diff --git a/poetry.lock b/poetry.lock
index 9cf27cc..6d5e2d4 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -144,23 +144,23 @@ frozenlist = ">=1.1.0"
 
 [[package]]
 name = "aiosqlite"
-version = "0.20.0"
+version = "0.21.0"
 description = "asyncio bridge to the standard sqlite3 module"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "aiosqlite-0.20.0-py3-none-any.whl", hash = "sha256:36a1deaca0cac40ebe32aac9977a6e2bbc7f5189f23f4a54d5908986729e5bd6"},
-    {file = "aiosqlite-0.20.0.tar.gz", hash = "sha256:6d35c8c256637f4672f843c31021464090805bf925385ac39473fb16eaaca3d7"},
+    {file = "aiosqlite-0.21.0-py3-none-any.whl", hash = "sha256:2549cf4057f95f53dcba16f2b64e8e2791d7e1adedb13197dd8ed77bb226d7d0"},
+    {file = "aiosqlite-0.21.0.tar.gz", hash = "sha256:131bb8056daa3bc875608c631c678cda73922a2d4ba8aec373b19f18c17e7aa3"},
 ]
 
 [package.dependencies]
 typing_extensions = ">=4.0"
 
 [package.extras]
-dev = ["attribution (==1.7.0)", "black (==24.2.0)", "coverage[toml] (==7.4.1)", "flake8 (==7.0.0)", "flake8-bugbear (==24.2.6)", "flit (==3.9.0)", "mypy (==1.8.0)", "ufmt (==2.3.0)", "usort (==1.0.8.post1)"]
-docs = ["sphinx (==7.2.6)", "sphinx-mdinclude (==0.5.3)"]
+dev = ["attribution (==1.7.1)", "black (==24.3.0)", "build (>=1.2)", "coverage[toml] (==7.6.10)", "flake8 (==7.0.0)", "flake8-bugbear (==24.12.12)", "flit (==3.10.1)", "mypy (==1.14.1)", "ufmt (==2.5.1)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.1.3)", "sphinx-mdinclude (==0.6.1)"]
 
 [[package]]
 name = "amazon-transcribe"
@@ -400,19 +400,19 @@ xyzservices = ">=2021.09.1"
 
 [[package]]
 name = "boto3"
-version = "1.36.9"
+version = "1.36.13"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "boto3-1.36.9-py3-none-any.whl", hash = "sha256:440d0b70990efb732f63b40fa16c663c86fee80347eb4bf3bcc08b593e8ac77f"},
-    {file = "boto3-1.36.9.tar.gz", hash = "sha256:035ed3868ff3b9afe05a49d0bde35582315bc438e60b5e76727a00b107567bfb"},
+    {file = "boto3-1.36.13-py3-none-any.whl", hash = "sha256:20d97739cea1b0f549e9096c453ac727a350da28bd0451098714260b655a85ea"},
+    {file = "boto3-1.36.13.tar.gz", hash = "sha256:c8031aa1c4a7c331081b2d86c49a362654b86e0b89d0a41fa166a68b226f4aba"},
 ]
 
 [package.dependencies]
-botocore = ">=1.36.9,<1.37.0"
+botocore = ">=1.36.13,<1.37.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.11.0,<0.12.0"
 
@@ -421,15 +421,15 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.36.9"
+version = "1.36.13"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "botocore-1.36.9-py3-none-any.whl", hash = "sha256:e31d206c7708300c541d0799df73b576bbe7d8bed011687d96323ed48763ffd2"},
-    {file = "botocore-1.36.9.tar.gz", hash = "sha256:cb3baefdb8326fdfae0750015e5868330e18d3a088a31da658df2cc8cba7ac73"},
+    {file = "botocore-1.36.13-py3-none-any.whl", hash = "sha256:d644a814440bf8d55f4e29b1c0e6f021e2573b7784e0c91f55f4d9d689e08005"},
+    {file = "botocore-1.36.13.tar.gz", hash = "sha256:50a3ff292f8dfdde21074b5c916afe847b01e074ab16d9c9fe71b34960c77134"},
 ]
 
 [package.dependencies]
@@ -438,7 +438,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.23.4)"]
+crt = ["awscrt (==0.23.8)"]
 
 [[package]]
 name = "build"
@@ -498,15 +498,15 @@ pydantic = ["pydantic (>=2.0.0)"]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -657,15 +657,15 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.5.23"
+version = "0.6.3"
 description = "Chroma."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "chromadb-0.5.23-py3-none-any.whl", hash = "sha256:ffe5bdd7276d12cb682df0d38a13aa37573e6a3678e71889ac45f539ae05ad7e"},
-    {file = "chromadb-0.5.23.tar.gz", hash = "sha256:360a12b9795c5a33cb1f839d14410ccbde662ef1accd36153b0ae22312edabd1"},
+    {file = "chromadb-0.6.3-py3-none-any.whl", hash = "sha256:4851258489a3612b558488d98d09ae0fe0a28d5cad6bd1ba64b96fdc419dc0e5"},
+    {file = "chromadb-0.6.3.tar.gz", hash = "sha256:c8f34c0b704b9108b04491480a36d42e894a960429f87c6516027b5481d59ed3"},
 ]
 
 [package.dependencies]
@@ -692,7 +692,7 @@ pypika = ">=0.48.9"
 PyYAML = ">=6.0.0"
 rich = ">=10.11.0"
 tenacity = ">=8.2.3"
-tokenizers = ">=0.13.2,<=0.20.3"
+tokenizers = ">=0.13.2"
 tqdm = ">=4.65.0"
 typer = ">=0.9.0"
 typing_extensions = ">=4.5.0"
@@ -925,15 +925,15 @@ files = [
 
 [[package]]
 name = "exa-py"
-version = "1.8.5"
+version = "1.8.7"
 description = "Python SDK for Exa API."
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "exa_py-1.8.5-py3-none-any.whl", hash = "sha256:9d9f654928a2936b2a954e7168134fe1dd22d39cf266242412f16c25a4e1c73d"},
-    {file = "exa_py-1.8.5.tar.gz", hash = "sha256:1df73440325f0ae17eb30c7ca18117a6c3cd874f8019c4601623eef4ae573066"},
+    {file = "exa_py-1.8.7-py3-none-any.whl", hash = "sha256:ec985c98a5c469341c8455e2c5a51afcf58e3500764536dc8ab10868be1daf85"},
+    {file = "exa_py-1.8.7.tar.gz", hash = "sha256:f0df08c7735996cb703d06a2605f6c0180c49f1c9506ad2fd864a439d2629553"},
 ]
 
 [package.dependencies]
@@ -959,15 +959,15 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.115.7"
+version = "0.115.8"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "fastapi-0.115.7-py3-none-any.whl", hash = "sha256:eb6a8c8bf7f26009e8147111ff15b5177a0e19bb4a45bc3486ab14804539d21e"},
-    {file = "fastapi-0.115.7.tar.gz", hash = "sha256:0f106da6c01d88a6786b3248fb4d7a940d071f6f488488898ad5d354b25ed015"},
+    {file = "fastapi-0.115.8-py3-none-any.whl", hash = "sha256:753a96dd7e036b34eeef8babdfcfe3f28ff79648f86551eb36bfc1b0bf4a8cbf"},
+    {file = "fastapi-0.115.8.tar.gz", hash = "sha256:0ce9111231720190473e222cdf0f07f7206ad7e53ea02beb1d2dc36e2f0741e9"},
 ]
 
 [package.dependencies]
@@ -1115,15 +1115,15 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.2.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "fsspec-2024.12.0-py3-none-any.whl", hash = "sha256:b520aed47ad9804237ff878b504267a3b0b441e97508bd6d2d8774e3db85cee2"},
-    {file = "fsspec-2024.12.0.tar.gz", hash = "sha256:670700c977ed2fb51e0d9f9253177ed20cbde4a3e5c0283cc5385b5870c8533f"},
+    {file = "fsspec-2025.2.0-py3-none-any.whl", hash = "sha256:9de2ad9ce1f85e1931858535bc882543171d197001a0a5eb2ddc04f1781ab95b"},
+    {file = "fsspec-2025.2.0.tar.gz", hash = "sha256:1c24b16eaa0a1798afa0337aa0db9b256718ab2a89c425371f5628d22c3b6afd"},
 ]
 
 [package.extras]
@@ -1150,7 +1150,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
-test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask-expr", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -1389,15 +1389,15 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.28.0"
+version = "0.28.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "huggingface_hub-0.28.0-py3-none-any.whl", hash = "sha256:71cff4e500efe68061d94b7f6d3114e183715088be7a90bf4dd84af83b5f5cdb"},
-    {file = "huggingface_hub-0.28.0.tar.gz", hash = "sha256:c2b18c02a47d4384763caddb4d0ab2a8fc6c16e0800d6de4d55d0a896244aba3"},
+    {file = "huggingface_hub-0.28.1-py3-none-any.whl", hash = "sha256:aa6b9a3ffdae939b72c464dbb0d7f99f56e649b55c3d52406f49e0a5a620c0a7"},
+    {file = "huggingface_hub-0.28.1.tar.gz", hash = "sha256:893471090c98e3b6efbdfdacafe4052b20b84d59866fb6f54c33d9af18c303ae"},
 ]
 
 [package.dependencies]
@@ -2175,15 +2175,15 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.60.2"
+version = "1.61.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "openai-1.60.2-py3-none-any.whl", hash = "sha256:993bd11b96900b9098179c728026f016b4982ded7ee30dfcf4555eab1171fff9"},
-    {file = "openai-1.60.2.tar.gz", hash = "sha256:a8f843e10f2855713007f491d96afb2694b11b5e02cb97c7d01a0be60bc5bb51"},
+    {file = "openai-1.61.0-py3-none-any.whl", hash = "sha256:e8c512c0743accbdbe77f3429a1490d862f8352045de8dc81969301eb4a4f666"},
+    {file = "openai-1.61.0.tar.gz", hash = "sha256:216f325a24ed8578e929b0f1b3fb2052165f3b04b0461818adaa51aa29c71f8a"},
 ]
 
 [package.dependencies]
@@ -2228,172 +2228,186 @@ kerberos = ["requests_kerberos"]
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.29.0"
+version = "1.30.0"
 description = "OpenTelemetry Python API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "opentelemetry_api-1.29.0-py3-none-any.whl", hash = "sha256:5fcd94c4141cc49c736271f3e1efb777bebe9cc535759c54c936cca4f1b312b8"},
-    {file = "opentelemetry_api-1.29.0.tar.gz", hash = "sha256:d04a6cf78aad09614f52964ecb38021e248f5714dc32c2e0d8fd99517b4d69cf"},
+    {file = "opentelemetry_api-1.30.0-py3-none-any.whl", hash = "sha256:d5f5284890d73fdf47f843dda3210edf37a38d66f44f2b5aedc1e89ed455dc09"},
+    {file = "opentelemetry_api-1.30.0.tar.gz", hash = "sha256:375893400c1435bf623f7dfb3bcd44825fe6b56c34d0667c542ea8257b1a1240"},
 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
 importlib-metadata = ">=6.0,<=8.5.0"
 
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.30.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_common-1.30.0-py3-none-any.whl", hash = "sha256:5468007c81aa9c44dc961ab2cf368a29d3475977df83b4e30aeed42aa7bc3b38"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.30.0.tar.gz", hash = "sha256:ddbfbf797e518411857d0ca062c957080279320d6235a279f7b64ced73c13897"},
+]
+
+[package.dependencies]
+opentelemetry-proto = "1.30.0"
+
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-grpc"
-version = "1.15.0"
+version = "1.30.0"
 description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.15.0-py3-none-any.whl", hash = "sha256:c2a5492ba7d140109968135d641d06ce3c5bd73c50665f787526065d57d7fd1d"},
-    {file = "opentelemetry_exporter_otlp_proto_grpc-1.15.0.tar.gz", hash = "sha256:844f2a4bb9bcda34e4eb6fe36765e5031aacb36dc60ed88c90fc246942ea26e7"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0-py3-none-any.whl", hash = "sha256:2906bcae3d80acc54fd1ffcb9e44d324e8631058b502ebe4643ca71d1ff30830"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.30.0.tar.gz", hash = "sha256:d0f10f0b9b9a383b7d04a144d01cb280e70362cccc613987e234183fd1f01177"},
 ]
 
 [package.dependencies]
-backoff = {version = ">=1.10.0,<3.0.0", markers = "python_version >= \"3.7\""}
+deprecated = ">=1.2.6"
 googleapis-common-protos = ">=1.52,<2.0"
-grpcio = ">=1.0.0,<2.0.0"
-opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-proto = "1.15.0"
-opentelemetry-sdk = ">=1.12,<2.0"
-
-[package.extras]
-test = ["pytest-grpc"]
+grpcio = ">=1.63.2,<2.0.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.30.0"
+opentelemetry-proto = "1.30.0"
+opentelemetry-sdk = ">=1.30.0,<1.31.0"
 
 [[package]]
 name = "opentelemetry-instrumentation"
-version = "0.50b0"
+version = "0.51b0"
 description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "opentelemetry_instrumentation-0.50b0-py3-none-any.whl", hash = "sha256:b8f9fc8812de36e1c6dffa5bfc6224df258841fb387b6dfe5df15099daa10630"},
-    {file = "opentelemetry_instrumentation-0.50b0.tar.gz", hash = "sha256:7d98af72de8dec5323e5202e46122e5f908592b22c6d24733aad619f07d82979"},
+    {file = "opentelemetry_instrumentation-0.51b0-py3-none-any.whl", hash = "sha256:c6de8bd26b75ec8b0e54dff59e198946e29de6a10ec65488c357d4b34aa5bdcf"},
+    {file = "opentelemetry_instrumentation-0.51b0.tar.gz", hash = "sha256:4ca266875e02f3988536982467f7ef8c32a38b8895490ddce9ad9604649424fa"},
 ]
 
 [package.dependencies]
 opentelemetry-api = ">=1.4,<2.0"
-opentelemetry-semantic-conventions = "0.50b0"
+opentelemetry-semantic-conventions = "0.51b0"
 packaging = ">=18.0"
 wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "opentelemetry-instrumentation-asgi"
-version = "0.50b0"
+version = "0.51b0"
 description = "ASGI instrumentation for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
-    {file = "opentelemetry_instrumentation_asgi-0.50b0-py3-none-any.whl", hash = "sha256:2ba1297f746e55dec5a17fe825689da0613662fb25c004c3965a6c54b1d5be22"},
-    {file = "opentelemetry_instrumentation_asgi-0.50b0.tar.gz", hash = "sha256:3ca4cb5616ae6a3e8ce86e7d5c360a8d8cc8ed722cf3dc8a5e44300774e87d49"},
+    {file = "opentelemetry_instrumentation_asgi-0.51b0-py3-none-any.whl", hash = "sha256:e8072993db47303b633c6ec1bc74726ba4d32bd0c46c28dfadf99f79521a324c"},
+    {file = "opentelemetry_instrumentation_asgi-0.51b0.tar.gz", hash = "sha256:b3fe97c00f0bfa934371a69674981d76591c68d937b6422a5716ca21081b4148"},
 ]
 
 [package.dependencies]
 asgiref = ">=3.0,<4.0"
 opentelemetry-api = ">=1.12,<2.0"
-opentelemetry-instrumentation = "0.50b0"
-opentelemetry-semantic-conventions = "0.50b0"
-opentelemetry-util-http = "0.50b0"
+opentelemetry-instrumentation = "0.51b0"
+opentelemetry-semantic-conventions = "0.51b0"
+opentelemetry-util-http = "0.51b0"
 
 [package.extras]
 instruments = ["asgiref (>=3.0,<4.0)"]
 
 [[package]]
 name = "opentelemetry-instrumentation-fastapi"
-version = "0.50b0"
+version = "0.51b0"
 description = "OpenTelemetry FastAPI Instrumentation"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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 [package.dependencies]
 opentelemetry-api = ">=1.12,<2.0"
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-opentelemetry-instrumentation-asgi = "0.50b0"
-opentelemetry-semantic-conventions = "0.50b0"
-opentelemetry-util-http = "0.50b0"
+opentelemetry-instrumentation = "0.51b0"
+opentelemetry-instrumentation-asgi = "0.51b0"
+opentelemetry-semantic-conventions = "0.51b0"
+opentelemetry-util-http = "0.51b0"
 
 [package.extras]
 instruments = ["fastapi (>=0.58,<1.0)"]
 
 [[package]]
 name = "opentelemetry-proto"
-version = "1.15.0"
+version = "1.30.0"
 description = "OpenTelemetry Python Proto"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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 ]
 
 [package.dependencies]
-protobuf = ">=3.19,<5.0"
+protobuf = ">=5.0,<6.0"
 
 [[package]]
 name = "opentelemetry-sdk"
-version = "1.29.0"
+version = "1.30.0"
 description = "OpenTelemetry Python SDK"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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 ]
 
 [package.dependencies]
-opentelemetry-api = "1.29.0"
-opentelemetry-semantic-conventions = "0.50b0"
+opentelemetry-api = "1.30.0"
+opentelemetry-semantic-conventions = "0.51b0"
 typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "opentelemetry-semantic-conventions"
-version = "0.50b0"
+version = "0.51b0"
 description = "OpenTelemetry Semantic Conventions"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [package.dependencies]
 deprecated = ">=1.2.6"
-opentelemetry-api = "1.29.0"
+opentelemetry-api = "1.30.0"
 
 [[package]]
 name = "opentelemetry-util-http"
-version = "0.50b0"
+version = "0.51b0"
 description = "Web util for OpenTelemetry"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [[package]]
@@ -2694,10 +2708,10 @@ xmp = ["defusedxml"]
 name = "platformdirs"
 version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
-optional = false
+optional = true
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
+markers = "python_version <= \"3.11\" and extra == \"cli\" or python_version >= \"3.12\" and extra == \"cli\""
 files = [
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@@ -2846,35 +2860,24 @@ files = [
 
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 name = "protobuf"
-version = "3.20.3"
-description = "Protocol Buffers"
+version = "5.29.3"
+description = ""
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [[package]]
@@ -3177,15 +3180,15 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2024.2"
+version = "2025.1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 groups = ["main"]
 markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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 ]
 
 [[package]]
@@ -3506,125 +3509,28 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tokenizers"
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+version = "0.21.0"
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 python-versions = ">=3.7"
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 [package.dependencies]
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 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
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 ]
 
 [[package]]
@@ -4175,10 +4064,10 @@ files = [
 name = "yapf"
 version = "0.43.0"
 description = "A formatter for Python code"
-optional = false
+optional = true
 python-versions = ">=3.7"
 groups = ["main"]
-markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
+markers = "python_version <= \"3.11\" and extra == \"cli\" or python_version >= \"3.12\" and extra == \"cli\""
 files = [
     {file = "yapf-0.43.0-py3-none-any.whl", hash = "sha256:224faffbc39c428cb095818cf6ef5511fdab6f7430a10783fdfb292ccf2852ca"},
     {file = "yapf-0.43.0.tar.gz", hash = "sha256:00d3aa24bfedff9420b2e0d5d9f5ab6d9d4268e72afbf59bb3fa542781d5218e"},
@@ -4308,9 +4197,9 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 type = ["pytest-mypy"]
 
 [extras]
-cli = ["jinja2", "rich", "typer"]
+cli = ["jinja2", "rich", "typer", "yapf"]
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.10,<=3.13"
-content-hash = "ea9a1917db8ac202693e87d2e338320d07a83e23a088668b4feec2ede78f41f8"
+content-hash = "0770ffae639313d16c19505cb1b00a413ce7ebf295dadd09337f81216fdbd4a1"
diff --git a/pyproject.toml b/pyproject.toml
index a10073e..32cdfdd 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,56 +1,60 @@
-[tool.poetry]
+[project]
 name = "superagentx"
-version = "0.1.15b"
+version = "0.1.15c"
 description = "The Ultimate Modular Autonomous Multi AI Agent Framework."
-license = "MIT"
+license = { text = "MIT" }
 authors = [
-    "SuperAgentX AI <support@superagentx.ai>",
+    { name = "SuperAgentX AI", email = "<support@superagentx.ai>"},
 ]
 maintainers = [
-    "SuperAgentX AI <support@superagentx.ai>",
+    { name = "SuperAgentX AI", email = "<support@superagentx.ai>"},
 ]
 readme = "README.md"
+
+keywords = ["superagentX", "AGI", "Agentic AI", "ASI", "superagentx", "agent", "LLM", "cli"]
+requires-python = ">=3.10,<=3.13"
+
+dependencies = [
+    "pydantic>=2.8.2",
+    "boto3>=1.35.8",
+    "bokeh>=3.5.2",
+    "openai>=1.47.1",
+    "exa-py>=1.1.4",
+    "neo4j>=5.24.0",
+    "chromadb>=0.5.5",
+    "opensearch-py>=2.7.1",
+    "elasticsearch>=8.15.1",
+    "aiohttp>=3.10.8",
+    "rich>=13.9.2",
+    "protobuf>=3.20.3",
+    "aiosqlite>=0.20.0",
+    "websockets>=13.1",
+    "amazon-transcribe>=0.6.2",
+    "scipy>=1.15.1",
+    "numpy>=2.2.1",
+    "aiofiles>=24.1.0",
+    "ollama>=0.4.7",
+    "camel-converter>=4.0.1"
+]
+
+[project.urls]
 homepage = "https://www.superagentx.ai/"
 repository = "https://github.com/superagentxai/superagentx"
 documentation = "https://docs.superagentx.ai/"
-keywords = ["superagentX", "AGI", "Agentic AI", "ASI", "superagentx", "agent", "LLM", "cli"]
+
+[project.scripts]
+superagentx-cli = "superagentx_cli.main:app"
+superagentx-app = "superagentx_cli.cli_app:app"
+
+[project.optional-dependencies]
+cli = [ "jinja2>=3.1.4", "typer>=0.13.0", "rich>=13.9.2", "yapf>=0.43.0" ]
+
+[tool.poetry]
 packages = [
     { include = "superagentx" },
     { include = "superagentx_cli" }
 ]
 
-[tool.poetry.scripts]
-superagentx-cli = "superagentx_cli.main:app"
-
-[tool.poetry.dependencies]
-python = ">=3.10,<=3.13"
-pydantic = "^2.8.2"
-boto3 = "^1.35.8"
-bokeh = "^3.5.2"
-openai = "^1.47.1"
-exa-py = "^1.1.4"
-neo4j = "^5.24.0"
-chromadb = "^0.5.5"
-opensearch-py = "^2.7.1"
-elasticsearch = "^8.15.1"
-aiohttp = "^3.10.8"
-rich = "^13.9.2"
-protobuf = "3.20.3"
-aiosqlite = "^0.20.0"
-typer = { version = "^0.13.0", optional = true }
-jinja2 = { version = "^3.1.4", optional = true }
-websockets = "^13.1"
-amazon-transcribe = "^0.6.2"
-scipy = "^1.15.1"
-numpy = "^2.2.1"
-aiofiles = "^24.1.0"
-ollama = "^0.4.7"
-camel-converter = "^4.0.1"
-yapf = "^0.43.0"
-
-[tool.poetry.extras]
-cli = ["jinja2", "typer", "rich"]
-
 [tool.poetry.group.test.dependencies]
 pytest = "^8.3.3"
 pytest-asyncio = "^0.24.0"
@@ -59,5 +63,5 @@ pytest-asyncio = "^0.24.0"
 asyncio_mode = "auto"
 
 [build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
\ No newline at end of file
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/superagentx_cli/cli.py b/superagentx_cli/cli.py
index 764fce1..8e85edc 100644
--- a/superagentx_cli/cli.py
+++ b/superagentx_cli/cli.py
@@ -3,6 +3,7 @@
 import sys
 import uuid
 from enum import Enum
+from os import PathLike
 from pathlib import Path
 from typing import Any
 
@@ -246,7 +247,8 @@ def __init__(
             author_email: str = 'author@example.com',
             maintainer_name: str = 'Example Maintainer',
             maintainer_email: str = 'maintainer@example.com',
-            app_config: dict | None = None
+            app_config: dict | None = None,
+            app_dir_path: str | PathLike | None = None
     ):
 
         self.app_name = name
@@ -267,7 +269,8 @@ def __init__(
         self.author_email =author_email
         self.maintainer_name = maintainer_name
         self.maintainer_email = maintainer_email
-        self._app_dir = Path().cwd() / self.app_name
+        _app_dir = Path(app_dir_path) if app_dir_path else Path().cwd()
+        self._app_dir = _app_dir / self.app_name
         self._config_dir = self._app_dir / 'config'
         self._pkg_dir = self._app_dir / self.package_name
         self._jinja_env = Environment(
diff --git a/superagentx_cli/cli_app.py b/superagentx_cli/cli_app.py
new file mode 100644
index 0000000..5ce0d06
--- /dev/null
+++ b/superagentx_cli/cli_app.py
@@ -0,0 +1,29 @@
+import json
+from typing import Annotated, Optional
+
+import typer
+from superagentx_cli.cli import CliApp
+
+app = typer.Typer(name='Superagentx-App')
+
+
+@app.command(name='app')
+def main(
+        app_config_path: Annotated[str, typer.Option(
+            help='Application configuration path.'
+        )],
+        app_dir_path: Annotated[Optional[str], typer.Option(
+            help='Application will be created in the given dir path.'
+                 ' Default will be current execution path.'
+        )] = None
+):
+    with open(app_config_path, 'r') as fobj:
+        app_config = json.load(fobj)
+        cli_app = CliApp(
+            app_config=app_config,
+            app_dir_path=app_dir_path
+        )
+        cli_app.create_project()
+
+if __name__ == '__main__':
+    app()
diff --git a/superagentx_cli/main.py b/superagentx_cli/main.py
index 37d87ba..9d10a64 100644
--- a/superagentx_cli/main.py
+++ b/superagentx_cli/main.py
@@ -41,7 +41,7 @@ def create(
             callback=validate_project_name
         ),
         app_type: CliAppTypeEnum = typer.Option(
-            CliAppTypeEnum.all.value,
+            default=CliAppTypeEnum.all.value,
             prompt='Enter one of the option',
             rich_help_panel='App Types'
         )
diff --git a/tests/cli_app.json b/tests/cli_app.json
new file mode 100644
index 0000000..789241f
--- /dev/null
+++ b/tests/cli_app.json
@@ -0,0 +1,84 @@
+{
+    "appName": "Sample Ecom",
+    "appType": "all",
+    "appAuthToken": null,
+    "llm": [
+        {
+            "title": "LLM-1",
+            "llmConfig": {
+                "llmType": "bedrock",
+                "model": "bedrock",
+                "apiKey": "string",
+                "baseUrl": "string",
+                "apiVersion": "string",
+                "asyncMode": true,
+                "embedModel": "string"
+            }
+        }
+    ],
+    "memory": [
+        {
+            "title": "memory-1",
+            "memoryConfig": {
+                "llmClient": "llm-1",
+                "vectorStore": "string",
+                "dbPath": "string"
+            }
+        }
+    ],
+    "handlerConfig": [
+        {
+            "title": "Handler-1",
+            "handlerName": "AIHandler",
+            "attributes": {},
+            "srcPath": "superagentx.handler"
+        }
+    ],
+    "promptTemplateConfig": [
+        {
+            "title": "prompt 1",
+            "promptType": null,
+            "systemMessage": null
+        }
+    ],
+    "engineConfig": [
+        {
+            "title": "Engine 1",
+            "handler": "Handler-1",
+            "llm": "LLM-1",
+            "promptTemplate": "prompt 1",
+            "tools": null,
+            "outputParser": null
+        }
+    ],
+    "agentConfig": [
+        {
+            "title": "Agent 1",
+            "goal": "string",
+            "role": "string",
+            "llm": "LLM-1",
+            "promptTemplate": "prompt 1",
+            "agentId": null,
+            "name": null,
+            "description": "string",
+            "engines": [
+                "Engine 1"
+            ],
+            "outputFormat": null,
+            "maxRetry": 2
+        }
+    ],
+    "pipeConfig": [
+        {
+            "title": "Sample Ecom 1",
+            "pipeId": null,
+            "name": "Agent Pipe 1",
+            "description": "string",
+            "agents": [
+                "Agent 1"
+            ],
+            "memory": "memory-1",
+            "stopIfGoalIsNotSatisfied": true
+        }
+    ]
+}
\ No newline at end of file
diff --git a/tests/cli_app.py b/tests/cli_app.py
index 7b60eb5..555ae4a 100644
--- a/tests/cli_app.py
+++ b/tests/cli_app.py
@@ -1,83 +1,9 @@
-d = {
-    "appName": "Sample Ecom",
-    "appType": "all",
-    "appAuthToken": None,
-    "llm": [
-        {
-            "title": "LLM-1",
-            "llmConfig": {
-                "llmType": "bedrock",
-                "model": "bedrock",
-                "apiKey": "string",
-                "baseUrl": "string",
-                "apiVersion": "string",
-                "asyncMode": True,
-                "embedModel": "string"
-            }
-        }
-    ],
-    "memory": [
-        {
-            "title": "memory-1",
-            "memoryConfig": {
-                "llmClient": "llm-1",
-                "vectorStore": "string",
-                "dbPath": "string"
-            }
-        }
-    ],
-    "handlerConfig": [
-        {
-            "title": "Handler-1",
-            "handlerName": "AIHandler",
-            "attributes": {},
-            "srcPath": "superagentx.handler"
-        }
-    ],
-    "promptTemplateConfig": [
-        {
-            "title": "prompt 1",
-            "promptType": None,
-            "systemMessage": None
-        }
-    ],
-    "engineConfig": [
-        {
-            "title": "Engine 1",
-            "handler": "Handler-1",
-            "llm": "LLM-1",
-            "promptTemplate": "prompt 1",
-            "tools": None,
-            "outputParser": None
-        }
-    ],
-    "agentConfig": [
-        {
-            "title": "Agent 1",
-            "goal": "string",
-            "role": "string",
-            "llm": "LLM-1",
-            "promptTemplate": "prompt 1",
-            "agentId": None,
-            "name": None,
-            "description": "string",
-            "engines": ["Engine 1"],
-            "outputFormat": None,
-            "maxRetry": 2
-        }
-    ],
-    "pipeConfig": [
-        {
-            "title": "Sample Ecom 1",
-            "pipeId": None,
-            "name": "Agent Pipe 1",
-            "description": "string",
-            "agents": ["Agent 1"],
-            "memory": "memory-1",
-            "stopIfGoalIsNotSatisfied": True
-        }
-    ]
-}
+import json
+import os.path
+from pathlib import Path
+
+with open(os.path.join(os.path.dirname(__file__), 'cli_app.json'), 'rb') as fobj:
+    d = json.load(fobj)
 
 from superagentx_cli.cli import CliApp