.unit_tests.utils.stubs import AnyStr
 
 try:
     from pydantic.v1 import BaseModel, Field
@@ -2558,7 +2559,7 @@ async def test_astream_events_with_prompt_model_parser_chain(
                 "tags": ["seq:step:2"],
             },
             {
-                "data": {"chunk": AIMessageChunk(content="Hello")},
+                "data": {"chunk": AIMessageChunk(content="Hello", id=AnyStr())},
                 "event": "on_chat_model_stream",
                 "name": "GenericFakeChatModel",
                 "tags": ["seq:step:2"],
@@ -2582,7 +2583,7 @@ async def test_astream_events_with_prompt_model_parser_chain(
                 "tags": [],
             },
             {
-                "data": {"chunk": AIMessageChunk(content=" ")},
+                "data": {"chunk": AIMessageChunk(content=" ", id=AnyStr())},
                 "event": "on_chat_model_stream",
                 "name": "GenericFakeChatModel",
                 "tags": ["seq:step:2"],
@@ -2600,7 +2601,7 @@ async def test_astream_events_with_prompt_model_parser_chain(
                 "tags": [],
             },
             {
-                "data": {"chunk": AIMessageChunk(content="World!")},
+                "data": {"chunk": AIMessageChunk(content="World!", id=AnyStr())},
                 "event": "on_chat_model_stream",
                 "name": "GenericFakeChatModel",
                 "tags": ["seq:step:2"],
@@ -2632,7 +2633,9 @@ async def test_astream_events_with_prompt_model_parser_chain(
                             [
                                 ChatGenerationChunk(
                                     text="Hello World!",
-                                    message=AIMessageChunk(content="Hello World!"),
+                                    message=AIMessageChunk(
+                                        content="Hello World!", id=AnyStr()
+                                    ),
                                 )
                             ]
                         ],
@@ -2646,7 +2649,7 @@ async def test_astream_events_with_prompt_model_parser_chain(
             },
             {
                 "data": {
-                    "input": AIMessageChunk(content="Hello World!"),
+                    "input": AIMessageChunk(content="Hello World!", id=AnyStr()),
                     "output": "Hello World!",
                 },
                 "event": "on_parser_end",
@@ -2784,10 +2787,13 @@ def get_by_session_id(session_id: str) -> BaseChatMessageHistory:
         result = await chain_with_history.ainvoke(
             {"question": "hi"}, {"configurable": {"session_id": "1"}}
         )
-        assert result == AIMessage(content="Hello World!")
+        assert result == AIMessage(content="Hello World!", id=AnyStr())
         assert store == {
             "1": InMemoryHistory(
-                messages=[HumanMessage(content="hi"), AIMessage(content="Hello World!")]
+                messages=[
+                    HumanMessage(content="hi"),
+                    AIMessage(content="Hello World!", id=AnyStr()),
+                ]
             )
         }
 
diff --git a/tests/unit_tests/utils/stubs.py b/tests/unit_tests/utils/stubs.py
new file mode 100644
index 00000000..38e84a3a
--- /dev/null
+++ b/tests/unit_tests/utils/stubs.py
@@ -0,0 +1,6 @@
+from typing import Any
+
+
+class AnyStr(str):
+    def __eq__(self, other: Any) -> bool:
+        return isinstance(other, str)
diff --git a/tests/unit_tests/utils/test_fake_chat_model.py b/tests/unit_tests/utils/test_fake_chat_model.py
index 89d0cd8b..a11813ba 100644
--- a/tests/unit_tests/utils/test_fake_chat_model.py
+++ b/tests/unit_tests/utils/test_fake_chat_model.py
@@ -8,6 +8,7 @@
 from langchain_core.outputs import ChatGenerationChunk, GenerationChunk
 
 from tests.unit_tests.utils.llms import GenericFakeChatModel
+from tests.unit_tests.utils.stubs import AnyStr
 
 
 def test_generic_fake_chat_model_invoke() -> None:
@@ -15,11 +16,11 @@ def test_generic_fake_chat_model_invoke() -> None:
     infinite_cycle = cycle([AIMessage(content="hello"), AIMessage(content="goodbye")])
     model = GenericFakeChatModel(messages=infinite_cycle)
     response = model.invoke("meow")
-    assert response == AIMessage(content="hello")
+    assert response == AIMessage(content="hello", id=AnyStr())
     response = model.invoke("kitty")
-    assert response == AIMessage(content="goodbye")
+    assert response == AIMessage(content="goodbye", id=AnyStr())
     response = model.invoke("meow")
-    assert response == AIMessage(content="hello")
+    assert response == AIMessage(content="hello", id=AnyStr())
 
 
 async def test_generic_fake_chat_model_ainvoke() -> None:
@@ -27,11 +28,11 @@ async def test_generic_fake_chat_model_ainvoke() -> None:
     infinite_cycle = cycle([AIMessage(content="hello"), AIMessage(content="goodbye")])
     model = GenericFakeChatModel(messages=infinite_cycle)
     response = await model.ainvoke("meow")
-    assert response == AIMessage(content="hello")
+    assert response == AIMessage(content="hello", id=AnyStr())
     response = await model.ainvoke("kitty")
-    assert response == AIMessage(content="goodbye")
+    assert response == AIMessage(content="goodbye", id=AnyStr())
     response = await model.ainvoke("meow")
-    assert response == AIMessage(content="hello")
+    assert response == AIMessage(content="hello", id=AnyStr())
 
 
 async def test_generic_fake_chat_model_stream() -> None:
@@ -44,26 +45,28 @@ async def test_generic_fake_chat_model_stream() -> None:
     model = GenericFakeChatModel(messages=infinite_cycle)
     chunks = [chunk async for chunk in model.astream("meow")]
     assert chunks == [
-        AIMessageChunk(content="hello"),
-        AIMessageChunk(content=" "),
-        AIMessageChunk(content="goodbye"),
+        AIMessageChunk(content="hello", id=AnyStr()),
+        AIMessageChunk(content=" ", id=AnyStr()),
+        AIMessageChunk(content="goodbye", id=AnyStr()),
     ]
 
     chunks = [chunk for chunk in model.stream("meow")]
     assert chunks == [
-        AIMessageChunk(content="hello"),
-        AIMessageChunk(content=" "),
-        AIMessageChunk(content="goodbye"),
+        AIMessageChunk(content="hello", id=AnyStr()),
+        AIMessageChunk(content=" ", id=AnyStr()),
+        AIMessageChunk(content="goodbye", id=AnyStr()),
     ]
 
     # Test streaming of additional kwargs.
     # Relying on insertion order of the additional kwargs dict
-    message = AIMessage(content="", additional_kwargs={"foo": 42, "bar": 24})
+    message = AIMessage(
+        content="", additional_kwargs={"foo": 42, "bar": 24}, id=AnyStr()
+    )
     model = GenericFakeChatModel(messages=cycle([message]))
     chunks = [chunk async for chunk in model.astream("meow")]
     assert chunks == [
-        AIMessageChunk(content="", additional_kwargs={"foo": 42}),
-        AIMessageChunk(content="", additional_kwargs={"bar": 24}),
+        AIMessageChunk(content="", additional_kwargs={"foo": 42}, id=AnyStr()),
+        AIMessageChunk(content="", additional_kwargs={"bar": 24}, id=AnyStr()),
     ]
 
     message = AIMessage(
@@ -81,22 +84,28 @@ async def test_generic_fake_chat_model_stream() -> None:
 
     assert chunks == [
         AIMessageChunk(
-            content="", additional_kwargs={"function_call": {"name": "move_file"}}
+            content="",
+            additional_kwargs={"function_call": {"name": "move_file"}},
+            id=AnyStr(),
         ),
         AIMessageChunk(
             content="",
             additional_kwargs={
                 "function_call": {"arguments": '{\n  "source_path": "foo"'}
             },
+            id=AnyStr(),
         ),
         AIMessageChunk(
-            content="", additional_kwargs={"function_call": {"arguments": ","}}
+            content="",
+            additional_kwargs={"function_call": {"arguments": ","}},
+            id=AnyStr(),
         ),
         AIMessageChunk(
             content="",
             additional_kwargs={
                 "function_call": {"arguments": '\n  "destination_path": "bar"\n}'}
             },
+            id=AnyStr(),
         ),
     ]
 
@@ -116,6 +125,7 @@ async def test_generic_fake_chat_model_stream() -> None:
                 'destination_path": "bar"\n}',
             }
         },
+        id=AnyStr(),
     )
 
 
@@ -128,9 +138,9 @@ async def test_generic_fake_chat_model_astream_log() -> None:
     ]
     final = log_patches[-1]
     assert final.state["streamed_output"] == [
-        AIMessageChunk(content="hello"),
-        AIMessageChunk(content=" "),
-        AIMessageChunk(content="goodbye"),
+        AIMessageChunk(content="hello", id=AnyStr()),
+        AIMessageChunk(content=" ", id=AnyStr()),
+        AIMessageChunk(content="goodbye", id=AnyStr()),
     ]
 
 
@@ -178,8 +188,8 @@ async def on_llm_new_token(
     # New model
     results = list(model.stream("meow", {"callbacks": [MyCustomAsyncHandler(tokens)]}))
     assert results == [
-        AIMessageChunk(content="hello"),
-        AIMessageChunk(content=" "),
-        AIMessageChunk(content="goodbye"),
+        AIMessageChunk(content="hello", id=AnyStr()),
+        AIMessageChunk(content=" ", id=AnyStr()),
+        AIMessageChunk(content="goodbye", id=AnyStr()),
     ]
     assert tokens == ["hello", " ", "goodbye"]