diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 2d2b7c1b..76d6621c 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -22,13 +22,14 @@ repos:
     hooks:
       - id: ruff
         args: [--fix, --exit-non-zero-on-fix]
-        exclude: ".*poetry.lock|.*_static|.*__init__.py"
+        exclude: ".*poetry.lock|.*_static|.*__init__.py|.*main.py"
   - repo: https://github.com/psf/black-pre-commit-mirror
     rev: 23.10.1
     hooks:
       - id: black-jupyter
         name: black-src
         alias: black
+        exclude: ".*main.py"
   - repo: https://github.com/pre-commit/mirrors-mypy
     rev: v1.0.1
     hooks:
diff --git a/Dockerfile b/Dockerfile
index b4396980..0a3692fc 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,6 +11,7 @@ WORKDIR /app
 COPY . .
 
 RUN poetry install && rm -rf $POETRY_CACHE_DIR
+RUN aliyun-bootstrap -a install
 
 FROM python:3.11-slim AS prod
 
@@ -20,8 +21,7 @@ ENV VIRTUAL_ENV=/app/.venv \
     PATH="/app/.venv/bin:$PATH"
 
 RUN apt-get update && apt-get install -y libgl1 libglib2.0-0
-
 WORKDIR /app
 COPY --from=builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 COPY . .
-CMD ["pai_rag", "run"]
+CMD ["pai_rag", "serve"]
diff --git a/Dockerfile_gpu b/Dockerfile_gpu
index 481968ab..f372a321 100644
--- a/Dockerfile_gpu
+++ b/Dockerfile_gpu
@@ -13,6 +13,7 @@ RUN mv pyproject_gpu.toml pyproject.toml \
     && rm poetry.lock
 
 RUN poetry install && rm -rf $POETRY_CACHE_DIR
+RUN aliyun-bootstrap -a install
 
 FROM python:3.11-slim AS prod
 
@@ -26,4 +27,4 @@ RUN apt-get update && apt-get install -y libgl1 libglib2.0-0
 WORKDIR /app
 COPY --from=builder ${VIRTUAL_ENV} ${VIRTUAL_ENV}
 COPY . .
-CMD ["pai_rag", "run"]
+CMD ["pai_rag", "serve"]
diff --git a/poetry.lock b/poetry.lock
index de6b2dfd..b157a579 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -13,13 +13,13 @@ files = [
 
 [[package]]
 name = "accelerate"
-version = "0.34.0"
+version = "1.0.1"
 description = "Accelerate"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "accelerate-0.34.0-py3-none-any.whl", hash = "sha256:0161fd3f975dd99b5cdb967bb6942bc986d9da466397742008a73290dcb73408"},
-    {file = "accelerate-0.34.0.tar.gz", hash = "sha256:437a93f0cb15a7768483833975b5c781f61e31a203439948f1c6b0217e1f74d5"},
+    {file = "accelerate-1.0.1-py3-none-any.whl", hash = "sha256:c6aa0c7b8a797cb150471e90e3ca36ac41f5d4b40512cdd6f058b8bf25589467"},
+    {file = "accelerate-1.0.1.tar.gz", hash = "sha256:e8f95fc2db14915dc0a9182edfcf3068e5ddb2fa310b583717ad44e5c442399c"},
 ]
 
 [package.dependencies]
@@ -33,8 +33,8 @@ torch = ">=1.10.0"
 
 [package.extras]
 deepspeed = ["deepspeed"]
-dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.2.1,<0.3.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
-quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.2.1,<0.3.0)"]
+dev = ["bitsandbytes", "black (>=23.1,<24.0)", "datasets", "diffusers", "evaluate", "hf-doc-builder (>=0.3.0)", "parameterized", "pytest (>=7.2.0,<=8.0.0)", "pytest-subtests", "pytest-xdist", "rich", "ruff (>=0.6.4,<0.7.0)", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
+quality = ["black (>=23.1,<24.0)", "hf-doc-builder (>=0.3.0)", "ruff (>=0.6.4,<0.7.0)"]
 rich = ["rich"]
 sagemaker = ["sagemaker"]
 test-dev = ["bitsandbytes", "datasets", "diffusers", "evaluate", "scikit-learn", "scipy", "timm", "torchdata (>=0.8.0)", "torchpippy (>=0.2.0)", "tqdm", "transformers"]
@@ -55,113 +55,113 @@ files = [
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.3"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.0-py3-none-any.whl", hash = "sha256:7ce92076e249169a13c2f49320d1967425eaf1f407522d707d59cac7628d62bd"},
-    {file = "aiohappyeyeballs-2.4.0.tar.gz", hash = "sha256:55a1714f084e63d49639800f95716da97a1f173d46a16dfcfda0016abb93b6b2"},
+    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
+    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.10.5"
+version = "3.10.10"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "aiohttp-3.10.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:e7f8b04d83483577fd9200461b057c9f14ced334dcb053090cea1da9c8321a91"},
+    {file = "aiohttp-3.10.10-cp39-cp39-win32.whl", hash = "sha256:c02a30b904282777d872266b87b20ed8cc0d1501855e27f831320f471d54d983"},
+    {file = "aiohttp-3.10.10-cp39-cp39-win_amd64.whl", hash = "sha256:edfe3341033a6b53a5c522c802deb2079eee5cbfbb0af032a55064bd65c73a23"},
+    {file = "aiohttp-3.10.10.tar.gz", hash = "sha256:0631dd7c9f0822cc61c88586ca76d5b5ada26538097d0f1df510b082bad3411a"},
 ]
 
 [package.dependencies]
@@ -170,7 +170,7 @@ aiosignal = ">=1.1.2"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
-yarl = ">=1.0,<2.0"
+yarl = ">=1.12.0,<2.0"
 
 [package.extras]
 speedups = ["Brotli", "aiodns (>=3.2.0)", "brotlicffi"]
@@ -224,13 +224,13 @@ docs = ["sphinx (==7.2.6)", "sphinx-mdinclude (==0.5.3)"]
 
 [[package]]
 name = "albucore"
-version = "0.0.14"
+version = "0.0.17"
 description = "A high-performance image processing library designed to optimize and extend the Albumentations library with specialized functions for advanced image transformations. Perfect for developers working in computer vision who require efficient and scalable image augmentation."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "albucore-0.0.14-py3-none-any.whl", hash = "sha256:ae07db5e32bbb2196b67f9e341a92925cc7da42df3c6d57f962f43f77b6d0a8f"},
-    {file = "albucore-0.0.14.tar.gz", hash = "sha256:7397ed7ddeada1f48185eceb7d55ec5c06e11a5a99ac13b1f60c07c5c3e01f3a"},
+    {file = "albucore-0.0.17-py3-none-any.whl", hash = "sha256:751a6d219a0b5217b44168d5fae90c27eadfa5bc381cbb7cc74536e90aeeac5b"},
+    {file = "albucore-0.0.17.tar.gz", hash = "sha256:e9956ac4debc47e804f0677ff4e23939ba322986eac16e801f8ea1c98269db65"},
 ]
 
 [package.dependencies]
@@ -239,17 +239,17 @@ opencv-python-headless = ">=4.9.0.80"
 
 [[package]]
 name = "albumentations"
-version = "1.4.14"
-description = "An efficient library for image augmentation, providing extensive transformations to support machine learning and computer vision tasks."
+version = "1.4.18"
+description = "Fast, flexible, and advanced image augmentation library for deep learning and computer vision. Albumentations offers a wide range of transformations for images, masks, bounding boxes, and keypoints, with optimized performance and seamless integration into ML workflows."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "albumentations-1.4.14-py3-none-any.whl", hash = "sha256:a550bc2e182e4092ab9d914febd9c82a75fed88f0152d077fb323216b0b7ed51"},
-    {file = "albumentations-1.4.14.tar.gz", hash = "sha256:afc6caeba7eaf3c4e1128b2d9ff4475b03d1833f2f52f47a7e53a07afd5f72cc"},
+    {file = "albumentations-1.4.18-py3-none-any.whl", hash = "sha256:57ed0a634de9d3b34d003585aa90e9164e164ccc4ecb797eee8fbad8da1e9eaf"},
+    {file = "albumentations-1.4.18.tar.gz", hash = "sha256:701a9405f059f761f00ce00e187954d01276bdb78b33abcf864e79727db3bf1a"},
 ]
 
 [package.dependencies]
-albucore = ">=0.0.13"
+albucore = "0.0.17"
 eval-type-backport = "*"
 numpy = ">=1.24.4"
 opencv-python-headless = ">=4.9.0.80"
@@ -257,7 +257,6 @@ pydantic = ">=2.7.0"
 PyYAML = "*"
 scikit-image = ">=0.21.0"
 scipy = ">=1.10.0"
-typing-extensions = ">=4.9.0"
 
 [package.extras]
 hub = ["huggingface-hub"]
@@ -265,13 +264,13 @@ text = ["pillow"]
 
 [[package]]
 name = "alembic"
-version = "1.13.2"
+version = "1.13.3"
 description = "A database migration tool for SQLAlchemy."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"},
-    {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"},
+    {file = "alembic-1.13.3-py3-none-any.whl", hash = "sha256:908e905976d15235fae59c9ac42c4c5b75cfcefe3d27c0fbf7ae15a37715d80e"},
+    {file = "alembic-1.13.3.tar.gz", hash = "sha256:203503117415561e203aa14541740643a611f641517f0209fcae63e9fa09f1a2"},
 ]
 
 [package.dependencies]
@@ -438,35 +437,15 @@ files = [
 [package.dependencies]
 alibabacloud-tea = "*"
 
-[[package]]
-name = "alibabacloud_paillmtrace20240311"
-version = "1.0.0"
-description = "Alibaba Cloud PaiLLMTrace (20240311) SDK Library for Python"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "u-bcb13b93-91da-4fa3-be75-67b1810fbdba-python-tea.zip", hash = "sha256:980618237e586a15f0f89037b001d793e5a3f52d04e2598f455608dcb79e61ac"},
-]
-
-[package.dependencies]
-alibabacloud_endpoint_util = ">=0.0.3,<1.0.0"
-alibabacloud_openapi_util = ">=0.2.1,<1.0.0"
-alibabacloud_tea_openapi = ">=0.3.10,<1.0.0"
-alibabacloud_tea_util = ">=0.3.12,<1.0.0"
-
-[package.source]
-type = "url"
-url = "https://sdk-portal-us-prod.oss-accelerate.aliyuncs.com/downloads/u-bcb13b93-91da-4fa3-be75-67b1810fbdba-python-tea.zip"
-
 [[package]]
 name = "alibabacloud-tea"
-version = "0.3.9"
+version = "0.4.0"
 description = "The tea module of alibabaCloud Python SDK."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "alibabacloud-tea-0.3.9.tar.gz", hash = "sha256:a9689770003fa9313d1995812f9fe36a2be315e5cdfc8d58de0d96808219ced9"},
-    {file = "alibabacloud_tea-0.3.9-py3-none-any.whl", hash = "sha256:402fd2a92e6729f228d8c0300b182f80019edce19d83afa497aeb15fd7947f9a"},
+    {file = "alibabacloud-tea-0.4.0.tar.gz", hash = "sha256:bdf72d747723bab190331b3c8593109fe2807504469bc0147f78c8c4945ed396"},
+    {file = "alibabacloud_tea-0.4.0-py3-none-any.whl", hash = "sha256:59fae5765e6654f884e130233df6fb61ca0fbe01a29ed0755a1cf099a3d4d863"},
 ]
 
 [package.dependencies]
@@ -488,17 +467,17 @@ alibabacloud-tea = ">=0.0.1"
 
 [[package]]
 name = "alibabacloud-tea-openapi"
-version = "0.3.11"
+version = "0.3.12"
 description = "Alibaba Cloud openapi SDK Library for Python"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "alibabacloud_tea_openapi-0.3.11.tar.gz", hash = "sha256:3f5cace1b1aeb8a64587574097403cfd066b86ee4c3c9abde587f9abfcad38de"},
+    {file = "alibabacloud_tea_openapi-0.3.12.tar.gz", hash = "sha256:2e14809f357438e62c1ef4976a7655110dd54a75bbfa7d905fa3798355cfd974"},
 ]
 
 [package.dependencies]
-alibabacloud_credentials = ">=0.3.1,<1.0.0"
-alibabacloud_gateway_spi = ">=0.0.1,<1.0.0"
+alibabacloud_credentials = ">=0.3.5,<1.0.0"
+alibabacloud_gateway_spi = ">=0.0.2,<1.0.0"
 alibabacloud_openapi_util = ">=0.2.1,<1.0.0"
 alibabacloud_tea_util = ">=0.3.13,<1.0.0"
 alibabacloud_tea_xml = ">=0.0.2,<1.0.0"
@@ -530,79 +509,30 @@ files = [
 alibabacloud-tea = ">=0.0.1"
 
 [[package]]
-name = "aliyun-instrumentation-langchain"
-version = "1.0.0"
-description = "Aliyun Langchain Instrumentation"
-optional = false
-python-versions = "<3.13,>=3.8"
-files = [
-    {file = "aliyun_instrumentation_langchain-1.0.0-py3-none-any.whl", hash = "sha256:a44f4d440fc0b2cc59d6ae1fd8aae17f6a9c9fed3716d220d950b3da5a968752"},
-]
-
-[package.dependencies]
-aliyun-semantic-conventions = ">=1.0.0"
-opentelemetry-api = "*"
-opentelemetry-instrumentation = "*"
-opentelemetry-semantic-conventions = "*"
-wrapt = "*"
-
-[package.extras]
-instruments = ["langchain-core (>=0.1.0)"]
-test = ["langchain (==0.1.0)", "langchain-community (==0.0.10)", "langchain-core (==0.1.8)", "langchain-openai (==0.0.2)", "opentelemetry-sdk", "respx"]
-type-check = ["langchain-core (==0.1.0)"]
-
-[[package]]
-name = "aliyun-instrumentation-llama-index"
+name = "aliyun-bootstrap"
 version = "1.0.1"
-description = "Aliyun LlamaIndex Instrumentation"
+description = "aliyun  bootstrap"
 optional = false
-python-versions = "<3.13,>=3.8"
-files = [
-    {file = "aliyun_instrumentation_llama_index-1.0.1-py3-none-any.whl", hash = "sha256:570c32ac13e00f402ff2a8d2fb6d7db460a712d172e0e75f8b8f73a177e8c572"},
-]
-
-[package.dependencies]
-aliyun-semantic-conventions = ">=1.0.0"
-opentelemetry-api = "*"
-opentelemetry-instrumentation = "*"
-opentelemetry-semantic-conventions = "*"
-typing-extensions = "*"
-wrapt = "*"
-
-[package.extras]
-instruments = ["llama-index (>=0.10.5)"]
-test = ["llama-index (==0.10.5)", "llama-index-llms-openai", "opentelemetry-sdk", "respx"]
-
-[[package]]
-name = "aliyun-instrumentation-openai"
-version = "1.0.1"
-description = "Aliyun OpanAi Instrumentation"
-optional = false
-python-versions = "<3.13,>=3.8"
+python-versions = ">=3.8"
 files = [
-    {file = "aliyun_instrumentation_openai-1.0.1-py3-none-any.whl", hash = "sha256:ac93333362ce129275ba0f9adce5d0c2a660092127383dd6f5edceb35e2043a7"},
+    {file = "aliyun_bootstrap-1.0.1-py3-none-any.whl", hash = "sha256:235dc0a5f5189d945491efd60edb691ba941111db92fa3e264ff7bba2551c892"},
 ]
 
 [package.dependencies]
-aliyun-semantic-conventions = ">=1.0.0"
-opentelemetry-api = "*"
-opentelemetry-instrumentation = "*"
-opentelemetry-semantic-conventions = "*"
-typing-extensions = "*"
-wrapt = "*"
-
-[package.extras]
-instruments = ["openai (>=1.0.0)"]
-test = ["numpy", "openai (==1.0.0)", "opentelemetry-instrumentation-httpx", "opentelemetry-sdk", "respx"]
+nacos-sdk-python = "*"
+opentelemetry-exporter-otlp = "*"
+requests = "*"
+setuptools = ">=16.0"
+wrapt = ">=1.0.0,<2.0.0"
 
 [[package]]
 name = "aliyun-python-sdk-core"
-version = "2.15.2"
+version = "2.16.0"
 description = "The core module of Aliyun Python SDK."
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
 files = [
-    {file = "aliyun-python-sdk-core-2.15.2.tar.gz", hash = "sha256:54f66a53e193c61c5e16ea4505a0cab43543f8ad2ef22833f69c4d5e5151c17d"},
+    {file = "aliyun-python-sdk-core-2.16.0.tar.gz", hash = "sha256:651caad597eb39d4fad6cf85133dffe92837d53bdf62db9d8f37dab6508bb8f9"},
 ]
 
 [package.dependencies]
@@ -623,16 +553,6 @@ files = [
 [package.dependencies]
 aliyun-python-sdk-core = ">=2.11.5"
 
-[[package]]
-name = "aliyun-semantic-conventions"
-version = "1.0.0"
-description = "Aliyun Semantic Conventions"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "aliyun_semantic_conventions-1.0.0-py3-none-any.whl", hash = "sha256:0b8ed8335f39f77bc7834c6bfa8a861cb4c6d4c0c5fbaecc1cfff4df9a932e99"},
-]
-
 [[package]]
 name = "altair"
 version = "5.4.1"
@@ -679,13 +599,13 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.4.0"
+version = "4.6.2.post1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
-    {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+    {file = "anyio-4.6.2.post1-py3-none-any.whl", hash = "sha256:6d170c36fba3bdd840c73d3868c1e777e33676a69c3a72cf0a0d5d6d8009b61d"},
+    {file = "anyio-4.6.2.post1.tar.gz", hash = "sha256:4c8bc31ccdb51c7f7bd251f51c609e038d63e34219b44aa86e47576389880b4c"},
 ]
 
 [package.dependencies]
@@ -693,19 +613,19 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
+trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "arize-phoenix"
-version = "4.33.0"
+version = "5.5.2"
 description = "AI Observability and Evaluation"
 optional = false
-python-versions = "<3.13,>=3.8"
+python-versions = "<3.13,>=3.9"
 files = [
-    {file = "arize_phoenix-4.33.0-py3-none-any.whl", hash = "sha256:9db67f4dc026ee5d943feaf0e94ce323c8b7e49958de539485087bd91cb6b512"},
-    {file = "arize_phoenix-4.33.0.tar.gz", hash = "sha256:d25fc7333ec09070a6bd2288450c94415bb9524c767b88f48228ec66f2d61acb"},
+    {file = "arize_phoenix-5.5.2-py3-none-any.whl", hash = "sha256:63c1ab857843305f5dd5499e0b425e862c7b68811199eb8497805f822850458b"},
+    {file = "arize_phoenix-5.5.2.tar.gz", hash = "sha256:137926748bbf55bcc56c573906c5218a53faa474eed05cfe35ff3cd004958270"},
 ]
 
 [package.dependencies]
@@ -713,57 +633,58 @@ aioitertools = "*"
 aiosqlite = "*"
 alembic = ">=1.3.0,<2"
 arize-phoenix-evals = ">=0.13.1"
-arize-phoenix-otel = ">=0.4.1"
+arize-phoenix-otel = ">=0.5.1"
+authlib = "*"
 cachetools = "*"
+fast-hdbscan = ">=0.2.0"
 fastapi = "*"
+grpc-interceptor = "*"
 grpcio = "*"
-hdbscan = ">=0.8.33"
 httpx = "*"
 jinja2 = "*"
-numpy = "<2"
+numba = ">=0.60.0"
+numpy = "!=2.0.0"
 openinference-instrumentation = ">=0.1.12"
-openinference-instrumentation-langchain = ">=0.1.26"
-openinference-instrumentation-llama-index = ">=2.2.1"
-openinference-instrumentation-openai = ">=0.1.11"
 openinference-semantic-conventions = ">=0.1.9"
 opentelemetry-exporter-otlp = "*"
 opentelemetry-proto = ">=1.12.0"
 opentelemetry-sdk = "*"
 opentelemetry-semantic-conventions = "*"
 pandas = ">=1.0"
-protobuf = ">=3.20,<6.0"
+protobuf = ">=3.20.2,<6.0"
 psutil = "*"
 pyarrow = "*"
 pydantic = ">=1.0,<2.0.dev0 || >=2.1.dev0,<3"
-pyjwt = "*"
 python-multipart = "*"
 scikit-learn = "*"
 scipy = "*"
 sqlalchemy = {version = ">=2.0.4,<3", extras = ["asyncio"]}
 sqlean-py = ">=3.45.1"
 starlette = "*"
-strawberry-graphql = "0.236.0"
+strawberry-graphql = "0.243.1"
 tqdm = "*"
-typing-extensions = {version = ">=4.5", markers = "python_version < \"3.12\""}
+typing-extensions = ">=4.6"
 umap-learn = "*"
 uvicorn = "*"
+websockets = "*"
 wrapt = "*"
 
 [package.extras]
-container = ["opentelemetry-exporter-otlp", "opentelemetry-instrumentation-fastapi", "opentelemetry-instrumentation-grpc", "opentelemetry-instrumentation-sqlalchemy", "opentelemetry-proto (>=1.12.0)", "opentelemetry-sdk", "opentelemetry-semantic-conventions", "prometheus-client", "py-grpc-prometheus", "strawberry-graphql[opentelemetry] (==0.236.0)", "uvloop"]
-dev = ["anthropic", "arize[autoembeddings,llm-evaluation]", "asgi-lifespan", "asyncpg", "faker (>=26.0.0)", "gcsfs", "google-cloud-aiplatform (>=1.3)", "grpc-interceptor[testing]", "hatch", "jupyter", "langchain (>=0.0.334)", "litellm (>=1.0.3)", "llama-index (>=0.10.3)", "mypy (==1.11.2)", "nbqa", "pandas (>=1.0)", "pandas-stubs (==2.0.3.230814)", "pandas-stubs (==2.2.2.240603)", "portpicker", "pre-commit", "prometheus-client", "psycopg[binary,pool]", "pytest (==8.3.2)", "pytest-asyncio", "pytest-cov", "pytest-postgresql", "pytest-xdist", "ruff (==0.6.3)", "strawberry-graphql[debug-server,opentelemetry] (==0.236.0)", "tabulate", "tox (==4.18.0)", "tox-uv (==1.11.2)", "types-tabulate", "uv (==0.4.2)", "uvloop"]
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+container = ["anthropic", "fast-hdbscan (>=0.2.0)", "numba (>=0.60.0)", "openai (>=1.0.0)", "opentelemetry-exporter-otlp", "opentelemetry-instrumentation-fastapi", "opentelemetry-instrumentation-grpc", "opentelemetry-instrumentation-sqlalchemy", "opentelemetry-proto (>=1.12.0)", "opentelemetry-sdk", "opentelemetry-semantic-conventions", "prometheus-client", "py-grpc-prometheus", "strawberry-graphql[opentelemetry] (==0.243.1)", "umap-learn", "uvloop"]
+dev = ["anthropic", "arize[autoembeddings,llm-evaluation]", "asgi-lifespan", "asyncpg", "faker (>=30.1.0)", "gcsfs", "google-cloud-aiplatform (>=1.3)", "grpc-interceptor[testing]", "hatch", "jupyter", "langchain (>=0.0.334)", "litellm (>=1.0.3)", "llama-index (>=0.10.3)", "mypy (==1.11.2)", "nbqa", "pandas (>=1.0)", "pandas-stubs (==2.2.2.240603)", "portpicker", "pre-commit", "prometheus-client", "psycopg[binary,pool]", "pytest (==8.3.3)", "pytest-asyncio", "pytest-cov", "pytest-postgresql", "pytest-xdist", "ruff (==0.6.9)", "strawberry-graphql[debug-server,opentelemetry] (==0.243.1)", "tabulate", "tox (==4.18.1)", "tox-uv (==1.11.3)", "types-tabulate", "uv (==0.4.8)", "uvloop"]
+embeddings = ["fast-hdbscan (>=0.2.0)", "numba (>=0.60.0)", "umap-learn"]
+llama-index = ["llama-index (==0.11.0)", "llama-index-agent-openai (>=0.2.7)", "llama-index-embeddings-openai (>=0.1.10)", "llama-index-llms-openai (>=0.1.24)", "llama-index-readers-file (>=0.1.25)"]
 pg = ["asyncpg", "psycopg[binary,pool]"]
 
 [[package]]
 name = "arize-phoenix-evals"
-version = "0.15.1"
+version = "0.17.2"
 description = "LLM Evaluations"
 optional = false
-python-versions = "<3.13,>=3.8"
+python-versions = "<3.14,>=3.8"
 files = [
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+    {file = "arize_phoenix_evals-0.17.2-py3-none-any.whl", hash = "sha256:32c05c5c7684a92dd94dff6d8b41f486d21012ea696283724a73e5762f3b0903"},
+    {file = "arize_phoenix_evals-0.17.2.tar.gz", hash = "sha256:ac6b9002b02fc616fc6b1be1b181df712b6022ecb113021a4fa102cf881328d3"},
 ]
 
 [package.dependencies]
@@ -777,13 +698,13 @@ test = ["anthropic (>=0.18.0)", "boto3", "litellm (>=1.28.9)", "mistralai (<1)",
 
 [[package]]
 name = "arize-phoenix-otel"
-version = "0.4.1"
+version = "0.6.1"
 description = "LLM Observability"
 optional = false
-python-versions = "<3.13,>=3.8"
+python-versions = "<3.14,>=3.8"
 files = [
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+    {file = "arize_phoenix_otel-0.6.1-py3-none-any.whl", hash = "sha256:fc00dd847a248cece5f20dffeb8fabfab72c1c38f198bcee4260618c6af1d8a5"},
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 ]
 
 [package.dependencies]
@@ -796,16 +717,17 @@ typing-extensions = ">=4.5,<5"
 
 [[package]]
 name = "asgi-correlation-id"
-version = "4.3.3"
+version = "4.3.4"
 description = "Middleware correlating project logs to individual requests"
 optional = false
 python-versions = "<4.0,>=3.8"
 files = [
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+    {file = "asgi_correlation_id-4.3.4.tar.gz", hash = "sha256:ea6bc310380373cb9f731dc2e8b2b6fb978a76afe33f7a2384f697b8d6cd811d"},
 ]
 
 [package.dependencies]
+packaging = "*"
 starlette = ">=0.18"
 
 [package.extras]
@@ -937,15 +859,29 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
+[[package]]
+name = "authlib"
+version = "1.3.2"
+description = "The ultimate Python library in building OAuth and OpenID Connect servers and clients."
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "authlib-1.3.2.tar.gz", hash = "sha256:4b16130117f9eb82aa6eec97f6dd4673c3f960ac0283ccdae2897ee4bc030ba2"},
+]
+
+[package.dependencies]
+cryptography = "*"
+
 [[package]]
 name = "azure-core"
-version = "1.30.2"
+version = "1.31.0"
 description = "Microsoft Azure Core Library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "azure_core-1.31.0.tar.gz", hash = "sha256:656a0dd61e1869b1506b7c6a3b31d62f15984b1a573d6326f6aa2f3e4123284b"},
 ]
 
 [package.dependencies]
@@ -958,20 +894,20 @@ aio = ["aiohttp (>=3.0)"]
 
 [[package]]
 name = "azure-identity"
-version = "1.17.1"
+version = "1.19.0"
 description = "Microsoft Azure Identity Library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "azure_identity-1.19.0.tar.gz", hash = "sha256:500144dc18197d7019b81501165d4fa92225f03778f17d7ca8a2a180129a9c83"},
 ]
 
 [package.dependencies]
-azure-core = ">=1.23.0"
+azure-core = ">=1.31.0"
 cryptography = ">=2.5"
-msal = ">=1.24.0"
-msal-extensions = ">=0.3.0"
+msal = ">=1.30.0"
+msal-extensions = ">=1.2.0"
 typing-extensions = ">=4.0.0"
 
 [[package]]
@@ -1001,13 +937,13 @@ files = [
 
 [[package]]
 name = "bce-python-sdk"
-version = "0.9.21"
+version = "0.9.23"
 description = "BCE SDK for python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,<4,>=2.7"
 files = [
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+    {file = "bce_python_sdk-0.9.23.tar.gz", hash = "sha256:19739fed5cd0725356fc5ffa2acbdd8fb23f2a81edb91db21a03174551d0cf41"},
 ]
 
 [package.dependencies]
@@ -1078,33 +1014,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "24.8.0"
+version = "24.10.0"
 description = "The uncompromising code formatter."
 optional = false
-python-versions = ">=3.8"
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+    {file = "black-24.10.0.tar.gz", hash = "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875"},
 ]
 
 [package.dependencies]
@@ -1116,7 +1052,7 @@ platformdirs = ">=2"
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+d = ["aiohttp (>=3.10)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -1133,17 +1069,17 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.35.12"
+version = "1.35.46"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "boto3-1.35.46-py3-none-any.whl", hash = "sha256:a839ce09a844d92e0039f95851e88da9df80c89ebb4c7818b3e78247fd97a8a7"},
+    {file = "boto3-1.35.46.tar.gz", hash = "sha256:c9bab807b372d5b076d6aeb1d6513131fa0b74e32d8895128f8568b6521296ea"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.12,<1.36.0"
+botocore = ">=1.35.46,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -1152,13 +1088,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.12"
+version = "1.35.46"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "botocore-1.35.46.tar.gz", hash = "sha256:8c0ff5fdd611a28f5752189d171c69690dbc484fa06d74376890bb0543ec3dc1"},
 ]
 
 [package.dependencies]
@@ -1167,7 +1103,7 @@ 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 (==0.21.2)"]
+crt = ["awscrt (==0.22.0)"]
 
 [[package]]
 name = "braceexpand"
@@ -1288,13 +1224,13 @@ beautifulsoup4 = "*"
 
 [[package]]
 name = "build"
-version = "1.2.1"
+version = "1.2.2.post1"
 description = "A simple, correct Python build frontend"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1434,101 +1370,116 @@ files = [
 
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-version = "3.3.2"
+version = "3.4.0"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
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 [[package]]
@@ -1574,13 +1525,13 @@ numpy = "*"
 
 [[package]]
 name = "chromadb"
-version = "0.5.5"
+version = "0.5.15"
 description = "Chroma."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1593,7 +1544,7 @@ httpx = ">=0.27.0"
 importlib-resources = "*"
 kubernetes = ">=28.1.0"
 mmh3 = ">=4.0.1"
-numpy = ">=1.22.5,<2.0.0"
+numpy = ">=1.22.5"
 onnxruntime = ">=1.14.1"
 opentelemetry-api = ">=1.2.0"
 opentelemetry-exporter-otlp-proto-grpc = ">=1.2.0"
@@ -1605,6 +1556,7 @@ posthog = ">=2.4.0"
 pydantic = ">=1.9"
 pypika = ">=0.48.9"
 PyYAML = ">=6.0.0"
+rich = ">=10.11.0"
 tenacity = ">=8.2.3"
 tokenizers = ">=0.13.2"
 tqdm = ">=4.65.0"
@@ -1642,13 +1594,13 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "cloudpickle"
-version = "3.0.0"
+version = "3.1.0"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [[package]]
@@ -1817,83 +1769,73 @@ test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist"
 
 [[package]]
 name = "coverage"
-version = "7.6.1"
+version = "7.6.4"
 description = "Code coverage measurement for Python"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 ]
 
 [package.extras]
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 name = "cryptography"
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 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
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+    {file = "cryptography-43.0.3.tar.gz", hash = "sha256:315b9001266a492a6ff443b61238f956b214dbec9910a081ba5b6646a055a805"},
 ]
 
 [package.dependencies]
@@ -1955,7 +1897,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.1)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test = ["certifi", "cryptography-vectors (==43.0.3)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
 [[package]]
@@ -2079,12 +2021,12 @@ files = [
 
 [[package]]
 name = "dashscope"
-version = "1.20.8"
+version = "1.20.11"
 description = "dashscope client sdk library"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "dashscope-1.20.8-py3-none-any.whl", hash = "sha256:62ece83a078855fbce180756dbe61fc9ae6d306075969271e01a979a70aff3e3"},
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 ]
 
 [package.dependencies]
@@ -2312,13 +2254,13 @@ files = [
 
 [[package]]
 name = "distlib"
-version = "0.3.8"
+version = "0.3.9"
 description = "Distribution utilities"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
 ]
 
 [[package]]
@@ -2375,6 +2317,17 @@ primp = ">=0.6.2"
 dev = ["mypy (>=1.11.1)", "pytest (>=8.3.1)", "pytest-asyncio (>=0.23.8)", "ruff (>=0.6.1)"]
 lxml = ["lxml (>=5.2.2)"]
 
+[[package]]
+name = "durationpy"
+version = "0.9"
+description = "Module for converting between datetime.timedelta and Go's Duration strings."
+optional = false
+python-versions = "*"
+files = [
+    {file = "durationpy-0.9-py3-none-any.whl", hash = "sha256:e65359a7af5cedad07fb77a2dd3f390f8eb0b74cb845589fa6c057086834dd38"},
+    {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"},
+]
+
 [[package]]
 name = "dynaconf"
 version = "3.2.6"
@@ -2398,12 +2351,12 @@ yaml = ["ruamel.yaml"]
 
 [[package]]
 name = "easyocr"
-version = "1.7.1"
+version = "1.7.2"
 description = "End-to-End Multi-Lingual Optical Character Recognition (OCR) Solution"
 optional = false
 python-versions = "*"
 files = [
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+    {file = "easyocr-1.7.2-py3-none-any.whl", hash = "sha256:5be12f9b0e595d443c9c3d10b0542074b50f0ec2d98b141a109cd961fd1c177c"},
 ]
 
 [package.dependencies]
@@ -2422,13 +2375,13 @@ torchvision = ">=0.5"
 
 [[package]]
 name = "elastic-transport"
-version = "8.15.0"
+version = "8.15.1"
 description = "Transport classes and utilities shared among Python Elastic client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "elastic_transport-8.15.0-py3-none-any.whl", hash = "sha256:d7080d1dada2b4eee69e7574f9c17a76b42f2895eff428e562f94b0360e158c0"},
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+    {file = "elastic_transport-8.15.1-py3-none-any.whl", hash = "sha256:b5e82ff1679d8c7705a03fd85c7f6ef85d6689721762d41228dd312e34f331fc"},
+    {file = "elastic_transport-8.15.1.tar.gz", hash = "sha256:9cac4ab5cf9402668cf305ae0b7d93ddc0c7b61461d6d1027850db6da9cc5742"},
 ]
 
 [package.dependencies]
@@ -2436,17 +2389,17 @@ certifi = "*"
 urllib3 = ">=1.26.2,<3"
 
 [package.extras]
-develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
+develop = ["aiohttp", "furo", "httpcore (<1.0.6)", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
 
 [[package]]
 name = "elasticsearch"
-version = "8.15.0"
+version = "8.15.1"
 description = "Python client for Elasticsearch"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "elasticsearch-8.15.0-py3-none-any.whl", hash = "sha256:7ec4d0771b8f6f76c6331e61b408261f9307264735ec7f2539f580824faaafe3"},
-    {file = "elasticsearch-8.15.0.tar.gz", hash = "sha256:d4702b4fa698ef154c6f1187988192343fb5505aee97fc4450a6d20df1683f35"},
+    {file = "elasticsearch-8.15.1-py3-none-any.whl", hash = "sha256:02a0476e98768a30d7926335fc0d305c04fdb928eea1354c6e6040d8c2814569"},
+    {file = "elasticsearch-8.15.1.tar.gz", hash = "sha256:40c0d312f8adf8bdc81795bc16a0b546ddf544cb1f90e829a244e4780c4dbfd8"},
 ]
 
 [package.dependencies]
@@ -2455,7 +2408,7 @@ elastic-transport = ">=8.13,<9"
 [package.extras]
 async = ["aiohttp (>=3,<4)"]
 dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "nox", "numpy", "orjson", "pandas", "pyarrow", "pytest", "pytest-asyncio", "pytest-cov", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "simsimd", "twine", "unasync"]
-docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme (>=2.0)"]
 orjson = ["orjson (>=3)"]
 pyarrow = ["pyarrow (>=1)"]
 requests = ["requests (>=2.4.0,!=2.32.2,<3.0.0)"]
@@ -2531,13 +2484,13 @@ tests = ["pytest"]
 
 [[package]]
 name = "evaluate"
-version = "0.4.2"
+version = "0.4.3"
 description = "HuggingFace community-driven open-source library of evaluation"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 [package.dependencies]
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 [[package]]
 name = "fast-langdetect"
@@ -2817,32 +2781,31 @@ files = [
 
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 [package.dependencies]
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 [[package]]
@@ -2943,53 +2906,59 @@ files = [
 
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+greenlet = {version = ">=3.1.1", markers = "platform_python_implementation == \"CPython\""}
 "zope.event" = "*"
 "zope.interface" = "*"
 
@@ -3242,8 +3208,8 @@ greenlet = {version = ">=3.0rc3", markers = "platform_python_implementation == \
 dnspython = ["dnspython (>=1.16.0,<2.0)", "idna"]
 docs = ["furo", "repoze.sphinx.autointerface", "sphinx", "sphinxcontrib-programoutput", "zope.schema"]
 monitor = ["psutil (>=5.7.0)"]
-recommended = ["cffi (>=1.12.2)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"]
-test = ["cffi (>=1.12.2)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"]
+recommended = ["cffi (>=1.17.1)", "dnspython (>=1.16.0,<2.0)", "idna", "psutil (>=5.7.0)"]
+test = ["cffi (>=1.17.1)", "coverage (>=5.0)", "dnspython (>=1.16.0,<2.0)", "idna", "objgraph", "psutil (>=5.7.0)", "requests"]
 
 [[package]]
 name = "geventhttpclient"
@@ -3330,13 +3296,13 @@ examples = ["oauth2"]
 
 [[package]]
 name = "google-api-core"
-version = "2.19.2"
+version = "2.21.0"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -3347,19 +3313,20 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 requests = ">=2.18.0,<3.0.0.dev0"
 
 [package.extras]
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 grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status (>=1.33.2,<2.0.dev0)", "grpcio-status (>=1.49.1,<2.0.dev0)"]
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.143.0"
+version = "2.149.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
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 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
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 [[package]]
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 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
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 [[package]]
 name = "httplib2"
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+
+[package.extras]
+test = ["Cython (>=0.29.24)"]
 
 [[package]]
 name = "httpx"
@@ -3896,13 +3891,13 @@ packaging = "*"
 
 [[package]]
 name = "identify"
-version = "2.6.0"
+version = "2.6.1"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -3910,24 +3905,27 @@ license = ["ukkonen"]
 
 [[package]]
 name = "idna"
-version = "3.8"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "imageio"
-version = "2.35.1"
+version = "2.36.0"
 description = "Library for reading and writing a wide range of image, video, scientific, and volumetric data formats."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -3935,8 +3933,8 @@ numpy = "*"
 pillow = ">=8.3.2"
 
 [package.extras]
-all-plugins = ["astropy", "av", "imageio-ffmpeg", "psutil", "tifffile"]
-all-plugins-pypy = ["av", "imageio-ffmpeg", "psutil", "tifffile"]
+all-plugins = ["astropy", "av", "imageio-ffmpeg", "numpy (>2)", "pillow-heif", "psutil", "rawpy", "tifffile"]
+all-plugins-pypy = ["av", "imageio-ffmpeg", "pillow-heif", "psutil", "tifffile"]
 build = ["wheel"]
 dev = ["black", "flake8", "fsspec[github]", "pytest", "pytest-cov"]
 docs = ["numpydoc", "pydata-sphinx-theme", "sphinx (<6)"]
@@ -3995,13 +3993,13 @@ test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "p
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.4"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -4101,72 +4099,84 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jiter"
-version = "0.5.0"
+version = "0.6.1"
 description = "Fast iterable JSON parser."
 optional = false
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 ]
 
 [[package]]
@@ -4214,13 +4224,13 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jsonschema-specifications"
-version = "2023.12.1"
+version = "2024.10.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -4351,17 +4361,18 @@ files = [
 
 [[package]]
 name = "kubernetes"
-version = "30.1.0"
+version = "31.0.0"
 description = "Kubernetes python client"
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [package.dependencies]
 certifi = ">=14.05.14"
+durationpy = ">=0.7"
 google-auth = ">=1.0.1"
 oauthlib = ">=3.2.2"
 python-dateutil = ">=2.5.3"
@@ -4410,13 +4421,13 @@ test = ["pytest (>=7.4)", "pytest-cov (>=4.1)"]
 
 [[package]]
 name = "llama-cloud"
-version = "0.0.15"
+version = "0.1.4"
 description = ""
 optional = false
 python-versions = "<4,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -5141,13 +5152,13 @@ files = [
 
 [[package]]
 name = "locust"
-version = "2.31.5"
+version = "2.32.0"
 description = "Developer-friendly load testing framework"
 optional = false
 python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -5155,7 +5166,7 @@ ConfigArgParse = ">=1.5.5"
 flask = ">=2.0.0"
 Flask-Cors = ">=3.0.10"
 Flask-Login = ">=0.6.3"
-gevent = ">=22.10.2"
+gevent = {version = ">=22.10.2", markers = "python_full_version <= \"3.12.0\""}
 geventhttpclient = ">=2.3.1"
 msgpack = ">=1.0.0"
 psutil = ">=5.9.1"
@@ -5381,13 +5392,13 @@ lite = ["paddleocr (==2.7.3)", "paddlepaddle (==2.6.1)", "paddlepaddle (==3.0.0b
 
 [[package]]
 name = "mako"
-version = "1.3.5"
+version = "1.3.6"
 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "Mako-1.3.5.tar.gz", hash = "sha256:48dbc20568c1d276a2698b36d968fa76161bf127194907ea6fc594fa81f943bc"},
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 ]
 
 [package.dependencies]
@@ -5508,22 +5519,22 @@ files = [
 
 [[package]]
 name = "marshmallow"
-version = "3.22.0"
+version = "3.23.0"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
 packaging = ">=17.0"
 
 [package.extras]
-dev = ["marshmallow[tests]", "pre-commit (>=3.5,<4.0)", "tox"]
-docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.0.2)", "sphinx-issues (==4.1.0)", "sphinx-version-warning (==1.1.2)"]
-tests = ["pytest", "pytz", "simplejson"]
+dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"]
+docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.13)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"]
+tests = ["pytest", "simplejson"]
 
 [[package]]
 name = "matplotlib"
@@ -5653,15 +5664,15 @@ files = [
 
 [[package]]
 name = "milvus-lite"
-version = "2.4.9"
+version = "2.4.10"
 description = "A lightweight version of Milvus wrapped with Python."
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -5704,105 +5715,126 @@ tbb = "==2021.*"
 
 [[package]]
 name = "mmh3"
-version = "4.1.0"
+version = "5.0.1"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = false
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
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 [[package]]
 name = "modelscope"
-version = "1.18.0"
+version = "1.19.1"
 description = "ModelScope: bring the notion of Model-as-a-Service to life."
 optional = false
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 ]
 
 [package.dependencies]
@@ -5811,19 +5843,19 @@ tqdm = ">=4.64.0"
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 [[package]]
@@ -5839,13 +5871,13 @@ files = [
 
 [[package]]
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-version = "10.4.0"
+version = "10.5.0"
 description = "More routines for operating on iterables, beyond itertools"
 optional = false
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 [[package]]
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 description = "The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect."
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 requests = ">=2.0.0,<3"
 
 [package.extras]
-broker = ["pymsalruntime (>=0.13.2,<0.17)"]
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 [[package]]
 name = "msal-extensions"
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+description = "Python client for Nacos."
+optional = false
+python-versions = "*"
+files = [
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 [[package]]
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 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.extras]
@@ -6134,20 +6187,21 @@ files = [
 
 [[package]]
 name = "networkx"
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 description = "Python package for creating and manipulating graphs and networks"
 optional = false
 python-versions = ">=3.10"
 files = [
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 [package.extras]
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 developer = ["changelist (==0.5)", "mypy (>=1.1)", "pre-commit (>=3.2)", "rtoml"]
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-extra = ["lxml (>=4.6)", "pydot (>=2.0)", "pygraphviz (>=1.12)", "sympy (>=1.10)"]
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 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
 [[package]]
@@ -6439,14 +6493,14 @@ files = [
 
 [[package]]
 name = "nvidia-nvjitlink-cu12"
-version = "12.6.68"
+version = "12.6.77"
 description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
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 ]
 
 [[package]]
@@ -6535,13 +6589,13 @@ sympy = "*"
 
 [[package]]
 name = "openai"
-version = "1.43.0"
+version = "1.52.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
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 ]
 
 [package.dependencies]
@@ -6616,45 +6670,19 @@ numpy = {version = ">=1.23.5", markers = "python_version >= \"3.11\""}
 
 [[package]]
 name = "openinference-instrumentation"
-version = "0.1.16"
+version = "0.1.18"
 description = "OpenInference instrumentation utilities"
 optional = false
 python-versions = "<3.13,>=3.8"
 files = [
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 ]
 
 [package.dependencies]
 openinference-semantic-conventions = ">=0.1.6"
 opentelemetry-api = "*"
-
-[package.extras]
-test = ["opentelemetry-sdk"]
-
-[[package]]
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-version = "0.1.27"
-description = "OpenInference LangChain Instrumentation"
-optional = false
-python-versions = "<3.13,>=3.8"
-files = [
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-opentelemetry-instrumentation = "*"
-opentelemetry-semantic-conventions = "*"
-wrapt = "*"
-
-[package.extras]
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-type-check = ["langchain-core (==0.1.5)"]
+opentelemetry-sdk = "*"
 
 [[package]]
 name = "openinference-instrumentation-llama-index"
@@ -6680,30 +6708,6 @@ wrapt = "*"
 instruments = ["llama-index-core (>=0.10.43)", "llama-index-multi-modal-llms-openai (>=0.1.7)"]
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-[[package]]
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-version = "0.1.14"
-description = "OpenInference OpenAI Instrumentation"
-optional = false
-python-versions = "<3.13,>=3.8"
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-opentelemetry-api = "*"
-opentelemetry-instrumentation = "*"
-opentelemetry-semantic-conventions = "*"
-typing-extensions = "*"
-wrapt = "*"
-
-[package.extras]
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-test = ["numpy", "openai (==1.0.0)", "opentelemetry-instrumentation-httpx", "opentelemetry-sdk", "respx"]
-
 [[package]]
 name = "openinference-semantic-conventions"
 version = "0.1.10"
@@ -6947,68 +6951,69 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
 name = "orjson"
-version = "3.10.7"
+version = "3.10.10"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
 files = [
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 protobuf = ">=3.20.2"
 typing-extensions = "*"
 
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-opentelemetry-sdk = "*"
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 [package.dependencies]
@@ -7390,12 +7384,13 @@ test = ["black", "datasets", "diffusers (<0.21.0)", "hf-doc-builder", "parameter
 
 [[package]]
 name = "pgvector"
-version = "0.3.2"
+version = "0.3.5"
 description = "pgvector support for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -7500,39 +7495,39 @@ xmp = ["defusedxml"]
 
 [[package]]
 name = "platformdirs"
-version = "4.2.2"
+version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
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 python-versions = ">=3.8"
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-type = ["mypy (>=1.8)"]
+docs = ["furo (>=2024.8.6)", "proselint (>=0.14)", "sphinx (>=8.0.2)", "sphinx-autodoc-typehints (>=2.4)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=8.3.2)", "pytest-cov (>=5)", "pytest-mock (>=3.14)"]
+type = ["mypy (>=1.11.2)"]
 
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 description = "A high-level API to automate web browsers"
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 [package.dependencies]
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-pyee = "11.1.0"
+greenlet = "3.1.1"
+pyee = "12.0.0"
 
 [[package]]
 name = "pluggy"
@@ -7570,13 +7565,13 @@ tests = ["pytest (>=5.4.1)", "pytest-cov (>=2.8.1)", "pytest-mypy (>=0.8.0)", "p
 
 [[package]]
 name = "posthog"
-version = "3.6.3"
+version = "3.7.0"
 description = "Integrate PostHog into any python application."
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [package.dependencies]
@@ -7633,24 +7628,131 @@ test = ["mock", "nose"]
 
 [[package]]
 name = "primp"
-version = "0.6.2"
+version = "0.6.4"
 description = "HTTP client that can impersonate web browsers, mimicking their headers and `TLS/JA3/JA4/HTTP2` fingerprints"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
 dev = ["certifi", "pytest (>=8.1.1)"]
 
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 [package.extras]
-test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
+dev = ["black", "check-manifest", "coverage", "packaging", "pylint", "pyperf", "pypinfo", "pytest-cov", "requests", "rstcheck", "ruff", "sphinx", "sphinx_rtd_theme", "toml-sort", "twine", "virtualenv", "wheel"]
+test = ["pytest", "pytest-xdist", "setuptools"]
 
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 [[package]]
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 [[package]]
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 [package.dependencies]
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@@ -8364,24 +8421,24 @@ scipy = ">=1.0"
 
 [[package]]
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 python-versions = ">=3.6"
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 [package.extras]
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+[package.extras]
+dev = ["build", "flake8", "mypy", "pytest", "twine"]
+
 [[package]]
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 version = "1.7.1"
@@ -8491,13 +8551,13 @@ files = [
 
 [[package]]
 name = "pytest"
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-
 [[package]]
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 optional = false
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+]
+
+[package.extras]
+all = ["numpy"]
 
 [[package]]
 name = "rapidocr-onnxruntime"
-version = "1.3.24"
+version = "1.3.25"
 description = "A cross platform OCR Library based on OnnxRuntime."
 optional = false
 python-versions = "<3.13,>=3.6"
 files = [
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 ]
 
 [package.dependencies]
-numpy = ">=1.19.5,<2.0.0"
+numpy = ">=1.19.5,<3.0.0"
 onnxruntime = ">=1.7.0"
 opencv-python = ">=4.5.1.48"
 Pillow = "*"
@@ -9006,6 +9047,7 @@ pyclipper = ">=1.2.0"
 PyYAML = "*"
 Shapely = ">=1.7.1,<2.0.4 || >2.0.4"
 six = ">=1.15.0"
+tqdm = "*"
 
 [[package]]
 name = "rarfile"
@@ -9020,21 +9062,21 @@ files = [
 
 [[package]]
 name = "redis"
-version = "5.0.8"
+version = "5.1.1"
 description = "Python client for Redis database and key-value store"
 optional = false
-python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
 async-timeout = {version = ">=4.0.3", markers = "python_full_version < \"3.11.3\""}
 
 [package.extras]
-hiredis = ["hiredis (>1.0.0)"]
-ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==20.0.1)", "requests (>=2.26.0)"]
+hiredis = ["hiredis (>=3.0.0)"]
+ocsp = ["cryptography (>=36.0.1)", "pyopenssl (==23.2.1)", "requests (>=2.31.0)"]
 
 [[package]]
 name = "referencing"
@@ -9053,90 +9095,105 @@ rpds-py = ">=0.7.0"
 
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 name = "regex"
-version = "2024.7.24"
+version = "2024.9.11"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.8"
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 [[package]]
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@@ -9554,32 +9611,32 @@ test = ["asv", "numpydoc (>=1.7)", "pooch (>=1.6.0)", "pytest (>=7.0)", "pytest-
 
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 [[package]]
 name = "scipy"
@@ -9670,13 +9727,13 @@ stats = ["scipy (>=1.7)", "statsmodels (>=0.12)"]
 
 [[package]]
 name = "selenium"
-version = "4.24.0"
+version = "4.25.0"
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 [package.dependencies]
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 [[package]]
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+version = "3.1.1"
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 [package.dependencies]
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 scikit-learn = "*"
 scipy = "*"
 torch = ">=1.11.0"
 tqdm = "*"
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 [package.extras]
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+dev = ["accelerate (>=0.20.3)", "datasets", "pre-commit", "pytest", "pytest-cov"]
 train = ["accelerate (>=0.20.3)", "datasets"]
 
 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -10013,7 +10077,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -10090,17 +10154,17 @@ full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7
 
 [[package]]
 name = "strawberry-graphql"
-version = "0.236.0"
+version = "0.243.1"
 description = "A library for creating GraphQL APIs"
 optional = false
 python-versions = "<4.0,>=3.8"
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 ]
 
 [package.dependencies]
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+graphql-core = ">=3.2.0,<3.4.0"
 python-dateutil = ">=2.7.0,<3.0.0"
 typing-extensions = ">=4.5.0"
 
@@ -10121,7 +10185,6 @@ pydantic = ["pydantic (>1.6.1)"]
 pyinstrument = ["pyinstrument (>=4.0.0)"]
 quart = ["quart (>=0.19.3)"]
 sanic = ["sanic (>=20.12.2)"]
-starlite = ["starlite (>=1.48.0)"]
 
 [[package]]
 name = "striprtf"
@@ -10151,13 +10214,13 @@ transformers = "*"
 
 [[package]]
 name = "sympy"
-version = "1.13.2"
+version = "1.13.3"
 description = "Computer algebra system (CAS) in Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -10210,12 +10273,12 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tensorboard"
-version = "2.17.1"
+version = "2.18.0"
 description = "TensorBoard lets you watch Tensors Flow"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -10244,13 +10307,13 @@ files = [
 
 [[package]]
 name = "termcolor"
-version = "2.4.0"
+version = "2.5.0"
 description = "ANSI color formatting for output in terminal"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.extras]
@@ -10285,13 +10348,13 @@ files = [
 
 [[package]]
 name = "tifffile"
-version = "2024.8.30"
+version = "2024.9.20"
 description = "Read and write TIFF files"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 files = [
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 ]
 
 [package.dependencies]
@@ -10307,47 +10370,42 @@ zarr = ["fsspec", "zarr"]
 
 [[package]]
 name = "tiktoken"
-version = "0.7.0"
+version = "0.8.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = false
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+python-versions = ">=3.9"
 files = [
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 ]
 
 [package.dependencies]
@@ -10849,13 +10907,13 @@ vision = ["Pillow (>=10.0.1,<=15.0)"]
 
 [[package]]
 name = "trio"
-version = "0.26.2"
+version = "0.27.0"
 description = "A friendly Python library for async concurrency and I/O"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "trio-0.27.0.tar.gz", hash = "sha256:1dcc95ab1726b2da054afea8fd761af74bad79bd52381b84eae408e983c76831"},
 ]
 
 [package.dependencies]
@@ -10960,13 +11018,13 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
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-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
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 ]
 
 [[package]]
@@ -11058,18 +11116,18 @@ files = [
 
 [[package]]
 name = "ultralytics"
-version = "8.2.87"
-description = "Ultralytics YOLOv8 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
+version = "8.3.20"
+description = "Ultralytics YOLO 🚀 for SOTA object detection, multi-object tracking, instance segmentation, pose estimation and image classification."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
 matplotlib = ">=3.3.0"
-numpy = ">=1.23.0,<2.0.0"
+numpy = ">=1.23.0"
 opencv-python = ">=4.6.0"
 pandas = ">=1.1.4"
 pillow = ">=7.1.2"
@@ -11081,28 +11139,28 @@ scipy = ">=1.4.1"
 seaborn = ">=0.11.0"
 torch = [
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 [package.dependencies]
@@ -11851,118 +11916,109 @@ PyYAML = "*"
 
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 description = "Yet another URL library"
 optional = false
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 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
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 [[package]]
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 ]
 
 [package.extras]
@@ -11993,56 +12049,59 @@ test = ["zope.testrunner"]
 
 [[package]]
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+version = "7.1.0"
 description = "Interfaces for Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
 setuptools = "*"
 
 [package.extras]
-docs = ["Sphinx", "repoze.sphinx.autointerface", "sphinx-rtd-theme"]
-test = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
-testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
+docs = ["Sphinx", "furo", "repoze.sphinx.autointerface"]
+test = ["coverage[toml]", "zope.event", "zope.testing"]
+testing = ["coverage[toml]", "zope.event", "zope.testing"]
 
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.11.0,<3.12"
-content-hash = "829adb985787a748f44ca2889113db27917cc9d8413de8bc4fe0f310646b4234"
+content-hash = "ec104e639fb104213ea7944a86b04fadd64a75e5d068b8448e16110e19fef2d7"
diff --git a/pyproject.toml b/pyproject.toml
index 42011711..85f36c30 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -98,14 +98,14 @@ detectron2 = [
   {markers = "sys_platform != 'win32' and sys_platform != 'linux' ", url = "https://pai-rag.oss-cn-hangzhou.aliyuncs.com/packages/python_wheels/detectron2-0.6%2B864913fpt2.2.2cpu-cp311-cp311-macosx_10_9_universal2.whl"}
 ]
 magic-pdf = {version = "0.7.0b1", extras = ["full"]}
-pai-llm-trace = {url = "https://pai-llm-trace.oss-cn-zhangjiakou.aliyuncs.com/sdk_package/pai_llm_trace-1.0.0-py3-none-any.whl"}
 llama-index-callbacks-arize-phoenix = "0.1.6"
 peft = "^0.12.0"
 duckduckgo-search = "6.2.12"
+aliyun-bootstrap = "^1.0.1"
 docx = "^0.2.4"
 
 [tool.poetry.scripts]
-pai_rag = "pai_rag.main:main"
+pai_rag = "pai_rag.main:run"
 load_data = "pai_rag.tool.load_data_tool:run"
 load_model = "pai_rag.utils.download_models:load_models"
 run_eval_exp = "pai_rag.evaluation.run_evaluation_experiments:run"
diff --git a/pyproject_gpu.toml b/pyproject_gpu.toml
index 3d4a4cb4..0ff930b9 100644
--- a/pyproject_gpu.toml
+++ b/pyproject_gpu.toml
@@ -92,12 +92,12 @@ detectron2 = [
   {markers = "sys_platform != 'win32' and sys_platform != 'linux' ", url = "https://pai-rag.oss-cn-hangzhou.aliyuncs.com/packages/python_wheels/detectron2-0.6%2B864913fpt2.2.2cpu-cp311-cp311-macosx_10_9_universal2.whl"}
 ]
 magic-pdf = {version = "0.7.0b1", extras = ["full"]}
-pai-llm-trace = {url = "https://pai-llm-trace.oss-cn-zhangjiakou.aliyuncs.com/sdk_package/pai_llm_trace-1.0.0-py3-none-any.whl"}
 llama-index-callbacks-arize-phoenix = "0.1.6"
 peft = "^0.12.0"
+aliyun-bootstrap = "^1.0.1"
 
 [tool.poetry.scripts]
-pai_rag = "pai_rag.main:main"
+pai_rag = "pai_rag.main:run"
 load_data = "pai_rag.tool.load_data_tool:run"
 load_model = "pai_rag.utils.download_models:load_models"
 run_eval_exp = "pai_rag.evaluation.run_evaluation_experiments:run"
diff --git a/src/pai_rag/core/models/config.py b/src/pai_rag/core/models/config.py
index b10fc824..095add04 100644
--- a/src/pai_rag/core/models/config.py
+++ b/src/pai_rag/core/models/config.py
@@ -70,7 +70,7 @@ class PaiTraceConfig(BaseTraceConfig):
     type: Literal[TraceType.pai_trace] = TraceType.pai_trace
     endpoint: str | None = None
     token: str | None = None
-    app_name: str = "PAI-RAG"
+    app_name: str = "PAIRAG-Service"
 
 
 class ArizeTraceConfig(BaseTraceConfig):
diff --git a/src/pai_rag/core/rag_module.py b/src/pai_rag/core/rag_module.py
index f1bf1877..b6ad18ee 100644
--- a/src/pai_rag/core/rag_module.py
+++ b/src/pai_rag/core/rag_module.py
@@ -1,7 +1,6 @@
 from typing import Any
 from llama_index.core import Settings
 from llama_index.core.prompts import PromptTemplate
-from pai_rag.core.models.config import ArizeTraceConfig, BaseTraceConfig, PaiTraceConfig
 from pai_rag.core.rag_config import RagConfig
 from pai_rag.core.rag_data_loader import RagDataLoader
 from pai_rag.integrations.agent.pai.pai_agent import PaiAgent
@@ -225,32 +224,3 @@ def resolve_searcher(config: RagConfig) -> BingSearchTool:
     )
 
     return searcher
-
-
-def setup_tracing(trace_config: BaseTraceConfig):
-    from pai.llm_trace.instrumentation import init_opentelemetry
-    from pai.llm_trace.instrumentation.llama_index import LlamaIndexInstrumentor
-    from llama_index.core import set_global_handler
-
-    if isinstance(trace_config, PaiTraceConfig):
-        if not trace_config.token:
-            logger.info("Trace is not enabled since PaiTraceConfig.token is not set.")
-            return
-
-        init_opentelemetry(
-            LlamaIndexInstrumentor,
-            grpc_endpoint=trace_config.endpoint,
-            token=trace_config.token,
-            service_name=trace_config.app_name,
-            service_version="0.1.0",
-            service_id="",
-            deployment_environment="",
-            service_owner_id="",
-            service_owner_sub_id="",
-        )
-        logger.info(f"Pai-LLM-Trace enabled with endpoint: '{trace_config.endpoint}'.")
-    elif isinstance(trace_config, ArizeTraceConfig):
-        set_global_handler("arize_phoenix")
-        logger.info("Arize trace enabled.")
-    else:
-        logger.warning("Trace is not configured.")
diff --git a/src/pai_rag/main.py b/src/pai_rag/main.py
index 12a7ef3c..84f62719 100644
--- a/src/pai_rag/main.py
+++ b/src/pai_rag/main.py
@@ -1,3 +1,5 @@
+from aliyun.opentelemetry.instrumentation.auto_instrumentation import sitecustomize # ByPass unused import: use for arms trace initialization
+
 import click
 import uvicorn
 from fastapi import FastAPI
@@ -68,14 +70,14 @@ def init_log():
 @click.group(invoke_without_command=True)
 @click.pass_context
 @click.option("-V", "--version", is_flag=True, help="Show version and exit.")
-def main(ctx, version):
+def run(ctx, version):
     if version:
         click.echo(version)
     elif ctx.invoked_subcommand is None:
         click.echo(ctx.get_help())
 
 
-@main.command()
+@run.command()
 @click.option(
     "-h",
     "--host",
@@ -105,7 +107,7 @@ def ui(host, port, rag_url):
     uvicorn.run(app, host=host, port=port, loop="asyncio")
 
 
-@main.command()
+@run.command()
 @click.option(
     "-h",
     "--host",
@@ -157,12 +159,10 @@ def ui(host, port, rag_url):
 )
 def serve(host, port, config_file, workers, enable_example, skip_download_models):
     from pai_rag.app.api.service import configure_app
-    from pai_rag.core.rag_module import setup_tracing
     from pai_rag.utils.download_models import ModelScopeDownloader
 
     rag_configuration = RagConfigManager.from_file(config_file)
     rag_configuration.persist()
-    setup_tracing(rag_configuration.get_value().trace)
 
     if not skip_download_models and DEFAULT_MODEL_DIR != EAS_DEFAULT_MODEL_DIR:
         logger.info("Start to download models.")
@@ -178,3 +178,7 @@ def serve(host, port, config_file, workers, enable_example, skip_download_models
     app = FastAPI()
     configure_app(app, rag_configuration)
     uvicorn.run(app=app, host=host, port=port, loop="asyncio", workers=workers)
+
+
+if __name__ == "__main__":
+    serve()
diff --git a/src/pai_rag/tools/query_tool.py b/src/pai_rag/tools/query_tool.py
index 8f303bc1..d4dd81e7 100644
--- a/src/pai_rag/tools/query_tool.py
+++ b/src/pai_rag/tools/query_tool.py
@@ -2,7 +2,7 @@
 import os
 from pathlib import Path
 from pai_rag.core.rag_config_manager import RagConfigManager
-from pai_rag.core.rag_module import resolve_query_engine, setup_tracing
+from pai_rag.core.rag_module import resolve_query_engine
 from pai_rag.integrations.synthesizer.pai_synthesizer import PaiQueryBundle
 import logging
 
@@ -44,7 +44,6 @@ def run(
     logging.basicConfig(level=logging.INFO)
 
     config = RagConfigManager.from_file(config_file).get_value()
-    setup_tracing(config.trace)
 
     query_engine = resolve_query_engine(config)