diff --git a/backend/pdm.lock b/backend/pdm.lock
index 691d0b991..c43b55cef 100644
--- a/backend/pdm.lock
+++ b/backend/pdm.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "deploy", "dev", "test"]
+groups = ["default", "dev", "deploy", "test"]
 strategy = ["cross_platform", "inherit_metadata"]
-lock_version = "4.4.1"
-content_hash = "sha256:cbfcc3315bc63dbc9c9c05d47d406d8e0816518becc2ebf31fe7b70cca2ef30d"
+lock_version = "4.4.2"
+content_hash = "sha256:f51602a26a2213a6f6c221c02cce491ccf4d15bc84a5775421f081ce5dc65512"
 
 [[package]]
 name = "adlfs"
@@ -190,8 +190,8 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.28.1"
-requires_python = ">=3.7"
+version = "0.43.0"
+requires_python = ">=3.8"
 summary = "The official Python library for the anthropic API"
 groups = ["default", "dev"]
 dependencies = [
@@ -201,12 +201,29 @@ dependencies = [
     "jiter<1,>=0.4.0",
     "pydantic<3,>=1.9.0",
     "sniffio",
-    "tokenizers>=0.13.0",
-    "typing-extensions<5,>=4.7",
+    "typing-extensions<5,>=4.10",
 ]
 files = [
-    {file = "anthropic-0.28.1-py3-none-any.whl", hash = "sha256:c4773ae2b42951a6b747bed328b0d03fa412938c95c3a8b9dce70d69badb710b"},
-    {file = "anthropic-0.28.1.tar.gz", hash = "sha256:e3a6d595bde241141bdc685edc393903ec95c7fa378013a71186cfb8f32b1793"},
+    {file = "anthropic-0.43.0-py3-none-any.whl", hash = "sha256:f748a703f77b3244975e1aace3a935840dc653a4714fb6bba644f97cc76847b4"},
+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
+]
+
+[[package]]
+name = "anthropic"
+version = "0.43.0"
+extras = ["bedrock", "vertex"]
+requires_python = ">=3.8"
+summary = "The official Python library for the anthropic API"
+groups = ["default", "dev"]
+dependencies = [
+    "anthropic==0.43.0",
+    "boto3>=1.28.57",
+    "botocore>=1.31.57",
+    "google-auth<3,>=2",
+]
+files = [
+    {file = "anthropic-0.43.0-py3-none-any.whl", hash = "sha256:f748a703f77b3244975e1aace3a935840dc653a4714fb6bba644f97cc76847b4"},
+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
 ]
 
 [[package]]
@@ -266,7 +283,7 @@ version = "5.0.1"
 requires_python = ">=3.8"
 summary = "Timeout context manager for asyncio programs"
 groups = ["default", "dev"]
-marker = "python_version < \"3.12.0\""
+marker = "python_full_version < \"3.11.3\""
 files = [
     {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
     {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
@@ -274,39 +291,39 @@ files = [
 
 [[package]]
 name = "asyncpg"
-version = "0.29.0"
+version = "0.30.0"
 requires_python = ">=3.8.0"
 summary = "An asyncio PostgreSQL driver"
 groups = ["default", "dev"]
 dependencies = [
-    "async-timeout>=4.0.3; python_version < \"3.12.0\"",
-]
-files = [
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+]
+files = [
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+    {file = "asyncpg-0.30.0-cp39-cp39-win_amd64.whl", hash = "sha256:8b684a3c858a83cd876f05958823b68e8d14ec01bb0c0d14a6704c5bf9711773"},
+    {file = "asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851"},
 ]
 
 [[package]]
@@ -1022,7 +1039,7 @@ files = [
 
 [[package]]
 name = "django-timezone-field"
-version = "7.0"
+version = "7.1"
 requires_python = "<4.0,>=3.8"
 summary = "A Django app providing DB, form, and REST framework fields for zoneinfo and pytz timezone objects."
 groups = ["default"]
@@ -1030,8 +1047,8 @@ dependencies = [
     "Django<6.0,>=3.2",
 ]
 files = [
-    {file = "django_timezone_field-7.0-py3-none-any.whl", hash = "sha256:3232e7ecde66ba4464abb6f9e6b8cc739b914efb9b29dc2cf2eee451f7cc2acb"},
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+    {file = "django_timezone_field-7.1-py3-none-any.whl", hash = "sha256:93914713ed882f5bccda080eda388f7006349f25930b6122e9b07bf8db49c4b4"},
+    {file = "django_timezone_field-7.1.tar.gz", hash = "sha256:b3ef409d88a2718b566fabe10ea996f2838bc72b22d3a2900c0aa905c761380c"},
 ]
 
 [[package]]
@@ -1158,6 +1175,17 @@ files = [
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 ]
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.2"
+requires_python = ">=3.8"
+summary = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+groups = ["default", "dev"]
+files = [
+    {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"},
+    {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1324,18 +1352,19 @@ files = [
 
 [[package]]
 name = "google-ai-generativelanguage"
-version = "0.4.0"
+version = "0.6.4"
 requires_python = ">=3.7"
 summary = "Google Ai Generativelanguage API client library"
 groups = ["default", "dev"]
 dependencies = [
-    "google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.0",
+    "google-api-core[grpc]!=2.0.*,!=2.1.*,!=2.10.*,!=2.2.*,!=2.3.*,!=2.4.*,!=2.5.*,!=2.6.*,!=2.7.*,!=2.8.*,!=2.9.*,<3.0.0dev,>=1.34.1",
+    "google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1",
     "proto-plus<2.0.0dev,>=1.22.3",
     "protobuf!=3.20.0,!=3.20.1,!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.19.5",
 ]
 files = [
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+    {file = "google-ai-generativelanguage-0.6.4.tar.gz", hash = "sha256:1750848c12af96cb24ae1c3dd05e4bfe24867dc4577009ed03e1042d8421e874"},
+    {file = "google_ai_generativelanguage-0.6.4-py3-none-any.whl", hash = "sha256:730e471aa549797118fb1c88421ba1957741433ada575cf5dd08d3aebf903ab1"},
 ]
 
 [[package]]
@@ -1377,7 +1406,7 @@ files = [
 
 [[package]]
 name = "google-api-python-client"
-version = "2.157.0"
+version = "2.159.0"
 requires_python = ">=3.7"
 summary = "Google API Client Library for Python"
 groups = ["default", "dev"]
@@ -1389,8 +1418,8 @@ dependencies = [
     "uritemplate<5,>=3.0.1",
 ]
 files = [
-    {file = "google_api_python_client-2.157.0-py2.py3-none-any.whl", hash = "sha256:0b0231db106324c659bf8b85f390391c00da57a60ebc4271e33def7aac198c75"},
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+    {file = "google_api_python_client-2.159.0.tar.gz", hash = "sha256:55197f430f25c907394b44fa078545ffef89d33fd4dca501b7db9f0d8e224bd6"},
 ]
 
 [[package]]
@@ -1442,7 +1471,7 @@ files = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.76.0"
+version = "1.77.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["default", "dev"]
@@ -1461,8 +1490,8 @@ dependencies = [
     "typing-extensions",
 ]
 files = [
-    {file = "google_cloud_aiplatform-1.76.0-py2.py3-none-any.whl", hash = "sha256:0b0348525b9528db7b69538ff6e86289ea2ce0d80f3784a42865fc994fe10dd1"},
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+    {file = "google_cloud_aiplatform-1.77.0-py2.py3-none-any.whl", hash = "sha256:e9dd1bcb1b9a85eddd452916cd6ad1d9ce2d487772a9e45b1814aa0ac5633689"},
+    {file = "google_cloud_aiplatform-1.77.0.tar.gz", hash = "sha256:1e5b77fe6c7f276d7aae65bcf08a273122a71f6c4af1f43cf45821f603a74080"},
 ]
 
 [[package]]
@@ -1590,13 +1619,14 @@ files = [
 
 [[package]]
 name = "google-generativeai"
-version = "0.4.1"
+version = "0.5.4"
 requires_python = ">=3.9"
 summary = "Google Generative AI High level API client library and tools."
 groups = ["default", "dev"]
 dependencies = [
-    "google-ai-generativelanguage==0.4.0",
+    "google-ai-generativelanguage==0.6.4",
     "google-api-core",
+    "google-api-python-client",
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 groups = ["default", "dev"]
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 [[package]]
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@@ -3145,7 +3115,7 @@ files = [
 
 [[package]]
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 requires_python = ">=3.8"
 summary = "pgvector support for Python"
 groups = ["default", "dev"]
@@ -3153,7 +3123,8 @@ dependencies = [
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 [[package]]
@@ -4622,13 +4617,13 @@ files = [
 
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 name = "tenacity"
-version = "8.5.0"
+version = "9.0.0"
 requires_python = ">=3.8"
 summary = "Retry code until it succeeds"
 groups = ["default", "dev"]
 files = [
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 [[package]]
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     "botocore~=1.34.0",
     "kombu==5.3.7",
-    "llama-index-llms-azure-openai==0.1.10",
-    "llama-index==0.10.58",
+    "llama-index-llms-azure-openai==0.3.0",
+    "llama-index==0.12.8",
     "redis~=5.2.1",
     "requests==2.31.0",
 ]
@@ -4981,7 +4976,7 @@ path = "../unstract/filesystem"
 summary = "Unstract filesystem package"
 groups = ["default", "dev"]
 dependencies = [
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
 ]
 
 [[package]]
@@ -4999,7 +4994,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
-version = "0.54.0rc12"
+version = "0.55.0rc2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["default", "dev"]
@@ -5007,29 +5002,28 @@ dependencies = [
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     "httpx>=0.25.2",
     "jsonschema~=4.18.2",
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-    "llama-index-llms-anyscale==0.1.4",
-    "llama-index-llms-azure-openai==0.1.10",
-    "llama-index-llms-bedrock==0.1.13",
-    "llama-index-llms-mistralai==0.1.19",
-    "llama-index-llms-ollama==0.2.2",
-    "llama-index-llms-openai==0.1.27",
-    "llama-index-llms-palm==0.1.5",
-    "llama-index-llms-replicate==0.1.3",
-    "llama-index-llms-vertex==0.2.2",
-    "llama-index-vector-stores-milvus==0.1.21",
-    "llama-index-vector-stores-pinecone==0.1.8",
-    "llama-index-vector-stores-postgres==0.1.13",
-    "llama-index-vector-stores-qdrant==0.2.14",
-    "llama-index-vector-stores-weaviate==1.0.2",
-    "llama-index==0.10.58",
-    "llama-parse==0.4.9",
-    "mistralai==0.4.2",
+    "llama-index-embeddings-azure-openai==0.3.0",
+    "llama-index-embeddings-google==0.3.0",
+    "llama-index-embeddings-ollama==0.5.0",
+    "llama-index-embeddings-openai==0.3.1",
+    "llama-index-llms-anthropic==0.6.3",
+    "llama-index-llms-anyscale==0.3.0",
+    "llama-index-llms-azure-openai==0.3.0",
+    "llama-index-llms-bedrock==0.3.3",
+    "llama-index-llms-mistralai==0.3.1",
+    "llama-index-llms-ollama==0.5.0",
+    "llama-index-llms-openai==0.3.12",
+    "llama-index-llms-palm==0.3.0",
+    "llama-index-llms-replicate==0.4.0",
+    "llama-index-llms-vertex==0.4.2",
+    "llama-index-vector-stores-milvus==0.4.0",
+    "llama-index-vector-stores-pinecone==0.4.2",
+    "llama-index-vector-stores-postgres==0.4.1",
+    "llama-index-vector-stores-qdrant==0.4.2",
+    "llama-index-vector-stores-weaviate==1.3.1",
+    "llama-index==0.12.8",
+    "llama-parse==0.5.19",
+    "mistralai==1.2.5",
     "pdfplumber>=0.11.2",
     "python-dotenv==1.0.0",
     "python-magic~=0.4.27",
@@ -5039,8 +5033,8 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
-    {file = "unstract_sdk-0.54.0rc12-py3-none-any.whl", hash = "sha256:87c733a92aba0ef6b8d77af4a8bd5f7b2ac66f1bc65df8c1afef757baef65021"},
-    {file = "unstract_sdk-0.54.0rc12.tar.gz", hash = "sha256:df093ba25aafb3fcb5a7b657d77bbd23932c76b5c6c0819578880e3966e94cf0"},
+    {file = "unstract_sdk-0.55.0rc2-py3-none-any.whl", hash = "sha256:d3cdd3c06f3b773ecf26f2abc0f71f89e5bbc9748b1ddb0ea5a29c4164c28da3"},
+    {file = "unstract_sdk-0.55.0rc2.tar.gz", hash = "sha256:d4cb9a58a7740b01854e372472901761e86e64eca83d6250ff17b047ad25b39c"},
 ]
 
 [[package]]
@@ -5056,7 +5050,7 @@ dependencies = [
     "docker~=6.1.3",
     "jsonschema~=4.18.2",
     "unstract-flags",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     "unstract-tool-sandbox",
 ]
 
@@ -5176,40 +5170,46 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.17.0"
+version = "1.17.2"
 requires_python = ">=3.8"
 summary = "Module for decorators, wrappers and monkey patching."
 groups = ["default", "dev"]
 files = [
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-    {file = "wrapt-1.17.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7264cbb4a18dc4acfd73b63e4bcfec9c9802614572025bdd44d0721983fc1d9c"},
-    {file = "wrapt-1.17.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:33539c6f5b96cf0b1105a0ff4cf5db9332e773bb521cc804a90e58dc49b10578"},
-    {file = "wrapt-1.17.0-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c30970bdee1cad6a8da2044febd824ef6dc4cc0b19e39af3085c763fdec7de33"},
-    {file = "wrapt-1.17.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:bc7f729a72b16ee21795a943f85c6244971724819819a41ddbaeb691b2dd85ad"},
-    {file = "wrapt-1.17.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:6ff02a91c4fc9b6a94e1c9c20f62ea06a7e375f42fe57587f004d1078ac86ca9"},
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-    {file = "wrapt-1.17.0-cp39-cp39-win_amd64.whl", hash = "sha256:4f763a29ee6a20c529496a20a7bcb16a73de27f5da6a843249c7047daf135977"},
-    {file = "wrapt-1.17.0-py3-none-any.whl", hash = "sha256:d2c63b93548eda58abf5188e505ffed0229bf675f7c3090f8e36ad55b8cbc371"},
-    {file = "wrapt-1.17.0.tar.gz", hash = "sha256:16187aa2317c731170a88ef35e8937ae0f533c402872c1ee5e6d079fcf320801"},
+    {file = "wrapt-1.17.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3d57c572081fed831ad2d26fd430d565b76aa277ed1d30ff4d40670b1c0dd984"},
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+    {file = "wrapt-1.17.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:80dd7db6a7cb57ffbc279c4394246414ec99537ae81ffd702443335a61dbf3a7"},
+    {file = "wrapt-1.17.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a6e821770cf99cc586d33833b2ff32faebdbe886bd6322395606cf55153246c"},
+    {file = "wrapt-1.17.2-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b60fb58b90c6d63779cb0c0c54eeb38941bae3ecf7a73c764c52c88c2dcb9d72"},
+    {file = "wrapt-1.17.2-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b870b5df5b71d8c3359d21be8f0d6c485fa0ebdb6477dda51a1ea54a9b558061"},
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+    {file = "wrapt-1.17.2-cp310-cp310-win_amd64.whl", hash = "sha256:58705da316756681ad3c9c73fd15499aa4d8c69f9fd38dc8a35e06c12468582f"},
+    {file = "wrapt-1.17.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:ff04ef6eec3eee8a5efef2401495967a916feaa353643defcc03fc74fe213b58"},
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+    {file = "wrapt-1.17.2-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1a7ed2d9d039bd41e889f6fb9364554052ca21ce823580f6a07c4ec245c1f5d6"},
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+    {file = "wrapt-1.17.2-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:1fb5699e4464afe5c7e65fa51d4f99e0b2eadcc176e4aa33600a3df7801d6662"},
+    {file = "wrapt-1.17.2-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:9a2bce789a5ea90e51a02dfcc39e31b7f1e662bc3317979aa7e5538e3a034f72"},
+    {file = "wrapt-1.17.2-cp311-cp311-win32.whl", hash = "sha256:4afd5814270fdf6380616b321fd31435a462019d834f83c8611a0ce7484c7317"},
+    {file = "wrapt-1.17.2-cp311-cp311-win_amd64.whl", hash = "sha256:acc130bc0375999da18e3d19e5a86403667ac0c4042a094fefb7eec8ebac7cf3"},
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+    {file = "wrapt-1.17.2-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:2696993ee1eebd20b8e4ee4356483c4cb696066ddc24bd70bcbb80fa56ff9061"},
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+    {file = "wrapt-1.17.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:62c2caa1585c82b3f7a7ab56afef7b3602021d6da34fbc1cf234ff139fed3cd9"},
+    {file = "wrapt-1.17.2-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c958bcfd59bacc2d0249dcfe575e71da54f9dcf4a8bdf89c4cb9a68a1170d73f"},
+    {file = "wrapt-1.17.2-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fc78a84e2dfbc27afe4b2bd7c80c8db9bca75cc5b85df52bfe634596a1da846b"},
+    {file = "wrapt-1.17.2-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:ba0f0eb61ef00ea10e00eb53a9129501f52385c44853dbd6c4ad3f403603083f"},
+    {file = "wrapt-1.17.2-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:1e1fe0e6ab7775fd842bc39e86f6dcfc4507ab0ffe206093e76d61cde37225c8"},
+    {file = "wrapt-1.17.2-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:c86563182421896d73858e08e1db93afdd2b947a70064b813d515d66549e15f9"},
+    {file = "wrapt-1.17.2-cp39-cp39-win32.whl", hash = "sha256:f393cda562f79828f38a819f4788641ac7c4085f30f1ce1a68672baa686482bb"},
+    {file = "wrapt-1.17.2-cp39-cp39-win_amd64.whl", hash = "sha256:36ccae62f64235cf8ddb682073a60519426fdd4725524ae38874adf72b5f2aeb"},
+    {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
+    {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
 
 [[package]]
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index 6478db9b8..f87d7b415 100644
--- a/backend/pyproject.toml
+++ b/backend/pyproject.toml
@@ -32,7 +32,7 @@ dependencies = [
     "python-socketio==5.9.0", # For log_events
     "social-auth-app-django==5.3.0", # For OAuth
     "social-auth-core==4.4.2", # For OAuth
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     # ! IMPORTANT!
     # Indirect local dependencies usually need to be added in their own projects
     # as: https://pdm-project.org/latest/usage/dependency/#local-dependencies.
diff --git a/backend/sample.env b/backend/sample.env
index 9223fee13..352a37450 100644
--- a/backend/sample.env
+++ b/backend/sample.env
@@ -82,9 +82,9 @@ REMOTE_PROMPT_STUDIO_FILE_PATH=
 
 # Structure Tool Image (Runs prompt studio exported tools)
 # https://hub.docker.com/r/unstract/tool-structure
-STRUCTURE_TOOL_IMAGE_URL="docker:unstract/tool-structure:0.0.55"
+STRUCTURE_TOOL_IMAGE_URL="docker:unstract/tool-structure:0.0.56"
 STRUCTURE_TOOL_IMAGE_NAME="unstract/tool-structure"
-STRUCTURE_TOOL_IMAGE_TAG="0.0.55"
+STRUCTURE_TOOL_IMAGE_TAG="0.0.56"
 
 # Feature Flags
 EVALUATION_SERVER_IP=unstract-flipt
diff --git a/pdm.lock b/pdm.lock
index c18208c16..dc76f849c 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -2,10 +2,10 @@
 # It is not intended for manual editing.
 
 [metadata]
-groups = ["default", "hook-check-django-migrations", "lint"]
+groups = ["default", "lint", "hook-check-django-migrations"]
 strategy = ["cross_platform", "inherit_metadata"]
-lock_version = "4.4.1"
-content_hash = "sha256:32c418472a5405965ef6bd8ca2996663630722f62fadfff9b05350778f9c2713"
+lock_version = "4.4.2"
+content_hash = "sha256:57c9799f6208a76092e6b89d1ed443da20b3e27658ae856756b48696bf739fea"
 
 [[package]]
 name = "adlfs"
@@ -190,8 +190,8 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.28.1"
-requires_python = ">=3.7"
+version = "0.43.0"
+requires_python = ">=3.8"
 summary = "The official Python library for the anthropic API"
 groups = ["hook-check-django-migrations"]
 dependencies = [
@@ -201,12 +201,29 @@ dependencies = [
     "jiter<1,>=0.4.0",
     "pydantic<3,>=1.9.0",
     "sniffio",
-    "tokenizers>=0.13.0",
-    "typing-extensions<5,>=4.7",
+    "typing-extensions<5,>=4.10",
 ]
 files = [
-    {file = "anthropic-0.28.1-py3-none-any.whl", hash = "sha256:c4773ae2b42951a6b747bed328b0d03fa412938c95c3a8b9dce70d69badb710b"},
-    {file = "anthropic-0.28.1.tar.gz", hash = "sha256:e3a6d595bde241141bdc685edc393903ec95c7fa378013a71186cfb8f32b1793"},
+    {file = "anthropic-0.43.0-py3-none-any.whl", hash = "sha256:f748a703f77b3244975e1aace3a935840dc653a4714fb6bba644f97cc76847b4"},
+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
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+[[package]]
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+requires_python = ">=3.8"
+summary = "The official Python library for the anthropic API"
+groups = ["hook-check-django-migrations"]
+dependencies = [
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+    "boto3>=1.28.57",
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+    "google-auth<3,>=2",
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 [[package]]
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 summary = "Timeout context manager for asyncio programs"
 groups = ["hook-check-django-migrations"]
-marker = "python_version < \"3.12.0\""
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 ]
 
 [[package]]
@@ -1013,7 +1030,7 @@ files = [
 
 [[package]]
 name = "django-timezone-field"
-version = "7.0"
+version = "7.1"
 requires_python = "<4.0,>=3.8"
 summary = "A Django app providing DB, form, and REST framework fields for zoneinfo and pytz timezone objects."
 groups = ["hook-check-django-migrations"]
@@ -1021,8 +1038,8 @@ dependencies = [
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 ]
 files = [
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 [[package]]
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 ]
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.2"
+requires_python = ">=3.8"
+summary = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+groups = ["hook-check-django-migrations"]
+files = [
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+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1323,18 +1351,19 @@ files = [
 
 [[package]]
 name = "google-ai-generativelanguage"
-version = "0.4.0"
+version = "0.6.4"
 requires_python = ">=3.7"
 summary = "Google Ai Generativelanguage API client library"
 groups = ["hook-check-django-migrations"]
 dependencies = [
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+    "google-auth!=2.24.0,!=2.25.0,<3.0.0dev,>=2.14.1",
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 ]
 
 [[package]]
@@ -1376,7 +1405,7 @@ files = [
 
 [[package]]
 name = "google-api-python-client"
-version = "2.157.0"
+version = "2.159.0"
 requires_python = ">=3.7"
 summary = "Google API Client Library for Python"
 groups = ["hook-check-django-migrations"]
@@ -1388,8 +1417,8 @@ dependencies = [
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 ]
 files = [
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 ]
 
 [[package]]
@@ -1441,7 +1470,7 @@ files = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.76.0"
+version = "1.77.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["hook-check-django-migrations"]
@@ -1460,8 +1489,8 @@ dependencies = [
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 ]
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 ]
 
 [[package]]
@@ -1589,13 +1618,14 @@ files = [
 
 [[package]]
 name = "google-generativeai"
-version = "0.4.1"
+version = "0.5.4"
 requires_python = ">=3.9"
 summary = "Google Generative AI High level API client library and tools."
 groups = ["hook-check-django-migrations"]
 dependencies = [
-    "google-ai-generativelanguage==0.4.0",
+    "google-ai-generativelanguage==0.6.4",
     "google-api-core",
+    "google-api-python-client",
     "google-auth>=2.15.0",
     "protobuf",
     "pydantic",
@@ -1603,7 +1633,7 @@ dependencies = [
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 ]
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 [[package]]
@@ -2068,6 +2098,17 @@ files = [
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 ]
 
+[[package]]
+name = "jsonpath-python"
+version = "1.0.6"
+requires_python = ">=3.6"
+summary = "A more powerful JSONPath implementation in modern python"
+groups = ["hook-check-django-migrations"]
+files = [
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+]
+
 [[package]]
 name = "jsonschema"
 version = "4.18.6"
@@ -2117,7 +2158,7 @@ files = [
 
 [[package]]
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@@ -2127,71 +2168,71 @@ dependencies = [
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 [[package]]
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 [[package]]
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 [[package]]
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 [[package]]
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 [[package]]
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 groups = ["hook-check-django-migrations"]
 dependencies = [
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-    "llama-index-core<0.11.0,>=0.10.1",
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 files = [
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-version = "1.0.2"
-requires_python = "<4.0,>=3.8.1"
+version = "1.3.1"
+requires_python = "<4.0,>=3.9"
 summary = "llama-index vector_stores weaviate integration"
 groups = ["hook-check-django-migrations"]
 dependencies = [
-    "llama-index-core<0.11.0,>=0.10.1",
+    "llama-index-core<0.13.0,>=0.12.0",
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 files = [
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 [[package]]
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-requires_python = "<4.0,>=3.8.1"
+version = "0.5.19"
+requires_python = "<4.0,>=3.9"
 summary = "Parse files into RAG-Optimized formats."
 groups = ["hook-check-django-migrations"]
 dependencies = [
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+    "click<9.0.0,>=8.1.7",
+    "llama-index-core>=0.11.0",
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 files = [
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+version = "3.25.1"
 requires_python = ">=3.9"
 summary = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 groups = ["hook-check-django-migrations"]
@@ -2662,8 +2678,8 @@ dependencies = [
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 files = [
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 [[package]]
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-version = "0.4.2"
-requires_python = "<4.0,>=3.9"
-summary = ""
+version = "1.2.5"
+requires_python = "<4.0,>=3.8"
+summary = "Python Client SDK for the Mistral AI API."
 groups = ["hook-check-django-migrations"]
 dependencies = [
-    "httpx<1,>=0.25",
-    "orjson<3.11,>=3.9.10",
-    "pydantic<3,>=2.5.2",
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+    "jsonpath-python<2.0.0,>=1.0.6",
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 [[package]]
@@ -2959,7 +2978,7 @@ files = [
 
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+version = "0.4.6"
 requires_python = "<4.0,>=3.8"
 summary = "The official Python client for Ollama."
 groups = ["hook-check-django-migrations"]
@@ -2968,13 +2987,13 @@ dependencies = [
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 files = [
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 [[package]]
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+version = "1.59.7"
 requires_python = ">=3.8"
 summary = "The official Python library for the openai API"
 groups = ["hook-check-django-migrations"]
@@ -2989,8 +3008,8 @@ dependencies = [
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 ]
 files = [
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 [[package]]
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 [[package]]
 name = "packaging"
 version = "24.2"
@@ -3176,7 +3146,7 @@ files = [
 
 [[package]]
 name = "pgvector"
-version = "0.2.5"
+version = "0.3.6"
 requires_python = ">=3.8"
 summary = "pgvector support for Python"
 groups = ["hook-check-django-migrations"]
@@ -3184,7 +3154,8 @@ dependencies = [
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 ]
 files = [
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 [[package]]
@@ -3239,19 +3210,46 @@ files = [
 
 [[package]]
 name = "pinecone-client"
-version = "3.2.2"
+version = "5.0.1"
 requires_python = "<4.0,>=3.8"
 summary = "Pinecone client and SDK"
 groups = ["hook-check-django-migrations"]
 dependencies = [
     "certifi>=2019.11.17",
+    "pinecone-plugin-inference<2.0.0,>=1.0.3",
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 [[package]]
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 summary = "Retry code until it succeeds"
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 [[package]]
@@ -4878,13 +4873,13 @@ files = [
 
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+version = "75.8.0.20250110"
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 [[package]]
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     "kombu==5.3.7",
-    "llama-index-llms-azure-openai==0.1.10",
-    "llama-index==0.10.58",
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+    "llama-index==0.12.8",
     "redis~=5.2.1",
     "requests==2.31.0",
 ]
@@ -5060,7 +5055,7 @@ path = "./unstract/filesystem"
 summary = "Unstract filesystem package"
 groups = ["hook-check-django-migrations"]
 dependencies = [
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
 ]
 
 [[package]]
@@ -5078,7 +5073,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
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+version = "0.55.0rc2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["hook-check-django-migrations"]
@@ -5086,29 +5081,28 @@ dependencies = [
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-    "llama-index-llms-mistralai==0.1.19",
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-    "llama-index-llms-palm==0.1.5",
-    "llama-index-llms-replicate==0.1.3",
-    "llama-index-llms-vertex==0.2.2",
-    "llama-index-vector-stores-milvus==0.1.21",
-    "llama-index-vector-stores-pinecone==0.1.8",
-    "llama-index-vector-stores-postgres==0.1.13",
-    "llama-index-vector-stores-qdrant==0.2.14",
-    "llama-index-vector-stores-weaviate==1.0.2",
-    "llama-index==0.10.58",
-    "llama-parse==0.4.9",
-    "mistralai==0.4.2",
+    "llama-index-embeddings-azure-openai==0.3.0",
+    "llama-index-embeddings-google==0.3.0",
+    "llama-index-embeddings-ollama==0.5.0",
+    "llama-index-embeddings-openai==0.3.1",
+    "llama-index-llms-anthropic==0.6.3",
+    "llama-index-llms-anyscale==0.3.0",
+    "llama-index-llms-azure-openai==0.3.0",
+    "llama-index-llms-bedrock==0.3.3",
+    "llama-index-llms-mistralai==0.3.1",
+    "llama-index-llms-ollama==0.5.0",
+    "llama-index-llms-openai==0.3.12",
+    "llama-index-llms-palm==0.3.0",
+    "llama-index-llms-replicate==0.4.0",
+    "llama-index-llms-vertex==0.4.2",
+    "llama-index-vector-stores-milvus==0.4.0",
+    "llama-index-vector-stores-pinecone==0.4.2",
+    "llama-index-vector-stores-postgres==0.4.1",
+    "llama-index-vector-stores-qdrant==0.4.2",
+    "llama-index-vector-stores-weaviate==1.3.1",
+    "llama-index==0.12.8",
+    "llama-parse==0.5.19",
+    "mistralai==1.2.5",
     "pdfplumber>=0.11.2",
     "python-dotenv==1.0.0",
     "python-magic~=0.4.27",
@@ -5118,8 +5112,8 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
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 ]
 
 [[package]]
@@ -5135,7 +5129,7 @@ dependencies = [
     "docker~=6.1.3",
     "jsonschema~=4.18.2",
     "unstract-flags",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     "unstract-tool-sandbox",
 ]
 
@@ -5213,7 +5207,7 @@ files = [
 
 [[package]]
 name = "virtualenv"
-version = "20.28.1"
+version = "20.29.0"
 requires_python = ">=3.8"
 summary = "Virtual Python Environment builder"
 groups = ["lint"]
@@ -5223,8 +5217,8 @@ dependencies = [
     "platformdirs<5,>=3.9.1",
 ]
 files = [
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 ]
 
 [[package]]
@@ -5271,40 +5265,46 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.17.0"
+version = "1.17.2"
 requires_python = ">=3.8"
 summary = "Module for decorators, wrappers and monkey patching."
 groups = ["hook-check-django-migrations"]
 files = [
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+    {file = "wrapt-1.17.2-py3-none-any.whl", hash = "sha256:b18f2d1533a71f069c7f82d524a52599053d4c7166e9dd374ae2136b7f40f7c8"},
+    {file = "wrapt-1.17.2.tar.gz", hash = "sha256:41388e9d4d1522446fe79d3213196bd9e3b301a336965b9e27ca2788ebd122f3"},
 ]
 
 [[package]]
diff --git a/platform-service/pdm.lock b/platform-service/pdm.lock
index 8d18e9f9a..a34d3d8cd 100644
--- a/platform-service/pdm.lock
+++ b/platform-service/pdm.lock
@@ -4,8 +4,8 @@
 [metadata]
 groups = ["default", "deploy", "test"]
 strategy = ["cross_platform", "inherit_metadata"]
-lock_version = "4.4.1"
-content_hash = "sha256:bd433f9500530be66d50efd51251a69480c07a9d81ed17654a2452b21418bdfd"
+lock_version = "4.4.2"
+content_hash = "sha256:bd8d6f7345ff039addf61d61a74a713cdf3914365cf35ac42f997944149a0380"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -110,8 +110,8 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.28.1"
-requires_python = ">=3.7"
+version = "0.43.0"
+requires_python = ">=3.8"
 summary = "The official Python library for the anthropic API"
 groups = ["default"]
 dependencies = [
@@ -121,12 +121,29 @@ dependencies = [
     "jiter<1,>=0.4.0",
     "pydantic<3,>=1.9.0",
     "sniffio",
-    "tokenizers>=0.13.0",
-    "typing-extensions<5,>=4.7",
+    "typing-extensions<5,>=4.10",
+]
+files = [
+    {file = "anthropic-0.43.0-py3-none-any.whl", hash = "sha256:f748a703f77b3244975e1aace3a935840dc653a4714fb6bba644f97cc76847b4"},
+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
+]
+
+[[package]]
+name = "anthropic"
+version = "0.43.0"
+extras = ["bedrock", "vertex"]
+requires_python = ">=3.8"
+summary = "The official Python library for the anthropic API"
+groups = ["default"]
+dependencies = [
+    "anthropic==0.43.0",
+    "boto3>=1.28.57",
+    "botocore>=1.31.57",
+    "google-auth<3,>=2",
 ]
 files = [
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 ]
 
 [[package]]
@@ -281,23 +298,23 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.35.95"
+version = "1.36.0"
 requires_python = ">=3.8"
 summary = "The AWS SDK for Python"
 groups = ["default"]
 dependencies = [
-    "botocore<1.36.0,>=1.35.95",
+    "botocore<1.37.0,>=1.36.0",
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-    "s3transfer<0.11.0,>=0.10.0",
+    "s3transfer<0.12.0,>=0.11.0",
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 files = [
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 [[package]]
 name = "botocore"
-version = "1.35.95"
+version = "1.36.0"
 requires_python = ">=3.8"
 summary = "Low-level, data-driven core of boto 3."
 groups = ["default"]
@@ -308,8 +325,8 @@ dependencies = [
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+[[package]]
+name = "eval-type-backport"
+version = "0.2.2"
+requires_python = ">=3.8"
+summary = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+groups = ["default"]
+files = [
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+
 [[package]]
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 version = "1.2.2"
@@ -727,18 +755,19 @@ files = [
 
 [[package]]
 name = "google-ai-generativelanguage"
-version = "0.4.0"
+version = "0.6.4"
 requires_python = ">=3.7"
 summary = "Google Ai Generativelanguage API client library"
 groups = ["default"]
 dependencies = [
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@@ -778,6 +807,24 @@ files = [
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 ]
 
+[[package]]
+name = "google-api-python-client"
+version = "2.159.0"
+requires_python = ">=3.7"
+summary = "Google API Client Library for Python"
+groups = ["default"]
+dependencies = [
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+]
+
 [[package]]
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 version = "2.37.0"
@@ -794,6 +841,20 @@ files = [
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 ]
 
+[[package]]
+name = "google-auth-httplib2"
+version = "0.2.0"
+summary = "Google Authentication Library: httplib2 transport"
+groups = ["default"]
+dependencies = [
+    "google-auth",
+    "httplib2>=0.19.0",
+]
+files = [
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+]
+
 [[package]]
 name = "google-auth-oauthlib"
 version = "1.2.1"
@@ -811,7 +872,7 @@ files = [
 
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-version = "1.76.0"
+version = "1.77.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["default"]
@@ -830,13 +891,13 @@ dependencies = [
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 ]
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 ]
 
 [[package]]
 name = "google-cloud-bigquery"
-version = "3.27.0"
+version = "3.28.0"
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 summary = "Google BigQuery API client library"
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 groups = ["default"]
 dependencies = [
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+    "google-ai-generativelanguage==0.6.4",
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@@ -1468,71 +1555,71 @@ dependencies = [
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 [[package]]
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 dependencies = [
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 [[package]]
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 [[package]]
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 [[package]]
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 groups = ["default"]
 dependencies = [
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 ]
 
 [[package]]
diff --git a/platform-service/pyproject.toml b/platform-service/pyproject.toml
index 26e08804f..5cf2a4d5b 100644
--- a/platform-service/pyproject.toml
+++ b/platform-service/pyproject.toml
@@ -13,7 +13,7 @@ dependencies = [
     "redis~=5.2.1",
     "cryptography>=41.0.7",
     "requests>=2.31.0",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     "gcsfs==2024.10.0",
     "unstract-flags @ file:///${PROJECT_ROOT}/../unstract/flags",
 ]
diff --git a/prompt-service/pdm.lock b/prompt-service/pdm.lock
index 3efcf4e3f..586d8b61d 100644
--- a/prompt-service/pdm.lock
+++ b/prompt-service/pdm.lock
@@ -4,8 +4,8 @@
 [metadata]
 groups = ["default", "deploy"]
 strategy = ["cross_platform", "inherit_metadata"]
-lock_version = "4.4.1"
-content_hash = "sha256:b82dde254ff0a2a3a7ca55bbad07cbd82e0201164a2bffd4334b89723e9a967e"
+lock_version = "4.4.2"
+content_hash = "sha256:d840a9a53d631e2a29fc3aa8bca77c6817d9cdb96548f0b3de4110aeb0fc9123"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -124,8 +124,8 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.28.1"
-requires_python = ">=3.7"
+version = "0.43.0"
+requires_python = ">=3.8"
 summary = "The official Python library for the anthropic API"
 groups = ["default"]
 dependencies = [
@@ -135,12 +135,29 @@ dependencies = [
     "jiter<1,>=0.4.0",
     "pydantic<3,>=1.9.0",
     "sniffio",
-    "tokenizers>=0.13.0",
-    "typing-extensions<5,>=4.7",
+    "typing-extensions<5,>=4.10",
+]
+files = [
+    {file = "anthropic-0.43.0-py3-none-any.whl", hash = "sha256:f748a703f77b3244975e1aace3a935840dc653a4714fb6bba644f97cc76847b4"},
+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
+]
+
+[[package]]
+name = "anthropic"
+version = "0.43.0"
+extras = ["bedrock", "vertex"]
+requires_python = ">=3.8"
+summary = "The official Python library for the anthropic API"
+groups = ["default"]
+dependencies = [
+    "anthropic==0.43.0",
+    "boto3>=1.28.57",
+    "botocore>=1.31.57",
+    "google-auth<3,>=2",
 ]
 files = [
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+    {file = "anthropic-0.43.0.tar.gz", hash = "sha256:06801f01d317a431d883230024318d48981758058bf7e079f33fb11f64b5a5c1"},
 ]
 
 [[package]]
@@ -166,7 +183,7 @@ version = "5.0.1"
 requires_python = ">=3.8"
 summary = "Timeout context manager for asyncio programs"
 groups = ["default"]
-marker = "python_version < \"3.12.0\""
+marker = "python_full_version < \"3.11.3\""
 files = [
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@@ -174,39 +191,39 @@ files = [
 
 [[package]]
 name = "asyncpg"
-version = "0.29.0"
+version = "0.30.0"
 requires_python = ">=3.8.0"
 summary = "An asyncio PostgreSQL driver"
 groups = ["default"]
 dependencies = [
-    "async-timeout>=4.0.3; python_version < \"3.12.0\"",
-]
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+    "async-timeout>=4.0.3; python_version < \"3.11.0\"",
+]
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+groups = ["default"]
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 [[package]]
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 dependencies = [
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+    "google-api-python-client",
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+summary = "A comprehensive HTTP client library."
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+summary = "A more powerful JSONPath implementation in modern python"
+groups = ["default"]
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@@ -1441,71 +1528,71 @@ dependencies = [
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 ]
 
 [[package]]
@@ -3660,8 +3689,8 @@ dependencies = [
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     "botocore~=1.34.0",
     "kombu==5.3.7",
-    "llama-index-llms-azure-openai==0.1.10",
-    "llama-index==0.10.58",
+    "llama-index-llms-azure-openai==0.3.0",
+    "llama-index==0.12.8",
     "redis~=5.2.1",
     "requests==2.31.0",
 ]
@@ -3680,7 +3709,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
-version = "0.54.0rc12"
+version = "0.55.0rc2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["default"]
@@ -3688,29 +3717,28 @@ dependencies = [
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     "httpx>=0.25.2",
     "jsonschema~=4.18.2",
-    "llama-index-embeddings-azure-openai==0.1.11",
-    "llama-index-embeddings-azure-openai==0.1.11",
-    "llama-index-embeddings-google==0.1.5",
-    "llama-index-embeddings-ollama==0.1.2",
-    "llama-index-embeddings-openai==0.1.11",
-    "llama-index-llms-anthropic==0.1.16",
-    "llama-index-llms-anyscale==0.1.4",
-    "llama-index-llms-azure-openai==0.1.10",
-    "llama-index-llms-bedrock==0.1.13",
-    "llama-index-llms-mistralai==0.1.19",
-    "llama-index-llms-ollama==0.2.2",
-    "llama-index-llms-openai==0.1.27",
-    "llama-index-llms-palm==0.1.5",
-    "llama-index-llms-replicate==0.1.3",
-    "llama-index-llms-vertex==0.2.2",
-    "llama-index-vector-stores-milvus==0.1.21",
-    "llama-index-vector-stores-pinecone==0.1.8",
-    "llama-index-vector-stores-postgres==0.1.13",
-    "llama-index-vector-stores-qdrant==0.2.14",
-    "llama-index-vector-stores-weaviate==1.0.2",
-    "llama-index==0.10.58",
-    "llama-parse==0.4.9",
-    "mistralai==0.4.2",
+    "llama-index-embeddings-azure-openai==0.3.0",
+    "llama-index-embeddings-google==0.3.0",
+    "llama-index-embeddings-ollama==0.5.0",
+    "llama-index-embeddings-openai==0.3.1",
+    "llama-index-llms-anthropic==0.6.3",
+    "llama-index-llms-anyscale==0.3.0",
+    "llama-index-llms-azure-openai==0.3.0",
+    "llama-index-llms-bedrock==0.3.3",
+    "llama-index-llms-mistralai==0.3.1",
+    "llama-index-llms-ollama==0.5.0",
+    "llama-index-llms-openai==0.3.12",
+    "llama-index-llms-palm==0.3.0",
+    "llama-index-llms-replicate==0.4.0",
+    "llama-index-llms-vertex==0.4.2",
+    "llama-index-vector-stores-milvus==0.4.0",
+    "llama-index-vector-stores-pinecone==0.4.2",
+    "llama-index-vector-stores-postgres==0.4.1",
+    "llama-index-vector-stores-qdrant==0.4.2",
+    "llama-index-vector-stores-weaviate==1.3.1",
+    "llama-index==0.12.8",
+    "llama-parse==0.5.19",
+    "mistralai==1.2.5",
     "pdfplumber>=0.11.2",
     "python-dotenv==1.0.0",
     "python-magic~=0.4.27",
@@ -3720,8 +3748,19 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
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+]
+
+[[package]]
+name = "uritemplate"
+version = "4.1.1"
+requires_python = ">=3.6"
+summary = "Implementation of RFC 6570 URI Templates"
+groups = ["default"]
+files = [
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 ]
 
 [[package]]
@@ -3794,40 +3833,46 @@ files = [
 
 [[package]]
 name = "wrapt"
-version = "1.17.0"
+version = "1.17.2"
 requires_python = ">=3.8"
 summary = "Module for decorators, wrappers and monkey patching."
 groups = ["default"]
 files = [
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 ]
 
 [[package]]
diff --git a/prompt-service/pyproject.toml b/prompt-service/pyproject.toml
index 41c15bc07..86f870f32 100644
--- a/prompt-service/pyproject.toml
+++ b/prompt-service/pyproject.toml
@@ -13,9 +13,9 @@ dependencies = [
     "peewee~=3.16",
     "nltk~=3.8",
     "flask~=3.0",
-    "llama-index==0.10.58",
+    "llama-index==0.12.8",
     "python-dotenv==1.0.0",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     "redis>=5.0.3",
     "unstract-core @ file:///${PROJECT_ROOT}/../unstract/core",
     "unstract-flags @ file:///${PROJECT_ROOT}/../unstract/flags",
diff --git a/pyproject.toml b/pyproject.toml
index 873452cb4..436e6c70b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,7 +41,7 @@ hook-check-django-migrations = [
     "psycopg2-binary==2.9.9",
     "python-dotenv==1.0.0",
     "python-magic==0.4.27",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     "-e unstract-connectors @ file:///${PROJECT_ROOT}/unstract/connectors",
     "-e unstract-core @ file:///${PROJECT_ROOT}/unstract/core",
     "-e unstract-flags @ file:///${PROJECT_ROOT}/unstract/flags",
diff --git a/tools/classifier/requirements.txt b/tools/classifier/requirements.txt
index 625789cc3..fd8618df9 100644
--- a/tools/classifier/requirements.txt
+++ b/tools/classifier/requirements.txt
@@ -1,6 +1,6 @@
 # Add your dependencies here
 
 # Required for all unstract tools
-unstract-sdk~=0.54.0rc12
+unstract-sdk~=0.55.0rc2
 # Required for remote storage support
 s3fs[boto3]==2024.6.0
diff --git a/tools/classifier/src/config/properties.json b/tools/classifier/src/config/properties.json
index 90a89371d..d833d1dfc 100644
--- a/tools/classifier/src/config/properties.json
+++ b/tools/classifier/src/config/properties.json
@@ -2,7 +2,7 @@
   "schemaVersion": "0.0.1",
   "displayName": "File Classifier",
   "functionName": "classify",
-  "toolVersion": "0.0.45",
+  "toolVersion": "0.0.46",
   "description": "Classifies a file into a bin based on its contents",
   "input": {
     "description": "File to be classified"
diff --git a/tools/structure/requirements.txt b/tools/structure/requirements.txt
index 625789cc3..fd8618df9 100644
--- a/tools/structure/requirements.txt
+++ b/tools/structure/requirements.txt
@@ -1,6 +1,6 @@
 # Add your dependencies here
 
 # Required for all unstract tools
-unstract-sdk~=0.54.0rc12
+unstract-sdk~=0.55.0rc2
 # Required for remote storage support
 s3fs[boto3]==2024.6.0
diff --git a/tools/structure/src/config/properties.json b/tools/structure/src/config/properties.json
index 4186df487..fcabcede2 100644
--- a/tools/structure/src/config/properties.json
+++ b/tools/structure/src/config/properties.json
@@ -2,7 +2,7 @@
   "schemaVersion": "0.0.1",
   "displayName": "Structure Tool",
   "functionName": "structure_tool",
-  "toolVersion": "0.0.55",
+  "toolVersion": "0.0.56",
   "description": "This is a template tool which can answer set of input prompts designed in the Prompt Studio",
   "input": {
     "description": "File that needs to be indexed and parsed for answers"
diff --git a/tools/text_extractor/requirements.txt b/tools/text_extractor/requirements.txt
index 625789cc3..fd8618df9 100644
--- a/tools/text_extractor/requirements.txt
+++ b/tools/text_extractor/requirements.txt
@@ -1,6 +1,6 @@
 # Add your dependencies here
 
 # Required for all unstract tools
-unstract-sdk~=0.54.0rc12
+unstract-sdk~=0.55.0rc2
 # Required for remote storage support
 s3fs[boto3]==2024.6.0
diff --git a/tools/text_extractor/src/config/properties.json b/tools/text_extractor/src/config/properties.json
index 09718a7ef..32293c88b 100644
--- a/tools/text_extractor/src/config/properties.json
+++ b/tools/text_extractor/src/config/properties.json
@@ -2,7 +2,7 @@
   "schemaVersion": "0.0.1",
   "displayName": "Text Extractor",
   "functionName": "text_extractor",
-  "toolVersion": "0.0.42",
+  "toolVersion": "0.0.43",
   "description": "The Text Extractor is a powerful tool designed to convert documents to its text form or Extract texts from documents",
   "input": {
     "description": "Document"
diff --git a/unstract/core/pdm.lock b/unstract/core/pdm.lock
index 45013fbf1..2161fbe3c 100644
--- a/unstract/core/pdm.lock
+++ b/unstract/core/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:e71de2d2c54ff0be034448ecaf502b179a921cfcde1f445c1a2773a625c1bf6d"
+content_hash = "sha256:3db5893a549ed3a6b1f8368cd967e2a0d54424631a88749c3d67b509074d902e"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -20,7 +20,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.10"
+version = "3.11.11"
 requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["default"]
@@ -35,52 +35,52 @@ dependencies = [
     "yarl<2.0,>=1.17.0",
 ]
 files = [
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-    {file = "aiohttp-3.11.10-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9e2e576caec5c6a6b93f41626c9c02fc87cd91538b81a3670b2e04452a63def6"},
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 summary = "High level compatibility layer for multiple asynchronous event loop implementations"
 groups = ["default"]
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 name = "click"
-version = "8.1.7"
+version = "8.1.8"
 requires_python = ">=3.7"
 summary = "Composable command line interface toolkit"
 groups = ["default"]
@@ -370,8 +364,8 @@ dependencies = [
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+requires_python = ">=3.8"
+summary = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+groups = ["default"]
+marker = "python_version < \"3.10\""
+files = [
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+summary = "Infer file type and MIME type of any file/buffer. No external dependencies."
+groups = ["default"]
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+
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 name = "frozenlist"
 version = "1.5.0"
@@ -545,13 +561,13 @@ files = [
 
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 name = "fsspec"
-version = "2024.10.0"
+version = "2024.12.0"
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 ]
 
 [[package]]
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-version = "0.1.6"
+version = "0.1.9"
 requires_python = "<4,>=3.8"
 summary = ""
 groups = ["default"]
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+requires_python = "<4.0,>=3.9"
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 dependencies = [
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 [[package]]
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+requires_python = "<4.0,>=3.9"
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 groups = ["default"]
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 [[package]]
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+version = "0.12.11"
+requires_python = "<4.0,>=3.9"
 summary = "Interface between LLMs and your data"
 groups = ["default"]
 dependencies = [
@@ -815,17 +832,18 @@ dependencies = [
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     "deprecated>=1.2.9.3",
     "dirtyjson<2.0.0,>=1.0.8",
+    "eval-type-backport<0.3.0,>=0.2.0; python_version < \"3.10\"",
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-    "numpy<2.0.0",
-    "openai>=1.1.0",
-    "pandas",
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     "tqdm<5.0.0,>=4.66.1",
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@@ -833,198 +851,171 @@ dependencies = [
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 [[package]]
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+version = "0.3.1"
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 summary = "llama-index embeddings openai integration"
 groups = ["default"]
 dependencies = [
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 [[package]]
 name = "llama-index-indices-managed-llama-cloud"
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-requires_python = "<4.0,>=3.8.1"
+version = "0.6.3"
+requires_python = "<4.0,>=3.9"
 summary = "llama-index indices llama-cloud integration"
 groups = ["default"]
 dependencies = [
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-    "llama-index-core<0.11.0,>=0.10.48.post1",
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 ]
 
 [[package]]
diff --git a/unstract/core/pyproject.toml b/unstract/core/pyproject.toml
index 251779a34..e74f087b8 100644
--- a/unstract/core/pyproject.toml
+++ b/unstract/core/pyproject.toml
@@ -12,8 +12,8 @@ authors = [
 dependencies = [
     "boto3~=1.34.0",
     "botocore~=1.34.0",
-    "llama-index==0.10.58",
-    "llama-index-llms-azure-openai==0.1.10",
+    "llama-index==0.12.8",
+    "llama-index-llms-azure-openai==0.3.0",
     "redis~=5.2.1",
     "requests==2.31.0",
     "kombu==5.3.7",
diff --git a/unstract/filesystem/pyproject.toml b/unstract/filesystem/pyproject.toml
index aa4f9a2c5..bc90725da 100644
--- a/unstract/filesystem/pyproject.toml
+++ b/unstract/filesystem/pyproject.toml
@@ -10,7 +10,7 @@ authors = [
     {name = "Zipstack Inc.", email = "devsupport@zipstack.com"},
 ]
 dependencies = [
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
 ]
 requires-python = ">=3.9,<3.11.1"
 readme = "README.md"
diff --git a/unstract/tool-registry/pyproject.toml b/unstract/tool-registry/pyproject.toml
index 41aba1648..053f3b7a6 100644
--- a/unstract/tool-registry/pyproject.toml
+++ b/unstract/tool-registry/pyproject.toml
@@ -13,7 +13,7 @@ dependencies = [
     "docker~=6.1.3",
     "jsonschema~=4.18.2",
     "PyYAML~=6.0.1",
-    "unstract-sdk~=0.54.0rc12",
+    "unstract-sdk~=0.55.0rc2",
     # ! IMPORTANT!
     # Local dependencies usually need to be added as:
     # https://pdm-project.org/latest/usage/dependency/#local-dependencies
diff --git a/unstract/tool-registry/tool_registry_config/public_tools.json b/unstract/tool-registry/tool_registry_config/public_tools.json
index 684e8268a..eec0a0fd9 100644
--- a/unstract/tool-registry/tool_registry_config/public_tools.json
+++ b/unstract/tool-registry/tool_registry_config/public_tools.json
@@ -5,7 +5,7 @@
             "schemaVersion": "0.0.1",
             "displayName": "File Classifier",
             "functionName": "classify",
-            "toolVersion": "0.0.45",
+            "toolVersion": "0.0.46",
             "description": "Classifies a file into a bin based on its contents",
             "input": {
                 "description": "File to be classified"
@@ -106,9 +106,9 @@
             "properties": {}
         },
         "icon": "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n<svg\n   enable-background=\"new 0 0 20 20\"\n   height=\"48\"\n   viewBox=\"0 0 20 20\"\n   width=\"48\"\n   fill=\"#000000\"\n   version=\"1.1\"\n   id=\"svg8109\"\n   sodipodi:docname=\"folder_copy_black_48dp.svg\"\n   xmlns:inkscape=\"http://www.inkscape.org/namespaces/inkscape\"\n   xmlns:sodipodi=\"http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd\"\n   xmlns=\"http://www.w3.org/2000/svg\"\n   xmlns:svg=\"http://www.w3.org/2000/svg\">\n  <defs\n     id=\"defs8113\" />\n  <sodipodi:namedview\n     id=\"namedview8111\"\n     pagecolor=\"#ffffff\"\n     bordercolor=\"#000000\"\n     borderopacity=\"0.25\"\n     inkscape:showpageshadow=\"2\"\n     inkscape:pageopacity=\"0.0\"\n     inkscape:pagecheckerboard=\"0\"\n     inkscape:deskcolor=\"#d1d1d1\"\n     showgrid=\"false\" />\n  <g\n     id=\"g8099\">\n    <rect\n       fill=\"none\"\n       height=\"20\"\n       width=\"20\"\n       x=\"0\"\n       id=\"rect8097\"\n       y=\"0\" />\n  </g>\n  <g\n     id=\"g8107\"\n     style=\"fill:#ff4d6d;fill-opacity:1\">\n    <g\n       id=\"g8105\"\n       style=\"fill:#ff4d6d;fill-opacity:1\">\n      <path\n         d=\"M 2.5,5 H 1 V 15.5 C 1,16.33 1.67,17 2.5,17 H 15.68 V 15.5 H 2.5 Z\"\n         id=\"path8101\"\n         style=\"fill:#ff4d6d;fill-opacity:1\" />\n      <path\n         d=\"M 16.5,4 H 11 L 9,2 H 5.5 C 4.67,2 4,2.67 4,3.5 v 9 C 4,13.33 4.67,14 5.5,14 h 11 c 0.83,0 1.5,-0.67 1.5,-1.5 v -7 C 18,4.67 17.33,4 16.5,4 Z m 0,8.5 h -11 v -9 h 2.88 l 2,2 h 6.12 z\"\n         id=\"path8103\"\n         style=\"fill:#ff4d6d;fill-opacity:1\" />\n    </g>\n  </g>\n</svg>\n",
-        "image_url": "docker:unstract/tool-classifier:0.0.45",
+        "image_url": "docker:unstract/tool-classifier:0.0.46",
         "image_name": "unstract/tool-classifier",
-        "image_tag": "0.0.45"
+        "image_tag": "0.0.46"
     },
     "text_extractor": {
         "tool_uid": "text_extractor",
@@ -116,7 +116,7 @@
             "schemaVersion": "0.0.1",
             "displayName": "Text Extractor",
             "functionName": "text_extractor",
-            "toolVersion": "0.0.42",
+            "toolVersion": "0.0.43",
             "description": "The Text Extractor is a powerful tool designed to convert documents to its text form or Extract texts from documents",
             "input": {
                 "description": "Document"
@@ -191,8 +191,8 @@
             }
         },
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