diff --git a/embedchain/poetry.lock b/embedchain/poetry.lock
index e35ee8d328..4784f8dc0f 100644
--- a/embedchain/poetry.lock
+++ b/embedchain/poetry.lock
@@ -2253,6 +2253,76 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jiter"
+version = "0.5.0"
+description = "Fast iterable JSON parser."
+optional = false
+python-versions = ">=3.8"
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+    {file = "jiter-0.5.0.tar.gz", hash = "sha256:1d916ba875bcab5c5f7d927df998c4cb694d27dceddf3392e58beaf10563368a"},
+]
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -2364,26 +2434,26 @@ tests = ["aiohttp", "boto3", "duckdb", "pandas (>=1.4)", "polars (>=0.19)", "pyt
 
 [[package]]
 name = "langchain"
-version = "0.2.16"
+version = "0.3.1"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain-0.2.16-py3-none-any.whl", hash = "sha256:8f59ee8b45f268df4b924ea3b9c63e49286efa756d16b3f6a9de5c6e502c36e1"},
-    {file = "langchain-0.2.16.tar.gz", hash = "sha256:ffb426a76a703b73ac69abad77cd16eaf03dda76b42cff55572f592d74944166"},
+    {file = "langchain-0.3.1-py3-none-any.whl", hash = "sha256:94e5ee7464d4366e4b158aa5704953c39701ea237b9ed4b200096d49e83bb3ae"},
+    {file = "langchain-0.3.1.tar.gz", hash = "sha256:54d6e3abda2ec056875a231a418a4130ba7576e629e899067e499bfc847b7586"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
-langchain-core = ">=0.2.38,<0.3.0"
-langchain-text-splitters = ">=0.2.0,<0.3.0"
+langchain-core = ">=0.3.6,<0.4.0"
+langchain-text-splitters = ">=0.3.0,<0.4.0"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
 ]
-pydantic = ">=1,<3"
+pydantic = ">=2.7.4,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
@@ -2391,62 +2461,68 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-aws"
-version = "0.1.13"
+version = "0.2.1"
 description = "An integration package connecting AWS and LangChain"
 optional = true
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_aws-0.1.13-py3-none-any.whl", hash = "sha256:c4db60c8a83b8ff3e66170e0bd646739176fcd1a20a9d0a10828a1e21339af1d"},
-    {file = "langchain_aws-0.1.13.tar.gz", hash = "sha256:fda790732a72de4ccec3760dba24db5f9fa5cb8724dfd9676a7d5cf87a9f1a98"},
+    {file = "langchain_aws-0.2.1-py3-none-any.whl", hash = "sha256:a866ca91d11798b06925cd39b7297db97e1ab438b91cbe2feeca443ed59e5b7a"},
+    {file = "langchain_aws-0.2.1.tar.gz", hash = "sha256:e07ba5c16c7ef942072c3b3561cc517d34e01de8c05a9f9bc3d986e6b90f43b1"},
 ]
 
 [package.dependencies]
-boto3 = ">=1.34.131,<1.35.0"
-langchain-core = ">=0.2.17,<0.3"
-numpy = ">=1,<2"
+boto3 = ">=1.34.131"
+langchain-core = ">=0.3.2,<0.4"
+numpy = [
+    {version = ">=1,<2", markers = "python_version < \"3.12\""},
+    {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
+]
+pydantic = ">=2,<3"
 
 [[package]]
 name = "langchain-cohere"
-version = "0.1.9"
+version = "0.3.0"
 description = "An integration package connecting Cohere and LangChain"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_cohere-0.1.9-py3-none-any.whl", hash = "sha256:96d6a15125797319474ac84b54024e5024f3f5fc45032ebf228d95d6998c9b13"},
-    {file = "langchain_cohere-0.1.9.tar.gz", hash = "sha256:549620d23bc3d77f62d1045787095fe2c1cfa233dba69455139f9a2f65f952fa"},
+    {file = "langchain_cohere-0.3.0-py3-none-any.whl", hash = "sha256:4c075fb227ed954e2be8b5448ee04e9850b88703799861d5bda8b014633ff069"},
+    {file = "langchain_cohere-0.3.0.tar.gz", hash = "sha256:cf5b6d0f41df1294b76c7109adf371d9883ff50c4a07ed825221768a98d7bdd4"},
 ]
 
 [package.dependencies]
 cohere = ">=5.5.6,<6.0"
-langchain-core = ">=0.2.2,<0.3"
-langchain-experimental = ">=0.0.6"
+langchain-core = ">=0.3.0,<0.4"
+langchain-experimental = ">=0.3.0"
 pandas = ">=1.4.3"
+pydantic = ">=2,<3"
 tabulate = ">=0.9.0,<0.10.0"
 
 [package.extras]
-langchain-community = ["langchain-community (>=0.2.4)"]
+langchain-community = ["langchain-community (>=0.3.0)"]
 
 [[package]]
 name = "langchain-community"
-version = "0.2.17"
+version = "0.3.1"
 description = "Community contributed LangChain integrations."
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_community-0.2.17-py3-none-any.whl", hash = "sha256:d07c31b641e425fb8c3e7148ad6a62e1b54a9adac6e1173021a7dd3148266063"},
-    {file = "langchain_community-0.2.17.tar.gz", hash = "sha256:b0745c1fcf1bd532ed4388f90b47139d6a6c6ba48a87aa68aa32d4d6bb97259d"},
+    {file = "langchain_community-0.3.1-py3-none-any.whl", hash = "sha256:627eb26c16417764762ac47dd0d3005109f750f40242a88bb8f2958b798bcf90"},
+    {file = "langchain_community-0.3.1.tar.gz", hash = "sha256:c964a70628f266a61647e58f2f0434db633d4287a729f100a81dd8b0654aec93"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain = ">=0.2.16,<0.3.0"
-langchain-core = ">=0.2.39,<0.3.0"
-langsmith = ">=0.1.112,<0.2.0"
+langchain = ">=0.3.1,<0.4.0"
+langchain-core = ">=0.3.6,<0.4.0"
+langsmith = ">=0.1.125,<0.2.0"
 numpy = [
     {version = ">=1,<2", markers = "python_version < \"3.12\""},
     {version = ">=1.26.0,<2.0.0", markers = "python_version >= \"3.12\""},
 ]
+pydantic-settings = ">=2.4.0,<3.0.0"
 PyYAML = ">=5.3"
 requests = ">=2,<3"
 SQLAlchemy = ">=1.4,<3"
@@ -2454,21 +2530,21 @@ tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0"
 
 [[package]]
 name = "langchain-core"
-version = "0.2.41"
+version = "0.3.7"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_core-0.2.41-py3-none-any.whl", hash = "sha256:3278fda5ba9a05defae8bb19f1226032add6aab21917db7b3bc74e750e263e84"},
-    {file = "langchain_core-0.2.41.tar.gz", hash = "sha256:bc12032c5a298d85be754ccb129bc13ea21ccb1d6e22f8d7ba18b8da64315bb5"},
+    {file = "langchain_core-0.3.7-py3-none-any.whl", hash = "sha256:a789875358001ca9293875c12f0b6238855325621ab66775109497b9b1648157"},
+    {file = "langchain_core-0.3.7.tar.gz", hash = "sha256:9f877c00fec7fe1dca929dd3bed3999ee4c2e5c14c6744ed82cc66ddfcd15fdf"},
 ]
 
 [package.dependencies]
 jsonpatch = ">=1.33,<2.0"
-langsmith = ">=0.1.112,<0.2.0"
+langsmith = ">=0.1.125,<0.2.0"
 packaging = ">=23.2,<25"
 pydantic = [
-    {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""},
+    {version = ">=2.5.2,<3.0.0", markers = "python_full_version < \"3.12.4\""},
     {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""},
 ]
 PyYAML = ">=5.3"
@@ -2477,84 +2553,89 @@ typing-extensions = ">=4.7"
 
 [[package]]
 name = "langchain-experimental"
-version = "0.0.62"
+version = "0.3.2"
 description = "Building applications with LLMs through composability"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_experimental-0.0.62-py3-none-any.whl", hash = "sha256:9240f9e3490e819976f20a37863970036e7baacb7104b9eb6833d19ab6d518c9"},
-    {file = "langchain_experimental-0.0.62.tar.gz", hash = "sha256:9737fbc8429d24457ea4d368e3c9ba9ed1cace0564fb5f1a96a3027a588bd0ac"},
+    {file = "langchain_experimental-0.3.2-py3-none-any.whl", hash = "sha256:b6a26f2a05e056a27ad30535ed306a6b9d8cc2e3c0326d15030d11b6e7505dbb"},
+    {file = "langchain_experimental-0.3.2.tar.gz", hash = "sha256:d41cc28c46f58616d18a1230595929f80a58d1982c4053dc3afe7f1c03f22426"},
 ]
 
 [package.dependencies]
-langchain-community = ">=0.2.6,<0.3.0"
-langchain-core = ">=0.2.10,<0.3.0"
+langchain-community = ">=0.3.0,<0.4.0"
+langchain-core = ">=0.3.6,<0.4.0"
 
 [[package]]
 name = "langchain-google-vertexai"
-version = "1.0.6"
+version = "2.0.3"
 description = "An integration package connecting Google VertexAI and LangChain"
 optional = true
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_google_vertexai-1.0.6-py3-none-any.whl", hash = "sha256:240a9be3ae749335ec9a495502ca8f2bff60a432b8400a21cbd93b415e4d166d"},
-    {file = "langchain_google_vertexai-1.0.6.tar.gz", hash = "sha256:000c4cfd0dee73317e1752dfeec76a08c5bf24f7a134d79b9905a720ac886b11"},
+    {file = "langchain_google_vertexai-2.0.3-py3-none-any.whl", hash = "sha256:43835bed9f03f6969b3f8b73356c44d7898d209c69bd5124b0a80c35d8cebdd0"},
+    {file = "langchain_google_vertexai-2.0.3.tar.gz", hash = "sha256:6f71061b578c0cd44fd5a147b61f66a1486bfc8b1dc69b4ac31e0f3c470d90d8"},
 ]
 
 [package.dependencies]
 google-cloud-aiplatform = ">=1.56.0,<2.0.0"
 google-cloud-storage = ">=2.17.0,<3.0.0"
-langchain-core = ">=0.2.9,<0.3"
+httpx = ">=0.27.0,<0.28.0"
+httpx-sse = ">=0.4.0,<0.5.0"
+langchain-core = ">=0.3.0,<0.4"
+pydantic = ">=2,<3"
 
 [package.extras]
-anthropic = ["anthropic[vertexai] (>=0.29.0,<1)"]
+anthropic = ["anthropic[vertexai] (>=0.30.0,<1)"]
+mistral = ["langchain-mistralai (>=0.2.0,<1)"]
 
 [[package]]
 name = "langchain-mistralai"
-version = "0.1.10"
+version = "0.2.0"
 description = "An integration package connecting Mistral and LangChain"
 optional = true
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_mistralai-0.1.10-py3-none-any.whl", hash = "sha256:c0507f744cbb8d46b34b62170f977e3afe9c71606483a45b50c4b88f00cb0be5"},
-    {file = "langchain_mistralai-0.1.10.tar.gz", hash = "sha256:fbee929b891b3b6f4aa622fbe4b23f750447a831c823d459974787d825e16eaf"},
+    {file = "langchain_mistralai-0.2.0-py3-none-any.whl", hash = "sha256:1463093815f018d3a5860b4a41db25103235a12112e2c1e93c7576d09eee6382"},
+    {file = "langchain_mistralai-0.2.0.tar.gz", hash = "sha256:f89ebec41daae18871c5820cf7105afb05333a23e9ee7b3199d9a8ecdbe30a97"},
 ]
 
 [package.dependencies]
 httpx = ">=0.25.2,<1"
 httpx-sse = ">=0.3.1,<1"
-langchain-core = ">=0.2.17,<0.3"
+langchain-core = ">=0.3.0,<0.4.0"
+pydantic = ">=2,<3"
 tokenizers = ">=0.15.1,<1"
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.16"
+version = "0.2.1"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_openai-0.1.16-py3-none-any.whl", hash = "sha256:bff90e9d0be786495920a7851ae4d55247fb084d3a11d1b15bfe91904ce1cb0f"},
-    {file = "langchain_openai-0.1.16.tar.gz", hash = "sha256:3dedcc785a64a488ad6a313cc59b0dccea025d27413b55cec73a20dcf3ded4da"},
+    {file = "langchain_openai-0.2.1-py3-none-any.whl", hash = "sha256:215efa4526c88f8105f002b43b7cbf98cebd9baeb4f62c3b58faebdb578715bc"},
+    {file = "langchain_openai-0.2.1.tar.gz", hash = "sha256:a131ea18736f1a8792925391b91a8c8bd834431ffc2055c92ba49f59c3dcaaf0"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.17,<0.3.0"
-openai = ">=1.32.0,<2.0.0"
+langchain-core = ">=0.3,<0.4"
+openai = ">=1.40.0,<2.0.0"
 tiktoken = ">=0.7,<1"
 
 [[package]]
 name = "langchain-text-splitters"
-version = "0.2.2"
+version = "0.3.0"
 description = "LangChain text splitting utilities"
 optional = false
-python-versions = "<4.0,>=3.8.1"
+python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_text_splitters-0.2.2-py3-none-any.whl", hash = "sha256:1c80d4b11b55e2995f02d2a326c0323ee1eeff24507329bb22924e420c782dff"},
-    {file = "langchain_text_splitters-0.2.2.tar.gz", hash = "sha256:a1e45de10919fa6fb080ef0525deab56557e9552083600455cb9fa4238076140"},
+    {file = "langchain_text_splitters-0.3.0-py3-none-any.whl", hash = "sha256:e84243e45eaff16e5b776cd9c81b6d07c55c010ebcb1965deb3d1792b7358e83"},
+    {file = "langchain_text_splitters-0.3.0.tar.gz", hash = "sha256:f9fe0b4d244db1d6de211e7343d4abc4aa90295aa22e1f0c89e51f33c55cd7ce"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.2.10,<0.3.0"
+langchain-core = ">=0.3.0,<0.4.0"
 
 [[package]]
 name = "langsmith"
@@ -2720,17 +2801,17 @@ files = [
 
 [[package]]
 name = "mem0ai"
-version = "0.1.15"
+version = "0.1.18"
 description = "Long-term memory for AI Agents"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "mem0ai-0.1.15-py3-none-any.whl", hash = "sha256:b553a8a3491565f9e52de535282304218a3773069cb4d41d2da6b4236a7b06bc"},
-    {file = "mem0ai-0.1.15.tar.gz", hash = "sha256:8f0d6207da36f9ffcb3b1c5ee366f1d0f550daf577d875abc96477309ef233c8"},
+    {file = "mem0ai-0.1.18-py3-none-any.whl", hash = "sha256:66d6710bb122dfbf2fb654b57d1df1079fdf4e5547f634f858c5b51448f66d39"},
+    {file = "mem0ai-0.1.18.tar.gz", hash = "sha256:57412c4b64f182f4cf6478205263234015ebc9b695a783565a99d21fc99d58c7"},
 ]
 
 [package.dependencies]
-langchain-community = ">=0.2.12,<0.3.0"
+langchain-community = ">=0.3.1,<0.4.0"
 neo4j = ">=5.23.1,<6.0.0"
 openai = ">=1.33.0,<2.0.0"
 posthog = ">=3.5.0,<4.0.0"
@@ -3357,23 +3438,24 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.35.13"
+version = "1.51.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.35.13-py3-none-any.whl", hash = "sha256:36ec3e93e0d1f243f69be85c89b9221a471c3e450dfd9df16c9829e3cdf63e60"},
-    {file = "openai-1.35.13.tar.gz", hash = "sha256:c684f3945608baf7d2dcc0ef3ee6f3e27e4c66f21076df0b47be45d57e6ae6e4"},
+    {file = "openai-1.51.0-py3-none-any.whl", hash = "sha256:d9affafb7e51e5a27dce78589d4964ce4d6f6d560307265933a94b2e3f3c5d2c"},
+    {file = "openai-1.51.0.tar.gz", hash = "sha256:8dc4f9d75ccdd5466fc8c99a952186eddceb9fd6ba694044773f3736a847149d"},
 ]
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
 httpx = ">=0.23.0,<1"
+jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
-typing-extensions = ">=4.7,<5"
+typing-extensions = ">=4.11,<5"
 
 [package.extras]
 datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
@@ -4335,6 +4417,26 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pydantic-settings"
+version = "2.5.2"
+description = "Settings management using Pydantic"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "pydantic_settings-2.5.2-py3-none-any.whl", hash = "sha256:2c912e55fd5794a59bf8c832b9de832dcfdf4778d79ff79b708744eed499a907"},
+    {file = "pydantic_settings-2.5.2.tar.gz", hash = "sha256:f90b139682bee4d2065273d5185d71d37ea46cfe57e1b5ae184fc6a0b2484ca0"},
+]
+
+[package.dependencies]
+pydantic = ">=2.7.0"
+python-dotenv = ">=0.21.0"
+
+[package.extras]
+azure-key-vault = ["azure-identity (>=1.16.0)", "azure-keyvault-secrets (>=4.8.0)"]
+toml = ["tomli (>=2.0.1)"]
+yaml = ["pyyaml (>=6.0.1)"]
+
 [[package]]
 name = "pygments"
 version = "2.18.0"
@@ -6647,4 +6749,4 @@ weaviate = ["weaviate-client"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.9,<=3.13"
-content-hash = "d5f785b12967cb62e2924a25b67c318239537c2c79bc75268f0f9f3e0315f169"
+content-hash = "ec8a87e5281b7fa0c2c28f24c2562e823f0c546a24da2bb285b2f239b7b1758d"
diff --git a/embedchain/pyproject.toml b/embedchain/pyproject.toml
index 78047a6033..6e7cc44d67 100644
--- a/embedchain/pyproject.toml
+++ b/embedchain/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "embedchain"
-version = "0.1.122"
+version = "0.1.123"
 description = "Simplest open source retrieval (RAG) framework"
 authors = [
     "Taranjeet Singh <taranjeet@embedchain.ai>",
@@ -93,7 +93,7 @@ color = true
 [tool.poetry.dependencies]
 python = ">=3.9,<=3.13"
 python-dotenv = "^1.0.0"
-langchain = ">0.2,<=0.3"
+langchain = "^0.3.1"
 requests = "^2.31.0"
 openai = ">=1.1.1"
 chromadb = "^0.4.24"
@@ -103,7 +103,7 @@ beautifulsoup4 = "^4.12.2"
 pypdf = "^5.0.0"
 gptcache = "^0.1.43"
 pysbd = "^0.3.4"
-mem0ai = "^0.1.15"
+mem0ai = "^0.1.18"
 tiktoken = { version = "^0.7.0", optional = true }
 sentence-transformers = { version = "^2.2.2", optional = true }
 torch = { version = "2.3.0", optional = true }
@@ -131,14 +131,14 @@ google-auth-oauthlib = { version = "^1.2.0", optional = true }
 google-auth = { version = "^2.25.2", optional = true }
 google-auth-httplib2 = { version = "^0.2.0", optional = true }
 google-api-core = { version = "^2.15.0", optional = true }
-langchain-mistralai = { version = "^0.1.9", optional = true }
-langchain-openai = "^0.1.7"
-langchain-google-vertexai = { version = "^1.0.6", optional = true }
+langchain-mistralai = { version = "^0.2.0", optional = true }
+langchain-openai = "^0.2.1"
+langchain-google-vertexai = { version = "^2.0.2", optional = true }
 sqlalchemy = "^2.0.27"
 alembic = "^1.13.1"
-langchain-cohere = "^0.1.4"
-langchain-community = "^0.2.6"
-langchain-aws = {version = "^0.1.10", optional = true}
+langchain-cohere = "^0.3.0"
+langchain-community = "^0.3.1"
+langchain-aws = {version = "^0.2.1", optional = true}
 langsmith = "^0.1.17"
 
 [tool.poetry.group.dev.dependencies]