From 4a53912f184275960eabfa4f91ccef21b2d56962 Mon Sep 17 00:00:00 2001
From: Deepak K <89829542+Deepak-Kesavan@users.noreply.github.com>
Date: Wed, 20 Nov 2024 10:05:52 +0530
Subject: [PATCH 1/7] FIX: Updated changes for highlight (#848)

* Updated changes for highlight

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Fixes in structure tool

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Version bump

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Fixed log message

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Commit pdm.lock changes

* pdm.lock fix

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Commit pdm.lock changes

* Minor fix

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>

* Commit pdm.lock changes

---------

Signed-off-by: Deepak <89829542+Deepak-Kesavan@users.noreply.github.com>
Signed-off-by: Deepak K <89829542+Deepak-Kesavan@users.noreply.github.com>
Co-authored-by: Deepak-Kesavan <Deepak-Kesavan@users.noreply.github.com>
---
 backend/pdm.lock                              | 176 +++++++++--------
 .../prompt_studio_core_v2/constants.py        |   1 +
 .../prompt_studio_helper.py                   |   1 +
 backend/pyproject.toml                        |   2 +-
 backend/sample.env                            |   4 +-
 pdm.lock                                      | 182 +++++++++---------
 platform-service/pdm.lock                     | 114 +++++------
 prompt-service/pdm.lock                       | 120 ++++++------
 prompt-service/pyproject.toml                 |   2 +-
 .../src/unstract/prompt_service/constants.py  |   4 +-
 .../src/unstract/prompt_service/helper.py     |  31 ++-
 .../src/unstract/prompt_service/main.py       |   2 +
 pyproject.toml                                |   2 +-
 tools/structure/requirements.txt              |   2 +-
 tools/structure/src/constants.py              |   1 +
 tools/structure/src/main.py                   |  12 +-
 unstract/tool-registry/pyproject.toml         |   2 +-
 17 files changed, 328 insertions(+), 330 deletions(-)

diff --git a/backend/pdm.lock b/backend/pdm.lock
index dd09977ef..c540ec0a8 100644
--- a/backend/pdm.lock
+++ b/backend/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "deploy", "dev", "test"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:8bf00837ddf32a6d4773cb75f4867f87a68aa36a53807a981f49caf1c21e1cc8"
+content_hash = "sha256:61a0bfb857d8ed2d2d146aa7521997de0341817eed13aca5c93d8b91bbae1d34"
 
 [[package]]
 name = "adlfs"
@@ -72,7 +72,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.2"
+version = "3.11.6"
 requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["default", "dev"]
@@ -87,52 +87,52 @@ dependencies = [
     "yarl<2.0,>=1.17.0",
 ]
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+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b032bd6cf7422583bf44f233f4a1489fee53c6d35920123a208adc54e2aba41e"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:04fe2d99acbc5cf606f75d7347bf3a027c24c27bc052d470fb156f4cfcea5739"},
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+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c33cbbe97dc94a34d1295a7bb68f82727bcbff2b284f73ae7e58ecc05903da97"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:19e4fb9ac727834b003338dcdd27dcfe0de4fb44082b01b34ed0ab67c3469fc9"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:a97f6b2afbe1d27220c0c14ea978e09fb4868f462ef3d56d810d206bd2e057a2"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:c3f7afeea03a9bc49be6053dfd30809cd442cc12627d6ca08babd1c1f9e04ccf"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:0d10967600ce5bb69ddcb3e18d84b278efb5199d8b24c3c71a4959c2f08acfd0"},
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+    {file = "aiohttp-3.11.6-cp39-cp39-win32.whl", hash = "sha256:4d2b75333deb5c5f61bac5a48bba3dbc142eebbd3947d98788b6ef9cc48628ae"},
+    {file = "aiohttp-3.11.6-cp39-cp39-win_amd64.whl", hash = "sha256:8908c235421972a2e02abcef87d16084aabfe825d14cc9a1debd609b3cfffbea"},
+    {file = "aiohttp-3.11.6.tar.gz", hash = "sha256:fd9f55c1b51ae1c20a1afe7216a64a88d38afee063baa23c7fce03757023c999"},
 ]
 
 [[package]]
@@ -440,38 +440,36 @@ files = [
 
 [[package]]
 name = "bcrypt"
-version = "4.2.0"
+version = "4.2.1"
 requires_python = ">=3.7"
 summary = "Modern password hashing for your software and your servers"
 groups = ["default", "dev"]
 files = [
-    {file = "bcrypt-4.2.0-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:096a15d26ed6ce37a14c1ac1e48119660f21b24cba457f160a4b830f3fe6b5cb"},
-    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c02d944ca89d9b1922ceb8a46460dd17df1ba37ab66feac4870f6862a1533c00"},
-    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1d84cf6d877918620b687b8fd1bf7781d11e8a0998f576c7aa939776b512b98d"},
-    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1bb429fedbe0249465cdd85a58e8376f31bb315e484f16e68ca4c786dcc04291"},
-    {file = "bcrypt-4.2.0-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:655ea221910bcac76ea08aaa76df427ef8625f92e55a8ee44fbf7753dbabb328"},
-    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:1ee38e858bf5d0287c39b7a1fc59eec64bbf880c7d504d3a06a96c16e14058e7"},
-    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:0da52759f7f30e83f1e30a888d9163a81353ef224d82dc58eb5bb52efcabc399"},
-    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:3698393a1b1f1fd5714524193849d0c6d524d33523acca37cd28f02899285060"},
-    {file = "bcrypt-4.2.0-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:762a2c5fb35f89606a9fde5e51392dad0cd1ab7ae64149a8b935fe8d79dd5ed7"},
-    {file = "bcrypt-4.2.0-cp37-abi3-win32.whl", hash = "sha256:5a1e8aa9b28ae28020a3ac4b053117fb51c57a010b9f969603ed885f23841458"},
-    {file = "bcrypt-4.2.0-cp37-abi3-win_amd64.whl", hash = "sha256:8f6ede91359e5df88d1f5c1ef47428a4420136f3ce97763e31b86dd8280fbdf5"},
-    {file = "bcrypt-4.2.0-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:c52aac18ea1f4a4f65963ea4f9530c306b56ccd0c6f8c8da0c06976e34a6e841"},
-    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3bbbfb2734f0e4f37c5136130405332640a1e46e6b23e000eeff2ba8d005da68"},
-    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3413bd60460f76097ee2e0a493ccebe4a7601918219c02f503984f0a7ee0aebe"},
-    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:8d7bb9c42801035e61c109c345a28ed7e84426ae4865511eb82e913df18f58c2"},
-    {file = "bcrypt-4.2.0-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:3d3a6d28cb2305b43feac298774b997e372e56c7c7afd90a12b3dc49b189151c"},
-    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:9c1c4ad86351339c5f320ca372dfba6cb6beb25e8efc659bedd918d921956bae"},
-    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:27fe0f57bb5573104b5a6de5e4153c60814c711b29364c10a75a54bb6d7ff48d"},
-    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:8ac68872c82f1add6a20bd489870c71b00ebacd2e9134a8aa3f98a0052ab4b0e"},
-    {file = "bcrypt-4.2.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:cb2a8ec2bc07d3553ccebf0746bbf3d19426d1c6d1adbd4fa48925f66af7b9e8"},
-    {file = "bcrypt-4.2.0-cp39-abi3-win32.whl", hash = "sha256:77800b7147c9dc905db1cba26abe31e504d8247ac73580b4aa179f98e6608f34"},
-    {file = "bcrypt-4.2.0-cp39-abi3-win_amd64.whl", hash = "sha256:61ed14326ee023917ecd093ee6ef422a72f3aec6f07e21ea5f10622b735538a9"},
-    {file = "bcrypt-4.2.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:39e1d30c7233cfc54f5c3f2c825156fe044efdd3e0b9d309512cc514a263ec2a"},
-    {file = "bcrypt-4.2.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:f4f4acf526fcd1c34e7ce851147deedd4e26e6402369304220250598b26448db"},
-    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:1ff39b78a52cf03fdf902635e4c81e544714861ba3f0efc56558979dd4f09170"},
-    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:373db9abe198e8e2c70d12b479464e0d5092cc122b20ec504097b5f2297ed184"},
-    {file = "bcrypt-4.2.0.tar.gz", hash = "sha256:cf69eaf5185fd58f268f805b505ce31f9b9fc2d64b376642164e9244540c1221"},
+    {file = "bcrypt-4.2.1-cp37-abi3-macosx_10_12_universal2.whl", hash = "sha256:1340411a0894b7d3ef562fb233e4b6ed58add185228650942bdc885362f32c17"},
+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1ee315739bc8387aa36ff127afc99120ee452924e0df517a8f3e4c0187a0f5f"},
+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dbd0747208912b1e4ce730c6725cb56c07ac734b3629b60d4398f082ea718ad"},
+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:aaa2e285be097050dba798d537b6efd9b698aa88eef52ec98d23dcd6d7cf6fea"},
+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:76d3e352b32f4eeb34703370e370997065d28a561e4a18afe4fef07249cb4396"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:b7703ede632dc945ed1172d6f24e9f30f27b1b1a067f32f68bf169c5f08d0425"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:89df2aea2c43be1e1fa066df5f86c8ce822ab70a30e4c210968669565c0f4685"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:04e56e3fe8308a88b77e0afd20bec516f74aecf391cdd6e374f15cbed32783d6"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:cfdf3d7530c790432046c40cda41dfee8c83e29482e6a604f8930b9930e94139"},
+    {file = "bcrypt-4.2.1-cp37-abi3-win32.whl", hash = "sha256:adadd36274510a01f33e6dc08f5824b97c9580583bd4487c564fc4617b328005"},
+    {file = "bcrypt-4.2.1-cp37-abi3-win_amd64.whl", hash = "sha256:8c458cd103e6c5d1d85cf600e546a639f234964d0228909d8f8dbeebff82d526"},
+    {file = "bcrypt-4.2.1-cp39-abi3-macosx_10_12_universal2.whl", hash = "sha256:8ad2f4528cbf0febe80e5a3a57d7a74e6635e41af1ea5675282a33d769fba413"},
+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:909faa1027900f2252a9ca5dfebd25fc0ef1417943824783d1c8418dd7d6df4a"},
+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cde78d385d5e93ece5479a0a87f73cd6fa26b171c786a884f955e165032b262c"},
+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:533e7f3bcf2f07caee7ad98124fab7499cb3333ba2274f7a36cf1daee7409d99"},
+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:687cf30e6681eeda39548a93ce9bfbb300e48b4d445a43db4298d2474d2a1e54"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:041fa0155c9004eb98a232d54da05c0b41d4b8e66b6fc3cb71b4b3f6144ba837"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f85b1ffa09240c89aa2e1ae9f3b1c687104f7b2b9d2098da4e923f1b7082d331"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c6f5fa3775966cca251848d4d5393ab016b3afed251163c1436fefdec3b02c84"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:807261df60a8b1ccd13e6599c779014a362ae4e795f5c59747f60208daddd96d"},
+    {file = "bcrypt-4.2.1-cp39-abi3-win32.whl", hash = "sha256:b588af02b89d9fad33e5f98f7838bf590d6d692df7153647724a7f20c186f6bf"},
+    {file = "bcrypt-4.2.1-cp39-abi3-win_amd64.whl", hash = "sha256:e84e0e6f8e40a242b11bce56c313edc2be121cec3e0ec2d76fce01f6af33c07c"},
+    {file = "bcrypt-4.2.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:76132c176a6d9953cdc83c296aeaed65e1a708485fd55abf163e0d9f8f16ce0e"},
+    {file = "bcrypt-4.2.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:e158009a54c4c8bc91d5e0da80920d048f918c61a581f0a63e4e93bb556d362f"},
+    {file = "bcrypt-4.2.1.tar.gz", hash = "sha256:6765386e3ab87f569b276988742039baab087b2cdb01e809d74e74503c2faafe"},
 ]
 
 [[package]]
@@ -1450,7 +1448,7 @@ files = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.72.0"
+version = "1.73.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["default", "dev"]
@@ -1468,8 +1466,8 @@ dependencies = [
     "shapely<3.0.0dev",
 ]
 files = [
-    {file = "google_cloud_aiplatform-1.72.0-py2.py3-none-any.whl", hash = "sha256:a75dbeda47eaecb7bb2b1801b9c8dfe72a14f76a649525cdff496646214a7afb"},
-    {file = "google_cloud_aiplatform-1.72.0.tar.gz", hash = "sha256:50611d3d51ff92d80f866e5e0f145daac9d943499c6d715250a9947eca4774f2"},
+    {file = "google_cloud_aiplatform-1.73.0-py2.py3-none-any.whl", hash = "sha256:6f9aebc1cb2277048093f17214c5f4ec9129fa347b8b22d784f780b12b8865a9"},
+    {file = "google_cloud_aiplatform-1.73.0.tar.gz", hash = "sha256:687d4d6dd26439db42d38b835ea0da7ebb75c20ca8e17666669536b253637e74"},
 ]
 
 [[package]]
@@ -2722,7 +2720,7 @@ files = [
 
 [[package]]
 name = "msal"
-version = "1.31.0"
+version = "1.31.1"
 requires_python = ">=3.7"
 summary = "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."
 groups = ["default", "dev"]
@@ -2732,8 +2730,8 @@ dependencies = [
     "requests<3,>=2.0.0",
 ]
 files = [
-    {file = "msal-1.31.0-py3-none-any.whl", hash = "sha256:96bc37cff82ebe4b160d5fc0f1196f6ca8b50e274ecd0ec5bf69c438514086e7"},
-    {file = "msal-1.31.0.tar.gz", hash = "sha256:2c4f189cf9cc8f00c80045f66d39b7c0f3ed45873fd3d1f2af9f22db2e12ff4b"},
+    {file = "msal-1.31.1-py3-none-any.whl", hash = "sha256:29d9882de247e96db01386496d59f29035e5e841bcac892e6d7bf4390bf6bd17"},
+    {file = "msal-1.31.1.tar.gz", hash = "sha256:11b5e6a3f802ffd3a72107203e20c4eac6ef53401961b880af2835b723d80578"},
 ]
 
 [[package]]
@@ -2959,7 +2957,7 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.54.4"
+version = "1.54.5"
 requires_python = ">=3.8"
 summary = "The official Python library for the openai API"
 groups = ["default", "dev"]
@@ -2974,8 +2972,8 @@ dependencies = [
     "typing-extensions<5,>=4.11",
 ]
 files = [
-    {file = "openai-1.54.4-py3-none-any.whl", hash = "sha256:0d95cef99346bf9b6d7fbf57faf61a673924c3e34fa8af84c9ffe04660673a7e"},
-    {file = "openai-1.54.4.tar.gz", hash = "sha256:50f3656e45401c54e973fa05dc29f3f0b0d19348d685b2f7ddb4d92bf7b1b6bf"},
+    {file = "openai-1.54.5-py3-none-any.whl", hash = "sha256:f55a4450f38501814b53e76311ed7845a6f7f35bab46d0fb2a3728035d7a72d8"},
+    {file = "openai-1.54.5.tar.gz", hash = "sha256:2aab4f9755a3e1e04d8a45ac1f4ce7b6948bab76646020c6386256d7e5cbb7e0"},
 ]
 
 [[package]]
@@ -4990,7 +4988,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
-version = "0.53.1"
+version = "0.53.2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["default", "dev"]
@@ -5029,8 +5027,8 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
-    {file = "unstract_sdk-0.53.1-py3-none-any.whl", hash = "sha256:2d4f343d83f7b83a9d603645e631b24d780bb1a2edec5a8f6a7f58fb054ce677"},
-    {file = "unstract_sdk-0.53.1.tar.gz", hash = "sha256:f35d2f431a10c300433119cd5c37cd792383299f982afe49925ed5a03a4d5e00"},
+    {file = "unstract_sdk-0.53.2-py3-none-any.whl", hash = "sha256:cd1f766b0acc06f1f03bb09abb4706e85c2f97a3a97966a90258b30f637a633a"},
+    {file = "unstract_sdk-0.53.2.tar.gz", hash = "sha256:fd216149e9be8e3141e96d7e58a544450a387f4d8d223ea25183d5cd6dd6bba3"},
 ]
 
 [[package]]
@@ -5045,7 +5043,7 @@ dependencies = [
     "PyYAML~=6.0.1",
     "docker~=6.1.3",
     "jsonschema~=4.18.2",
-    "unstract-sdk~=0.53.1",
+    "unstract-sdk~=0.53.2",
     "unstract-tool-sandbox",
 ]
 
diff --git a/backend/prompt_studio/prompt_studio_core_v2/constants.py b/backend/prompt_studio/prompt_studio_core_v2/constants.py
index 9838892f2..cb335b90f 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/constants.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/constants.py
@@ -94,6 +94,7 @@ class ToolStudioPromptKeys:
     SUMMARIZE_AS_SOURCE = "summarize_as_source"
     VARIABLE_MAP = "variable_map"
     RECORD = "record"
+    FILE_PATH = "file_path"
     ENABLE_HIGHLIGHT = "enable_highlight"
 
 
diff --git a/backend/prompt_studio/prompt_studio_core_v2/prompt_studio_helper.py b/backend/prompt_studio/prompt_studio_core_v2/prompt_studio_helper.py
index aef8fc012..c895028eb 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/prompt_studio_helper.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/prompt_studio_helper.py
@@ -824,6 +824,7 @@ def _fetch_response(
             TSPKeys.RUN_ID: run_id,
             TSPKeys.FILE_NAME: doc_name,
             TSPKeys.FILE_HASH: file_hash,
+            TSPKeys.FILE_PATH: doc_path,
             Common.LOG_EVENTS_ID: StateStore.get(Common.LOG_EVENTS_ID),
         }
 
diff --git a/backend/pyproject.toml b/backend/pyproject.toml
index b0676c0be..70da41105 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~=0.53.1",
+    "unstract-sdk~=0.53.2",
     # ! 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 8c7c4192a..f91496da3 100644
--- a/backend/sample.env
+++ b/backend/sample.env
@@ -81,9 +81,9 @@ PROMPT_STUDIO_FILE_PATH=/app/prompt-studio-data
 
 # Structure Tool Image (Runs prompt studio exported tools)
 # https://hub.docker.com/r/unstract/tool-structure
-STRUCTURE_TOOL_IMAGE_URL="docker:unstract/tool-structure:0.0.48"
+STRUCTURE_TOOL_IMAGE_URL="docker:unstract/tool-structure:0.0.49"
 STRUCTURE_TOOL_IMAGE_NAME="unstract/tool-structure"
-STRUCTURE_TOOL_IMAGE_TAG="0.0.48"
+STRUCTURE_TOOL_IMAGE_TAG="0.0.49"
 
 # Feature Flags
 EVALUATION_SERVER_IP=unstract-flipt
diff --git a/pdm.lock b/pdm.lock
index fab35d48e..8be32a9f6 100644
--- a/pdm.lock
+++ b/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "hook-check-django-migrations", "lint"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:79c6f819a4ff429467ae80621626408dd36c92cac320a193bd9295a5621d2e39"
+content_hash = "sha256:55f09a0d83ddad4c4f7fb14cbf96074159556f629db1d9754512287e25d5668c"
 
 [[package]]
 name = "adlfs"
@@ -72,7 +72,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.2"
+version = "3.11.6"
 requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["hook-check-django-migrations"]
@@ -87,52 +87,52 @@ dependencies = [
     "yarl<2.0,>=1.17.0",
 ]
 files = [
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-    {file = "aiohttp-3.11.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:73a664478ae1ea011b5a710fb100b115ca8b2146864fa0ce4143ff944df714b8"},
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 ]
 
 [[package]]
@@ -417,38 +417,36 @@ files = [
 
 [[package]]
 name = "bcrypt"
-version = "4.2.0"
+version = "4.2.1"
 requires_python = ">=3.7"
 summary = "Modern password hashing for your software and your servers"
 groups = ["hook-check-django-migrations"]
 files = [
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-    {file = "bcrypt-4.2.0-pp39-pypy39_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:373db9abe198e8e2c70d12b479464e0d5092cc122b20ec504097b5f2297ed184"},
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+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:b1ee315739bc8387aa36ff127afc99120ee452924e0df517a8f3e4c0187a0f5f"},
+    {file = "bcrypt-4.2.1-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8dbd0747208912b1e4ce730c6725cb56c07ac734b3629b60d4398f082ea718ad"},
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+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:b7703ede632dc945ed1172d6f24e9f30f27b1b1a067f32f68bf169c5f08d0425"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:89df2aea2c43be1e1fa066df5f86c8ce822ab70a30e4c210968669565c0f4685"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:04e56e3fe8308a88b77e0afd20bec516f74aecf391cdd6e374f15cbed32783d6"},
+    {file = "bcrypt-4.2.1-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:cfdf3d7530c790432046c40cda41dfee8c83e29482e6a604f8930b9930e94139"},
+    {file = "bcrypt-4.2.1-cp37-abi3-win32.whl", hash = "sha256:adadd36274510a01f33e6dc08f5824b97c9580583bd4487c564fc4617b328005"},
+    {file = "bcrypt-4.2.1-cp37-abi3-win_amd64.whl", hash = "sha256:8c458cd103e6c5d1d85cf600e546a639f234964d0228909d8f8dbeebff82d526"},
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+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cde78d385d5e93ece5479a0a87f73cd6fa26b171c786a884f955e165032b262c"},
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+    {file = "bcrypt-4.2.1-cp39-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:687cf30e6681eeda39548a93ce9bfbb300e48b4d445a43db4298d2474d2a1e54"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_1_aarch64.whl", hash = "sha256:041fa0155c9004eb98a232d54da05c0b41d4b8e66b6fc3cb71b4b3f6144ba837"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_1_x86_64.whl", hash = "sha256:f85b1ffa09240c89aa2e1ae9f3b1c687104f7b2b9d2098da4e923f1b7082d331"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:c6f5fa3775966cca251848d4d5393ab016b3afed251163c1436fefdec3b02c84"},
+    {file = "bcrypt-4.2.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:807261df60a8b1ccd13e6599c779014a362ae4e795f5c59747f60208daddd96d"},
+    {file = "bcrypt-4.2.1-cp39-abi3-win32.whl", hash = "sha256:b588af02b89d9fad33e5f98f7838bf590d6d692df7153647724a7f20c186f6bf"},
+    {file = "bcrypt-4.2.1-cp39-abi3-win_amd64.whl", hash = "sha256:e84e0e6f8e40a242b11bce56c313edc2be121cec3e0ec2d76fce01f6af33c07c"},
+    {file = "bcrypt-4.2.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:76132c176a6d9953cdc83c296aeaed65e1a708485fd55abf163e0d9f8f16ce0e"},
+    {file = "bcrypt-4.2.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:e158009a54c4c8bc91d5e0da80920d048f918c61a581f0a63e4e93bb556d362f"},
+    {file = "bcrypt-4.2.1.tar.gz", hash = "sha256:6765386e3ab87f569b276988742039baab087b2cdb01e809d74e74503c2faafe"},
 ]
 
 [[package]]
@@ -1449,7 +1447,7 @@ files = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.72.0"
+version = "1.73.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["hook-check-django-migrations"]
@@ -1467,8 +1465,8 @@ dependencies = [
     "shapely<3.0.0dev",
 ]
 files = [
-    {file = "google_cloud_aiplatform-1.72.0-py2.py3-none-any.whl", hash = "sha256:a75dbeda47eaecb7bb2b1801b9c8dfe72a14f76a649525cdff496646214a7afb"},
-    {file = "google_cloud_aiplatform-1.72.0.tar.gz", hash = "sha256:50611d3d51ff92d80f866e5e0f145daac9d943499c6d715250a9947eca4774f2"},
+    {file = "google_cloud_aiplatform-1.73.0-py2.py3-none-any.whl", hash = "sha256:6f9aebc1cb2277048093f17214c5f4ec9129fa347b8b22d784f780b12b8865a9"},
+    {file = "google_cloud_aiplatform-1.73.0.tar.gz", hash = "sha256:687d4d6dd26439db42d38b835ea0da7ebb75c20ca8e17666669536b253637e74"},
 ]
 
 [[package]]
@@ -2718,7 +2716,7 @@ files = [
 
 [[package]]
 name = "msal"
-version = "1.31.0"
+version = "1.31.1"
 requires_python = ">=3.7"
 summary = "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."
 groups = ["hook-check-django-migrations"]
@@ -2728,8 +2726,8 @@ dependencies = [
     "requests<3,>=2.0.0",
 ]
 files = [
-    {file = "msal-1.31.0-py3-none-any.whl", hash = "sha256:96bc37cff82ebe4b160d5fc0f1196f6ca8b50e274ecd0ec5bf69c438514086e7"},
-    {file = "msal-1.31.0.tar.gz", hash = "sha256:2c4f189cf9cc8f00c80045f66d39b7c0f3ed45873fd3d1f2af9f22db2e12ff4b"},
+    {file = "msal-1.31.1-py3-none-any.whl", hash = "sha256:29d9882de247e96db01386496d59f29035e5e841bcac892e6d7bf4390bf6bd17"},
+    {file = "msal-1.31.1.tar.gz", hash = "sha256:11b5e6a3f802ffd3a72107203e20c4eac6ef53401961b880af2835b723d80578"},
 ]
 
 [[package]]
@@ -2979,7 +2977,7 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.54.4"
+version = "1.54.5"
 requires_python = ">=3.8"
 summary = "The official Python library for the openai API"
 groups = ["hook-check-django-migrations"]
@@ -2994,8 +2992,8 @@ dependencies = [
     "typing-extensions<5,>=4.11",
 ]
 files = [
-    {file = "openai-1.54.4-py3-none-any.whl", hash = "sha256:0d95cef99346bf9b6d7fbf57faf61a673924c3e34fa8af84c9ffe04660673a7e"},
-    {file = "openai-1.54.4.tar.gz", hash = "sha256:50f3656e45401c54e973fa05dc29f3f0b0d19348d685b2f7ddb4d92bf7b1b6bf"},
+    {file = "openai-1.54.5-py3-none-any.whl", hash = "sha256:f55a4450f38501814b53e76311ed7845a6f7f35bab46d0fb2a3728035d7a72d8"},
+    {file = "openai-1.54.5.tar.gz", hash = "sha256:2aab4f9755a3e1e04d8a45ac1f4ce7b6948bab76646020c6386256d7e5cbb7e0"},
 ]
 
 [[package]]
@@ -4882,13 +4880,13 @@ files = [
 
 [[package]]
 name = "types-setuptools"
-version = "75.5.0.20241116"
+version = "75.5.0.20241121"
 requires_python = ">=3.8"
 summary = "Typing stubs for setuptools"
 groups = ["lint"]
 files = [
-    {file = "types-setuptools-75.5.0.20241116.tar.gz", hash = "sha256:b6939ffdbc50ffdc0bcfbf14f7a6de1ddc5510906c1ca2bd62c23646e5798b1a"},
-    {file = "types_setuptools-75.5.0.20241116-py3-none-any.whl", hash = "sha256:1144b2ab8fa986061f963391fdbde16df20582e3cc39c94340e71aa61cc7203f"},
+    {file = "types_setuptools-75.5.0.20241121-py3-none-any.whl", hash = "sha256:8ea9489a8a9b98d4eb182d302117cbe1d5ae7c01a864e091b21a9107c2ba186c"},
+    {file = "types_setuptools-75.5.0.20241121.tar.gz", hash = "sha256:47b261411cfca811681183f5371656ebc3d8e722b8ee857276fdb5402e5f6fb3"},
 ]
 
 [[package]]
@@ -5069,7 +5067,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
-version = "0.53.1"
+version = "0.53.2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["hook-check-django-migrations"]
@@ -5108,8 +5106,8 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
-    {file = "unstract_sdk-0.53.1-py3-none-any.whl", hash = "sha256:2d4f343d83f7b83a9d603645e631b24d780bb1a2edec5a8f6a7f58fb054ce677"},
-    {file = "unstract_sdk-0.53.1.tar.gz", hash = "sha256:f35d2f431a10c300433119cd5c37cd792383299f982afe49925ed5a03a4d5e00"},
+    {file = "unstract_sdk-0.53.2-py3-none-any.whl", hash = "sha256:cd1f766b0acc06f1f03bb09abb4706e85c2f97a3a97966a90258b30f637a633a"},
+    {file = "unstract_sdk-0.53.2.tar.gz", hash = "sha256:fd216149e9be8e3141e96d7e58a544450a387f4d8d223ea25183d5cd6dd6bba3"},
 ]
 
 [[package]]
@@ -5124,7 +5122,7 @@ dependencies = [
     "PyYAML~=6.0.1",
     "docker~=6.1.3",
     "jsonschema~=4.18.2",
-    "unstract-sdk~=0.53.1",
+    "unstract-sdk~=0.53.2",
     "unstract-tool-sandbox",
 ]
 
diff --git a/platform-service/pdm.lock b/platform-service/pdm.lock
index d2574adc4..5ebe34f65 100644
--- a/platform-service/pdm.lock
+++ b/platform-service/pdm.lock
@@ -20,7 +20,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.2"
+version = "3.11.6"
 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 = [
-    {file = "aiohttp-3.11.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:783741f534c14957fbe657d62a34b947ec06db23d45a2fd4a8aeb73d9c84d7e6"},
-    {file = "aiohttp-3.11.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:435f7a08d8aa42371a94e7c141205a9cb092ba551084b5e0c57492e6673601a3"},
-    {file = "aiohttp-3.11.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c681f34e2814bc6e1eef49752b338061b94a42c92734d0be9513447d3f83718c"},
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 [[package]]
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+    {file = "boto3-1.35.64.tar.gz", hash = "sha256:bc3fc12b41fa2c91e51ab140f74fb1544408a2b1e00f88a4c2369a66d18ddf20"},
 ]
 
 [[package]]
 name = "botocore"
-version = "1.35.63"
+version = "1.35.64"
 requires_python = ">=3.8"
 summary = "Low-level, data-driven core of boto 3."
 groups = ["default"]
@@ -308,8 +308,8 @@ dependencies = [
     "urllib3<1.27,>=1.25.4; python_version < \"3.10\"",
 ]
 files = [
-    {file = "botocore-1.35.63-py3-none-any.whl", hash = "sha256:0ca1200694a4c0a3fa846795d8e8a08404c214e21195eb9e010c4b8a4ca78a4a"},
-    {file = "botocore-1.35.63.tar.gz", hash = "sha256:2b8196bab0a997d206c3d490b52e779ef47dffb68c57c685443f77293aca1589"},
+    {file = "botocore-1.35.64-py3-none-any.whl", hash = "sha256:bbd96bf7f442b1d5e35b36f501076e4a588c83d8d84a1952e9ee1d767e5efb3e"},
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 ]
 
 [[package]]
@@ -2288,7 +2288,7 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.54.4"
+version = "1.54.5"
 requires_python = ">=3.8"
 summary = "The official Python library for the openai API"
 groups = ["default"]
@@ -2303,8 +2303,8 @@ dependencies = [
     "typing-extensions<5,>=4.11",
 ]
 files = [
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+    {file = "openai-1.54.5.tar.gz", hash = "sha256:2aab4f9755a3e1e04d8a45ac1f4ce7b6948bab76646020c6386256d7e5cbb7e0"},
 ]
 
 [[package]]
diff --git a/prompt-service/pdm.lock b/prompt-service/pdm.lock
index d8f8d0bf5..992b5e294 100644
--- a/prompt-service/pdm.lock
+++ b/prompt-service/pdm.lock
@@ -5,7 +5,7 @@
 groups = ["default", "deploy"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:1ec2bd1421b8fbac6f578bb2edd78238d73cd0cd5003a7c9b8f51a140762cd41"
+content_hash = "sha256:56fd6f1a04a4ebfaddb0095ad877db232d93ed2f2c73f173a8681ee9031d3cc6"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -20,7 +20,7 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.11.2"
+version = "3.11.6"
 requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["default"]
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+    {file = "aiohttp-3.11.6-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:a10200f705f4fff00e148b7f41e5d1d929c7cd4ac523c659171a0ea8284cd6fb"},
+    {file = "aiohttp-3.11.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:b7776ef6901b54dd557128d96c71e412eec0c39ebc07567e405ac98737995aad"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6e5c2a55583cd91936baf73d223807bb93ace6eb1fe54424782690f2707162ab"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b032bd6cf7422583bf44f233f4a1489fee53c6d35920123a208adc54e2aba41e"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:04fe2d99acbc5cf606f75d7347bf3a027c24c27bc052d470fb156f4cfcea5739"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:84a79c366375c2250934d1238abe5d5ea7754c823a1c7df0c52bf0a2bfded6a9"},
+    {file = "aiohttp-3.11.6-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c33cbbe97dc94a34d1295a7bb68f82727bcbff2b284f73ae7e58ecc05903da97"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:19e4fb9ac727834b003338dcdd27dcfe0de4fb44082b01b34ed0ab67c3469fc9"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:a97f6b2afbe1d27220c0c14ea978e09fb4868f462ef3d56d810d206bd2e057a2"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:c3f7afeea03a9bc49be6053dfd30809cd442cc12627d6ca08babd1c1f9e04ccf"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:0d10967600ce5bb69ddcb3e18d84b278efb5199d8b24c3c71a4959c2f08acfd0"},
+    {file = "aiohttp-3.11.6-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:60f2f631b9fe7aa321fa0f0ff3f5d8b9f7f9b72afd4eecef61c33cf1cfea5d58"},
+    {file = "aiohttp-3.11.6-cp39-cp39-win32.whl", hash = "sha256:4d2b75333deb5c5f61bac5a48bba3dbc142eebbd3947d98788b6ef9cc48628ae"},
+    {file = "aiohttp-3.11.6-cp39-cp39-win_amd64.whl", hash = "sha256:8908c235421972a2e02abcef87d16084aabfe825d14cc9a1debd609b3cfffbea"},
+    {file = "aiohttp-3.11.6.tar.gz", hash = "sha256:fd9f55c1b51ae1c20a1afe7216a64a88d38afee063baa23c7fce03757023c999"},
 ]
 
 [[package]]
@@ -785,7 +785,7 @@ files = [
 
 [[package]]
 name = "google-cloud-aiplatform"
-version = "1.72.0"
+version = "1.73.0"
 requires_python = ">=3.8"
 summary = "Vertex AI API client library"
 groups = ["default"]
@@ -803,8 +803,8 @@ dependencies = [
     "shapely<3.0.0dev",
 ]
 files = [
-    {file = "google_cloud_aiplatform-1.72.0-py2.py3-none-any.whl", hash = "sha256:a75dbeda47eaecb7bb2b1801b9c8dfe72a14f76a649525cdff496646214a7afb"},
-    {file = "google_cloud_aiplatform-1.72.0.tar.gz", hash = "sha256:50611d3d51ff92d80f866e5e0f145daac9d943499c6d715250a9947eca4774f2"},
+    {file = "google_cloud_aiplatform-1.73.0-py2.py3-none-any.whl", hash = "sha256:6f9aebc1cb2277048093f17214c5f4ec9129fa347b8b22d784f780b12b8865a9"},
+    {file = "google_cloud_aiplatform-1.73.0.tar.gz", hash = "sha256:687d4d6dd26439db42d38b835ea0da7ebb75c20ca8e17666669536b253637e74"},
 ]
 
 [[package]]
@@ -2059,7 +2059,7 @@ files = [
 
 [[package]]
 name = "msal"
-version = "1.31.0"
+version = "1.31.1"
 requires_python = ">=3.7"
 summary = "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."
 groups = ["default"]
@@ -2069,8 +2069,8 @@ dependencies = [
     "requests<3,>=2.0.0",
 ]
 files = [
-    {file = "msal-1.31.0-py3-none-any.whl", hash = "sha256:96bc37cff82ebe4b160d5fc0f1196f6ca8b50e274ecd0ec5bf69c438514086e7"},
-    {file = "msal-1.31.0.tar.gz", hash = "sha256:2c4f189cf9cc8f00c80045f66d39b7c0f3ed45873fd3d1f2af9f22db2e12ff4b"},
+    {file = "msal-1.31.1-py3-none-any.whl", hash = "sha256:29d9882de247e96db01386496d59f29035e5e841bcac892e6d7bf4390bf6bd17"},
+    {file = "msal-1.31.1.tar.gz", hash = "sha256:11b5e6a3f802ffd3a72107203e20c4eac6ef53401961b880af2835b723d80578"},
 ]
 
 [[package]]
@@ -2250,7 +2250,7 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.54.4"
+version = "1.54.5"
 requires_python = ">=3.8"
 summary = "The official Python library for the openai API"
 groups = ["default"]
@@ -2265,8 +2265,8 @@ dependencies = [
     "typing-extensions<5,>=4.11",
 ]
 files = [
-    {file = "openai-1.54.4-py3-none-any.whl", hash = "sha256:0d95cef99346bf9b6d7fbf57faf61a673924c3e34fa8af84c9ffe04660673a7e"},
-    {file = "openai-1.54.4.tar.gz", hash = "sha256:50f3656e45401c54e973fa05dc29f3f0b0d19348d685b2f7ddb4d92bf7b1b6bf"},
+    {file = "openai-1.54.5-py3-none-any.whl", hash = "sha256:f55a4450f38501814b53e76311ed7845a6f7f35bab46d0fb2a3728035d7a72d8"},
+    {file = "openai-1.54.5.tar.gz", hash = "sha256:2aab4f9755a3e1e04d8a45ac1f4ce7b6948bab76646020c6386256d7e5cbb7e0"},
 ]
 
 [[package]]
@@ -3720,7 +3720,7 @@ dependencies = [
 
 [[package]]
 name = "unstract-sdk"
-version = "0.53.1"
+version = "0.53.2"
 requires_python = "<3.11.1,>=3.9"
 summary = "A framework for writing Unstract Tools/Apps"
 groups = ["default"]
@@ -3759,8 +3759,8 @@ dependencies = [
     "transformers==4.37.0",
 ]
 files = [
-    {file = "unstract_sdk-0.53.1-py3-none-any.whl", hash = "sha256:2d4f343d83f7b83a9d603645e631b24d780bb1a2edec5a8f6a7f58fb054ce677"},
-    {file = "unstract_sdk-0.53.1.tar.gz", hash = "sha256:f35d2f431a10c300433119cd5c37cd792383299f982afe49925ed5a03a4d5e00"},
+    {file = "unstract_sdk-0.53.2-py3-none-any.whl", hash = "sha256:cd1f766b0acc06f1f03bb09abb4706e85c2f97a3a97966a90258b30f637a633a"},
+    {file = "unstract_sdk-0.53.2.tar.gz", hash = "sha256:fd216149e9be8e3141e96d7e58a544450a387f4d8d223ea25183d5cd6dd6bba3"},
 ]
 
 [[package]]
diff --git a/prompt-service/pyproject.toml b/prompt-service/pyproject.toml
index 07ddeb741..9c038e9a2 100644
--- a/prompt-service/pyproject.toml
+++ b/prompt-service/pyproject.toml
@@ -15,7 +15,7 @@ dependencies = [
     "flask~=3.0",
     "llama-index==0.10.58",
     "python-dotenv==1.0.0",
-    "unstract-sdk~=0.53.1",
+    "unstract-sdk~=0.53.2",
     "redis>=5.0.3",
     "unstract-core @ file:///${PROJECT_ROOT}/../unstract/core",
     "unstract-flags @ file:///${PROJECT_ROOT}/../unstract/flags",
diff --git a/prompt-service/src/unstract/prompt_service/constants.py b/prompt-service/src/unstract/prompt_service/constants.py
index 95919c473..e905eec1e 100644
--- a/prompt-service/src/unstract/prompt_service/constants.py
+++ b/prompt-service/src/unstract/prompt_service/constants.py
@@ -62,13 +62,15 @@ class PromptServiceContants:
     TABLE_SETTINGS = "table_settings"
     EPILOGUE = "epilogue"
     PLATFORM_POSTAMBLE = "platform_postamble"
-    EXTRACT_EPILOGUE = "extract-epilogue"
+    HIGHLIGHT_DATA_PLUGIN = "highlight-data"
     CLEAN_CONTEXT = "clean-context"
     SUMMARIZE_AS_SOURCE = "summarize_as_source"
     VARIABLE_MAP = "variable_map"
     RECORD = "record"
     TEXT = "text"
     ENABLE_HIGHLIGHT = "enable_highlight"
+    FILE_PATH = "file_path"
+    HIGHLIGHT_DATA = "highlight_data"
 
 
 class RunLevel(Enum):
diff --git a/prompt-service/src/unstract/prompt_service/helper.py b/prompt-service/src/unstract/prompt_service/helper.py
index 86a780013..cf4ef63cb 100644
--- a/prompt-service/src/unstract/prompt_service/helper.py
+++ b/prompt-service/src/unstract/prompt_service/helper.py
@@ -1,12 +1,11 @@
 import importlib
 import os
-from json import JSONDecodeError
 from logging import Logger
 from pathlib import Path
 from typing import Any, Optional
 
 from dotenv import load_dotenv
-from flask import Flask, current_app, json
+from flask import Flask, current_app
 from unstract.prompt_service.config import db
 from unstract.prompt_service.constants import DBTableV2
 from unstract.prompt_service.constants import PromptServiceContants as PSKeys
@@ -215,6 +214,7 @@ def construct_and_run_prompt(
     context: str,
     prompt: str,
     metadata: dict[str, Any],
+    file_path: str = "",
 ) -> str:
     platform_postamble = tool_settings.get(PSKeys.PLATFORM_POSTAMBLE, "")
     summarize_as_source = tool_settings.get(PSKeys.SUMMARIZE_AS_SOURCE)
@@ -236,6 +236,7 @@ def construct_and_run_prompt(
         prompt_key=output[PSKeys.NAME],
         prompt_type=output.get(PSKeys.TYPE, PSKeys.TEXT),
         enable_highlight=enable_highlight,
+        file_path=file_path,
     )
 
 
@@ -276,29 +277,27 @@ def run_completion(
     prompt_key: Optional[str] = None,
     prompt_type: Optional[str] = PSKeys.TEXT,
     enable_highlight: bool = False,
+    file_path: str = "",
 ) -> str:
     logger: Logger = current_app.logger
     try:
-        extract_epilogue_plugin: dict[str, Any] = plugins.get(
-            PSKeys.EXTRACT_EPILOGUE, {}
+        highlight_data_plugin: dict[str, Any] = plugins.get(
+            PSKeys.HIGHLIGHT_DATA_PLUGIN, {}
         )
-        extract_epilogue = None
-        if extract_epilogue_plugin and enable_highlight:
-            extract_epilogue = extract_epilogue_plugin["entrypoint_cls"].run
+        highlight_data = None
+        if highlight_data_plugin and enable_highlight:
+            highlight_data = highlight_data_plugin["entrypoint_cls"](
+                logger=current_app.logger, file_path=file_path
+            ).run
         completion = llm.complete(
             prompt=prompt,
-            process_text=extract_epilogue,
+            process_text=highlight_data,
             extract_json=prompt_type.lower() != PSKeys.TEXT,
         )
         answer: str = completion[PSKeys.RESPONSE].text
-        epilogue = completion.get(PSKeys.EPILOGUE)
-        if all([metadata, epilogue, prompt_key]):
-            try:
-                logger.info(f"Epilogue extracted from LLM: {epilogue}")
-                epilogue = json.loads(epilogue)
-            except JSONDecodeError:
-                logger.error(f"Failed to convert epilogue to JSON: {epilogue}")
-            metadata.setdefault(PSKeys.EPILOGUE, {})[prompt_key] = epilogue
+        highlight_data = completion.get(PSKeys.HIGHLIGHT_DATA)
+        if all([metadata, highlight_data, prompt_key]):
+            metadata.setdefault(PSKeys.HIGHLIGHT_DATA, {})[prompt_key] = highlight_data
         return answer
     # TODO: Catch and handle specific exception here
     except SdkRateLimitError as e:
diff --git a/prompt-service/src/unstract/prompt_service/main.py b/prompt-service/src/unstract/prompt_service/main.py
index 8ba54d4ef..12c2242e0 100644
--- a/prompt-service/src/unstract/prompt_service/main.py
+++ b/prompt-service/src/unstract/prompt_service/main.py
@@ -100,6 +100,7 @@ def prompt_processor() -> Any:
     tool_id: str = payload.get(PSKeys.TOOL_ID, "")
     run_id: str = payload.get(PSKeys.RUN_ID, "")
     file_hash = payload.get(PSKeys.FILE_HASH)
+    file_path = payload.get(PSKeys.FILE_PATH)
     doc_name = str(payload.get(PSKeys.FILE_NAME, ""))
     log_events_id: str = payload.get(PSKeys.LOG_EVENTS_ID, "")
     structured_output: dict[str, Any] = {}
@@ -327,6 +328,7 @@ def prompt_processor() -> Any:
                     context="\n".join(context),
                     prompt="promptx",
                     metadata=metadata,
+                    file_path=file_path,
                 )
                 metadata[PSKeys.CONTEXT][output[PSKeys.NAME]] = get_cleaned_context(
                     context
diff --git a/pyproject.toml b/pyproject.toml
index 49b562309..db1130f6d 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~=0.53.1",
+    "unstract-sdk~=0.53.2",
     "-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/structure/requirements.txt b/tools/structure/requirements.txt
index 436f2047c..0ebde3751 100644
--- a/tools/structure/requirements.txt
+++ b/tools/structure/requirements.txt
@@ -1,4 +1,4 @@
 # Add your dependencies here
 
 # Required for all unstract tools
-unstract-sdk~=0.53.1
+unstract-sdk~=0.53.2
diff --git a/tools/structure/src/constants.py b/tools/structure/src/constants.py
index 0def2f8a1..8cf7c8653 100644
--- a/tools/structure/src/constants.py
+++ b/tools/structure/src/constants.py
@@ -74,3 +74,4 @@ class SettingsKeys:
     HIGHLIGHT_DATA = "highlight_data"
     CONFIDENCE_DATA = "confidence_data"
     EXECUTION_RUN_DATA_FOLDER = "EXECUTION_RUN_DATA_FOLDER"
+    FILE_PATH = "file_path"
diff --git a/tools/structure/src/main.py b/tools/structure/src/main.py
index 103e24e66..a6160bf60 100644
--- a/tools/structure/src/main.py
+++ b/tools/structure/src/main.py
@@ -102,6 +102,7 @@ def run(
             self.get_env_or_die(SettingsKeys.EXECUTION_RUN_DATA_FOLDER)
         )
         run_id = CommonUtils.generate_uuid()
+        extracted_input_file = str(execution_run_data_folder / SettingsKeys.EXTRACT)
         # TODO : Resolve and pass log events ID
         payload = {
             SettingsKeys.RUN_ID: run_id,
@@ -110,6 +111,7 @@ def run(
             SettingsKeys.TOOL_ID: tool_id,
             SettingsKeys.FILE_HASH: file_hash,
             SettingsKeys.FILE_NAME: file_name,
+            SettingsKeys.FILE_PATH: extracted_input_file,
         }
         # TODO: Need to split extraction and indexing
         # to avoid unwanted indexing
@@ -203,10 +205,7 @@ def run(
             for output in outputs:
                 if SettingsKeys.TABLE_SETTINGS in output:
                     table_settings = output[SettingsKeys.TABLE_SETTINGS]
-                    extracted_input_file = (
-                        execution_run_data_folder / SettingsKeys.EXTRACT
-                    )
-                    table_settings[SettingsKeys.INPUT_FILE] = str(extracted_input_file)
+                    table_settings[SettingsKeys.INPUT_FILE] = extracted_input_file
                     output.update({SettingsKeys.TABLE_SETTINGS: table_settings})
 
             self.stream_log(f"Fetching responses for {len(outputs)} prompt(s)...")
@@ -237,17 +236,14 @@ def run(
                 try:
                     from helper import (  # type: ignore [attr-defined]
                         get_confidence_data,
-                        transform_dict,
                     )
 
-                    highlight_data = transform_dict(epilogue, tool_data_dir)
-                    metadata[SettingsKeys.HIGHLIGHT_DATA] = highlight_data
                     metadata[SettingsKeys.CONFIDENCE_DATA] = get_confidence_data(
                         epilogue, tool_data_dir
                     )
                 except ImportError:
                     self.stream_log(
-                        f"Highlight metadata is not added. {PAID_FEATURE_MSG}",
+                        f"Confidence data is not added. {PAID_FEATURE_MSG}",
                         level=LogLevel.WARN,
                     )
             # Update the dictionary with modified metadata
diff --git a/unstract/tool-registry/pyproject.toml b/unstract/tool-registry/pyproject.toml
index 1299384e8..84ad9d21e 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~=0.53.1",
+    "unstract-sdk~=0.53.2",
     # ! IMPORTANT!
     # Local dependencies usually need to be added as:
     # https://pdm-project.org/latest/usage/dependency/#local-dependencies

From 2e5e8a10415a82a7fbb4febd6584aecdbfd9122f Mon Sep 17 00:00:00 2001
From: jagadeeswaran-zipstack <jagadeeswaran@zipstack.com>
Date: Thu, 21 Nov 2024 17:55:23 +0530
Subject: [PATCH 2/7] [ENHANCE] Added a feature to support additional support
 components in TopNavBar (#857)

added a feature to support additional support components
---
 frontend/src/components/navigations/top-nav-bar/TopNavBar.jsx | 4 +++-
 frontend/src/layouts/page-layout/PageLayout.jsx               | 2 +-
 2 files changed, 4 insertions(+), 2 deletions(-)

diff --git a/frontend/src/components/navigations/top-nav-bar/TopNavBar.jsx b/frontend/src/components/navigations/top-nav-bar/TopNavBar.jsx
index a11cc6456..7bbd63be8 100644
--- a/frontend/src/components/navigations/top-nav-bar/TopNavBar.jsx
+++ b/frontend/src/components/navigations/top-nav-bar/TopNavBar.jsx
@@ -73,7 +73,7 @@ try {
   // Ignore if hook not available
 }
 
-function TopNavBar({ isSimpleLayout }) {
+function TopNavBar({ isSimpleLayout, topNavBarOptions }) {
   const navigate = useNavigate();
   const { sessionDetails } = useSessionStore();
   const { orgName, remainingTrialDays, allOrganization, orgId } =
@@ -308,6 +308,7 @@ function TopNavBar({ isSimpleLayout }) {
           <Col span={4}>
             <Row justify="end" align="middle">
               <Space>
+                {topNavBarOptions}
                 {isUnstract && TrialDaysInfo && (
                   <TrialDaysInfo remainingTrialDays={remainingTrialDays} />
                 )}
@@ -339,6 +340,7 @@ function TopNavBar({ isSimpleLayout }) {
 
 TopNavBar.propTypes = {
   isSimpleLayout: PropTypes.bool,
+  topNavBarOptions: PropTypes.node,
 };
 
 export { TopNavBar };
diff --git a/frontend/src/layouts/page-layout/PageLayout.jsx b/frontend/src/layouts/page-layout/PageLayout.jsx
index aa15e9d65..e03b1ef91 100644
--- a/frontend/src/layouts/page-layout/PageLayout.jsx
+++ b/frontend/src/layouts/page-layout/PageLayout.jsx
@@ -18,7 +18,7 @@ function PageLayout({ sideBarOptions, topNavBarOptions }) {
 
   return (
     <div className="landingPage">
-      <TopNavBar {...topNavBarOptions} />
+      <TopNavBar topNavBarOptions={topNavBarOptions} />
       <Layout>
         <SideNavBar collapsed={collapsed} {...sideBarOptions} />
         <Layout>

From ec0280449510a8dd33c39f11617826af350a659b Mon Sep 17 00:00:00 2001
From: Deepak K <89829542+Deepak-Kesavan@users.noreply.github.com>
Date: Thu, 21 Nov 2024 18:45:43 +0530
Subject: [PATCH 3/7] FIX: Return highlight data in API response (#858)

Return highlight data in API response
---
 backend/api_v2/deployment_helper.py | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/backend/api_v2/deployment_helper.py b/backend/api_v2/deployment_helper.py
index 149f38e1b..ceaef536d 100644
--- a/backend/api_v2/deployment_helper.py
+++ b/backend/api_v2/deployment_helper.py
@@ -173,9 +173,7 @@ def execute_workflow(
             result.status_api = DeploymentHelper.construct_status_endpoint(
                 api_endpoint=api.api_endpoint, execution_id=execution_id
             )
-            if include_metadata:
-                result.remove_result_metadata_keys(keys_to_remove=["highlight_data"])
-            else:
+            if not include_metadata:
                 result.remove_result_metadata_keys()
         except Exception as error:
             DestinationConnector.delete_api_storage_dir(

From c685abadda1c6088d2fd952ef37ca391d0686cb2 Mon Sep 17 00:00:00 2001
From: ali <117142933+muhammad-ali-e@users.noreply.github.com>
Date: Fri, 22 Nov 2024 08:42:24 +0530
Subject: [PATCH 4/7] changes in worker and tools related to sdk filestorage
 (#844)

* changes in worker and tools related to sdk filestorage

* Commit pdm.lock changes

* updated sample envs with command and bumped the versions

* updated worker sample.env with FS and flipt envs

* Commit pdm.lock changes

* updated for plugin and tool sdk

* Update tools/structure/src/config/properties.json

Co-authored-by: Chandrasekharan M <117059509+chandrasekharan-zipstack@users.noreply.github.com>
Signed-off-by: ali <117142933+muhammad-ali-e@users.noreply.github.com>

* Update tools/text_extractor/src/config/properties.json

Co-authored-by: Chandrasekharan M <117059509+chandrasekharan-zipstack@users.noreply.github.com>
Signed-off-by: ali <117142933+muhammad-ali-e@users.noreply.github.com>

* Update tools/classifier/src/config/properties.json

Co-authored-by: Chandrasekharan M <117059509+chandrasekharan-zipstack@users.noreply.github.com>
Signed-off-by: ali <117142933+muhammad-ali-e@users.noreply.github.com>

* resolve conflict with main

* Commit pdm.lock changes

---------

Signed-off-by: ali <117142933+muhammad-ali-e@users.noreply.github.com>
Co-authored-by: muhammad-ali-e <muhammad-ali-e@users.noreply.github.com>
Co-authored-by: Chandrasekharan M <117059509+chandrasekharan-zipstack@users.noreply.github.com>
---
 docker/dockerfiles/worker.Dockerfile          |    1 +
 .../worker.Dockerfile.dockerignore            |    1 +
 tools/classifier/sample.env                   |    8 +
 tools/classifier/src/config/properties.json   |    2 +-
 tools/classifier/src/helper.py                |   55 +-
 tools/structure/sample.env                    |    8 +
 tools/structure/src/config/properties.json    |    2 +-
 tools/structure/src/main.py                   |   27 +-
 tools/text_extractor/sample.env               |    8 +
 .../text_extractor/src/config/properties.json |    2 +-
 tools/text_extractor/src/main.py              |    9 +-
 worker/pdm.lock                               | 1909 +++++++++--------
 worker/pyproject.toml                         |    1 +
 worker/sample.env                             |   14 +
 worker/src/unstract/worker/clients/docker.py  |   30 +-
 .../unstract/worker/clients/test_docker.py    |    1 +
 worker/src/unstract/worker/constants.py       |   11 +
 worker/src/unstract/worker/worker.py          |   20 +-
 18 files changed, 1211 insertions(+), 898 deletions(-)

diff --git a/docker/dockerfiles/worker.Dockerfile b/docker/dockerfiles/worker.Dockerfile
index 8e49fddb0..f61757a87 100644
--- a/docker/dockerfiles/worker.Dockerfile
+++ b/docker/dockerfiles/worker.Dockerfile
@@ -23,6 +23,7 @@ WORKDIR /app
 COPY ${BUILD_CONTEXT_PATH} .
 # Copy local dependency packages
 COPY ${BUILD_PACKAGES_PATH}/core /unstract/core
+COPY ${BUILD_PACKAGES_PATH}/flags /unstract/flags
 
 RUN set -e; \
     \
diff --git a/docker/dockerfiles/worker.Dockerfile.dockerignore b/docker/dockerfiles/worker.Dockerfile.dockerignore
index 02c44352b..fd7a0bf1e 100644
--- a/docker/dockerfiles/worker.Dockerfile.dockerignore
+++ b/docker/dockerfiles/worker.Dockerfile.dockerignore
@@ -60,5 +60,6 @@ prompt-service
 tools
 unstract
 !unstract/core
+!unstract/flags
 !worker
 x2text-service
diff --git a/tools/classifier/sample.env b/tools/classifier/sample.env
index 677efa2dc..ce251fba2 100644
--- a/tools/classifier/sample.env
+++ b/tools/classifier/sample.env
@@ -5,3 +5,11 @@ TOOL_DATA_DIR=../data_dir
 
 X2TEXT_HOST=http://unstract-x2text-service
 X2TEXT_PORT=3004
+
+# File System Configuration for Workflow Execution
+# Directory path for execution data storage
+# (e.g., bucket/execution/org_id/workflow_id/execution_id)
+EXECUTION_DATA_DIR=<execution_dir_path_with_bucket>
+# Storage provider for Workflow Execution (e.g., minio, S3)
+WORKFLOW_EXECUTION_FS_PROVIDER="minio"
+WORKFLOW_EXECUTION_FS_CREDENTIAL={"endpoint_url":"http://localhost:9000","key":"","secret":""}
diff --git a/tools/classifier/src/config/properties.json b/tools/classifier/src/config/properties.json
index 2a71eae98..8a1d05278 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": "0.0.39",
+  "toolVersion": "0.0.40",
   "description": "Classifies a file into a bin based on its contents",
   "input": {
     "description": "File to be classified"
diff --git a/tools/classifier/src/helper.py b/tools/classifier/src/helper.py
index d150a7bea..ffb94396d 100644
--- a/tools/classifier/src/helper.py
+++ b/tools/classifier/src/helper.py
@@ -67,14 +67,50 @@ def copy_source_to_output_bin(
         """
         try:
             output_folder_bin = Path(self.output_dir) / classification
-            if not output_folder_bin.is_dir():
-                output_folder_bin.mkdir(parents=True, exist_ok=True)
-
-            output_file = output_folder_bin / source_name
-            shutil.copyfile(source_file, output_file)
+            if hasattr(self.tool, "workflow_filestorage"):
+                output_file = output_folder_bin / source_name
+                self._copy_file(
+                    source_fs=self.tool.workflow_filestorage,
+                    destination_fs=self.tool.workflow_filestorage,
+                    source_path=source_file,
+                    destination_path=str(output_file),
+                )
+            else:
+                if not output_folder_bin.is_dir():
+                    output_folder_bin.mkdir(parents=True, exist_ok=True)
+
+                output_file = output_folder_bin / source_name
+                shutil.copyfile(source_file, output_file)
         except Exception as e:
             self.tool.stream_error_and_exit(f"Error creating output file: {e}")
 
+    def _copy_file(
+        self,
+        source_fs: Any,
+        destination_fs: Any,
+        source_path: str,
+        destination_path: str,
+    ) -> None:
+        """Helps copy a file from source to destination.
+
+        Args:
+            src (str): Path to the source file
+            dest (str): Path to the destination file
+        """
+        try:
+            # TODO: Move it to the top once SDK released with fileStorage Feature
+            # Change the source fs and destination fs type to to FileStorage
+            from unstract.sdk.utils import FileStorageUtils
+
+            FileStorageUtils.copy_file_to_destination(
+                source_storage=source_fs,
+                destination_storage=destination_fs,
+                source_path=source_path,
+                destination_paths=[destination_path],
+            )
+        except Exception as e:
+            self.stream_error_and_exit(f"Error copying file: {e}")
+
     def extract_text(
         self, file: str, text_extraction_adapter_id: Optional[str]
     ) -> Optional[str]:
@@ -127,8 +163,13 @@ def _extract_from_file(self, file: str) -> Optional[str]:
         """
         self.tool.stream_log("Extracting text from file")
         try:
-            with open(file, "rb") as f:
-                text = f.read().decode("utf-8")
+            if hasattr(self.tool, "workflow_filestorage"):
+                text = self.tool.workflow_filestorage.read(path=file, mode="rb").decode(
+                    "utf-8"
+                )
+            else:
+                with open(file, "rb") as f:
+                    text = f.read().decode("utf-8")
         except Exception as e:
             self.tool.stream_log(f"File error: {e}")
             return None
diff --git a/tools/structure/sample.env b/tools/structure/sample.env
index eac50572c..29545e2e2 100644
--- a/tools/structure/sample.env
+++ b/tools/structure/sample.env
@@ -9,3 +9,11 @@ PROMPT_PORT=3003
 
 X2TEXT_HOST=http://unstract-x2text-service
 X2TEXT_PORT=3004
+
+# File System Configuration for Workflow Execution
+# Directory path for execution data storage
+# (e.g., bucket/execution/org_id/workflow_id/execution_id)
+EXECUTION_DATA_DIR=<execution_dir_path_with_bucket>
+# Storage provider for Workflow Execution (e.g., minio, S3)
+WORKFLOW_EXECUTION_FS_PROVIDER="minio"
+WORKFLOW_EXECUTION_FS_CREDENTIAL={"endpoint_url":"http://localhost:9000","key":"","secret":""}
diff --git a/tools/structure/src/config/properties.json b/tools/structure/src/config/properties.json
index bfdb8ddc3..49c01885d 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": "0.0.49",
+  "toolVersion": "0.0.50",
   "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/structure/src/main.py b/tools/structure/src/main.py
index a6160bf60..9d93e3b5e 100644
--- a/tools/structure/src/main.py
+++ b/tools/structure/src/main.py
@@ -128,7 +128,7 @@ def run(
                 f"Function to higlight context is not found. {PAID_FEATURE_MSG}",
                 level=LogLevel.WARN,
             )
-
+        workflow_filestorage = getattr(self, "workflow_filestorage", None)
         if tool_settings[SettingsKeys.ENABLE_SINGLE_PASS_EXTRACTION]:
             index.index(
                 tool_id=tool_id,
@@ -143,6 +143,11 @@ def run(
                 reindex=True,
                 usage_kwargs=usage_kwargs,
                 process_text=process_text,
+                **(
+                    {"fs": workflow_filestorage}
+                    if workflow_filestorage is not None
+                    else {}
+                ),
             )
             if summarize_as_source:
                 summarize_file_hash = self._summarize_and_index(
@@ -305,13 +310,23 @@ def _summarize_and_index(
         summarize_file_path = tool_data_dir / SettingsKeys.SUMMARIZE
 
         summarized_context = ""
-        if summarize_file_path.exists():
+        if hasattr(self, "workflow_filestorage"):
+            if self.workflow_filestorage.exists(summarize_file_path):
+                summarized_context = self.workflow_filestorage.read(
+                    path=summarize_file_path, mode="r"
+                )
+        elif summarize_file_path.exists():
             with open(summarize_file_path, encoding="utf-8") as f:
                 summarized_context = f.read()
         if not summarized_context:
             context = ""
-            with open(extract_file_path, encoding="utf-8") as file:
-                context = file.read()
+            if hasattr(self, "workflow_filestorage"):
+                context = self.workflow_filestorage.read(
+                    path=extract_file_path, mode="r"
+                )
+            else:
+                with open(extract_file_path, encoding="utf-8") as file:
+                    context = file.read()
             prompt_keys = []
             for output in outputs:
                 prompt_keys.append(output[SettingsKeys.NAME])
@@ -343,6 +358,7 @@ def _summarize_and_index(
         summarize_file_hash: str = ToolUtils.get_hash_from_file(
             file_path=summarize_file_path
         )
+        workflow_filestorage = getattr(self, "workflow_filestorage", None)
         index.index(
             tool_id=tool_id,
             embedding_instance_id=embedding_instance_id,
@@ -353,6 +369,9 @@ def _summarize_and_index(
             chunk_size=0,
             chunk_overlap=0,
             usage_kwargs=usage_kwargs,
+            **(
+                {"fs": workflow_filestorage} if workflow_filestorage is not None else {}
+            ),
         )
         return summarize_file_hash
 
diff --git a/tools/text_extractor/sample.env b/tools/text_extractor/sample.env
index 3af00a383..479bffcf7 100644
--- a/tools/text_extractor/sample.env
+++ b/tools/text_extractor/sample.env
@@ -6,3 +6,11 @@ TOOL_DATA_DIR=
 # X2TEXT service
 X2TEXT_HOST=
 X2TEXT_PORT=
+
+# File System Configuration for Workflow Execution
+# Directory path for execution data storage
+# (e.g., bucket/execution/org_id/workflow_id/execution_id)
+EXECUTION_DATA_DIR=<execution_dir_path_with_bucket>
+# Storage provider for Workflow Execution (e.g., minio, S3)
+WORKFLOW_EXECUTION_FS_PROVIDER="minio"
+WORKFLOW_EXECUTION_FS_CREDENTIAL={"endpoint_url":"http://localhost:9000","key":"","secret":""}
diff --git a/tools/text_extractor/src/config/properties.json b/tools/text_extractor/src/config/properties.json
index 4dc689bb5..efdcba28f 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": "0.0.37",
+  "toolVersion": "0.0.38",
   "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/tools/text_extractor/src/main.py b/tools/text_extractor/src/main.py
index bc79f2c20..ba69c2dce 100644
--- a/tools/text_extractor/src/main.py
+++ b/tools/text_extractor/src/main.py
@@ -73,8 +73,13 @@ def run(
             self.stream_log("Preparing to write the extracted text.")
             if source_name:
                 output_path = Path(output_dir) / f"{Path(source_name).stem}.txt"
-                with open(output_path, "w", encoding="utf-8") as file:
-                    file.write(extracted_text)
+                if hasattr(self, "workflow_filestorage"):
+                    self.workflow_filestorage.write(
+                        path=output_path, mode="w", data=extracted_text
+                    )
+                else:
+                    with open(output_path, "w", encoding="utf-8") as file:
+                        file.write(extracted_text)
 
                 self.stream_log("Tool output written successfully.")
             else:
diff --git a/worker/pdm.lock b/worker/pdm.lock
index db0e86549..c21e718f6 100644
--- a/worker/pdm.lock
+++ b/worker/pdm.lock
@@ -5,81 +5,82 @@
 groups = ["default", "deploy", "dev"]
 strategy = ["cross_platform", "inherit_metadata"]
 lock_version = "4.4.2"
-content_hash = "sha256:d7cc46da40d61f6630390c08d4a8b62b8952046c5259dfbcc210d9957ce5cad3"
+content_hash = "sha256:c534123ad19fdaa353a0c750e89016d6063dc808d80fd932099475fa21cda11e"
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.0"
+version = "2.4.3"
 requires_python = ">=3.8"
 summary = "Happy Eyeballs for asyncio"
 groups = ["default"]
 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"
-requires_python = ">=3.8"
+version = "3.11.7"
+requires_python = ">=3.9"
 summary = "Async http client/server framework (asyncio)"
 groups = ["default"]
 dependencies = [
     "aiohappyeyeballs>=2.3.0",
     "aiosignal>=1.1.2",
-    "async-timeout<5.0,>=4.0; python_version < \"3.11\"",
+    "async-timeout<6.0,>=4.0; python_version < \"3.11\"",
     "attrs>=17.3.0",
     "frozenlist>=1.1.1",
     "multidict<7.0,>=4.5",
-    "yarl<2.0,>=1.0",
-]
-files = [
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 [[package]]
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+version = "5.3.1"
 requires_python = ">=3.6"
 summary = "Low-level AMQP client for Python (fork of amqplib)."
 groups = ["default"]
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 [[package]]
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-requires_python = ">=3.8"
+version = "4.6.2.post1"
+requires_python = ">=3.9"
 summary = "High level compatibility layer for multiple asynchronous event loop implementations"
 groups = ["default"]
 dependencies = [
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+requires_python = ">=3.8"
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 files = [
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 [[package]]
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-version = "1.30.2"
+version = "1.32.0"
 requires_python = ">=3.8"
 summary = "Microsoft Azure Core Library for Python"
 groups = ["default"]
@@ -173,26 +174,26 @@ dependencies = [
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+version = "1.19.0"
 requires_python = ">=3.8"
 summary = "Microsoft Azure Identity Library for Python"
 groups = ["default"]
 dependencies = [
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+    "azure-core>=1.31.0",
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-    "msal-extensions>=0.3.0",
-    "msal>=1.24.0",
+    "msal-extensions>=1.2.0",
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 [[package]]
@@ -211,13 +212,13 @@ files = [
 
 [[package]]
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-version = "1.8.2"
-requires_python = ">=3.8"
+version = "1.9.0"
+requires_python = ">=3.9"
 summary = "Fast, simple object-to-object and broadcast signaling"
 groups = ["default"]
 files = [
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 [[package]]
@@ -266,7 +267,7 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.17.0"
+version = "1.17.1"
 requires_python = ">=3.8"
 summary = "Foreign Function Interface for Python calling C code."
 groups = ["default"]
@@ -275,43 +276,43 @@ dependencies = [
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 ]
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+version = "43.0.3"
 requires_python = ">=3.7"
 summary = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 groups = ["default"]
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 [[package]]
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 [[package]]
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 summary = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 groups = ["default"]
 dependencies = [
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 [[package]]
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 groups = ["default"]
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 summary = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
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 groups = ["dev"]
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 requires_python = ">=3.7"
 summary = "Fast, Extensible Progress Meter"
 groups = ["default"]
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+    {file = "yarl-1.18.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:fa2c9cb607e0f660d48c54a63de7a9b36fef62f6b8bd50ff592ce1137e73ac7d"},
+    {file = "yarl-1.18.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:c0f4808644baf0a434a3442df5e0bedf8d05208f0719cedcd499e168b23bfdc4"},
+    {file = "yarl-1.18.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7db9584235895a1dffca17e1c634b13870852094f6389b68dcc6338086aa7b08"},
+    {file = "yarl-1.18.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:309f8d27d6f93ceeeb80aa6980e883aa57895270f7f41842b92247e65d7aeddf"},
+    {file = "yarl-1.18.0-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:609ffd44fed2ed88d9b4ef62ee860cf86446cf066333ad4ce4123505b819e581"},
+    {file = "yarl-1.18.0-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f172b8b2c72a13a06ea49225a9c47079549036ad1b34afa12d5491b881f5b993"},
+    {file = "yarl-1.18.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d89ae7de94631b60d468412c18290d358a9d805182373d804ec839978b120422"},
+    {file = "yarl-1.18.0-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:466d31fd043ef9af822ee3f1df8fdff4e8c199a7f4012c2642006af240eade17"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:7609b8462351c4836b3edce4201acb6dd46187b207c589b30a87ffd1813b48dc"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:d9d4f5e471e8dc49b593a80766c2328257e405f943c56a3dc985c125732bc4cf"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:67b336c15e564d76869c9a21316f90edf546809a5796a083b8f57c845056bc01"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:b212452b80cae26cb767aa045b051740e464c5129b7bd739c58fbb7deb339e7b"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:38b39b7b3e692b6c92b986b00137a3891eddb66311b229d1940dcbd4f025083c"},
+    {file = "yarl-1.18.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:a7ee6884a8848792d58b854946b685521f41d8871afa65e0d4a774954e9c9e89"},
+    {file = "yarl-1.18.0-cp39-cp39-win32.whl", hash = "sha256:b4095c5019bb889aa866bf12ed4c85c0daea5aafcb7c20d1519f02a1e738f07f"},
+    {file = "yarl-1.18.0-cp39-cp39-win_amd64.whl", hash = "sha256:2d90f2e4d16a5b0915ee065218b435d2ef619dd228973b1b47d262a6f7cd8fa5"},
+    {file = "yarl-1.18.0-py3-none-any.whl", hash = "sha256:dbf53db46f7cf176ee01d8d98c39381440776fcda13779d269a8ba664f69bec0"},
+    {file = "yarl-1.18.0.tar.gz", hash = "sha256:20d95535e7d833889982bfe7cc321b7f63bf8879788fee982c76ae2b24cfb715"},
 ]
 
 [[package]]
 name = "zipp"
-version = "3.20.1"
-requires_python = ">=3.8"
+version = "3.21.0"
+requires_python = ">=3.9"
 summary = "Backport of pathlib-compatible object wrapper for zip files"
 groups = ["default"]
 marker = "python_version < \"3.10\""
 files = [
-    {file = "zipp-3.20.1-py3-none-any.whl", hash = "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064"},
-    {file = "zipp-3.20.1.tar.gz", hash = "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"},
+    {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
+    {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
 ]
diff --git a/worker/pyproject.toml b/worker/pyproject.toml
index 4656d1dd8..c0c83e37b 100644
--- a/worker/pyproject.toml
+++ b/worker/pyproject.toml
@@ -11,6 +11,7 @@ dependencies = [
     "python-dotenv==1.0.0",
     "redis==5.0.1",
     "unstract-core @ file:///${PROJECT_ROOT}/../unstract/core",
+    "unstract-flags @ file:///${PROJECT_ROOT}/../unstract/flags",
 ]
 requires-python = ">=3.9,<3.11.1"
 readme = "README.md"
diff --git a/worker/sample.env b/worker/sample.env
index 4899ac18f..3ea747d03 100644
--- a/worker/sample.env
+++ b/worker/sample.env
@@ -20,3 +20,17 @@ REMOVE_CONTAINER_ON_EXIT=True
 CONTAINER_CLIENT_PATH=unstract.worker.clients.docker
 
 EXECUTION_RUN_DATA_FOLDER_PREFIX="/app/workflow_data"
+
+# Feature Flags
+FLIPT_SERVICE_AVAILABLE=False
+EVALUATION_SERVER_IP=unstract-flipt
+EVALUATION_SERVER_PORT=9005
+PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
+
+# File System Configuration for Workflow and API Execution
+# Directory Prefixes for storing execution files
+WORKFLOW_EXECUTION_DIR_PREFIX="/unstract/execution"
+# Storage Provider for Workflow Execution
+# Valid options: MINIO, S3, etc..
+WORKFLOW_EXECUTION_FS_PROVIDER="MINIO"
+WORKFLOW_EXECUTION_FS_CREDENTIAL='{"endpoint_url": "", "key": "", "secret": ""}'
diff --git a/worker/src/unstract/worker/clients/docker.py b/worker/src/unstract/worker/clients/docker.py
index 537023b17..c5fb58b31 100644
--- a/worker/src/unstract/worker/clients/docker.py
+++ b/worker/src/unstract/worker/clients/docker.py
@@ -9,11 +9,12 @@
     ContainerClientInterface,
     ContainerInterface,
 )
-from unstract.worker.constants import Env
+from unstract.worker.constants import Env, FeatureFlag
 from unstract.worker.utils import Utils
 
 from docker import DockerClient
 from unstract.core.utilities import UnstractUtils
+from unstract.flags.feature_flag import check_feature_flag_status
 
 
 class DockerContainer(ContainerInterface):
@@ -169,19 +170,20 @@ def get_container_run_config(
             envs = {}
         mounts = []
         if organization_id and workflow_id and execution_id:
-            source_path = os.path.join(
-                os.getenv(Env.WORKFLOW_DATA_DIR, ""),
-                organization_id,
-                workflow_id,
-                execution_id,
-            )
-            mounts.append(
-                {
-                    "type": "bind",
-                    "source": source_path,
-                    "target": os.getenv(Env.TOOL_DATA_DIR, "/data"),
-                }
-            )
+            if not check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+                source_path = os.path.join(
+                    os.getenv(Env.WORKFLOW_DATA_DIR, ""),
+                    organization_id,
+                    workflow_id,
+                    execution_id,
+                )
+                mounts.append(
+                    {
+                        "type": "bind",
+                        "source": source_path,
+                        "target": os.getenv(Env.TOOL_DATA_DIR, "/data"),
+                    }
+                )
             envs[Env.EXECUTION_RUN_DATA_FOLDER] = os.path.join(
                 os.getenv(Env.EXECUTION_RUN_DATA_FOLDER_PREFIX, ""),
                 organization_id,
diff --git a/worker/src/unstract/worker/clients/test_docker.py b/worker/src/unstract/worker/clients/test_docker.py
index 6c587a78d..d6d52fef0 100644
--- a/worker/src/unstract/worker/clients/test_docker.py
+++ b/worker/src/unstract/worker/clients/test_docker.py
@@ -109,6 +109,7 @@ def test_get_image(docker_client, mocker):
 def test_get_container_run_config(docker_client, mocker):
     """Test the get_container_run_config method."""
     os.environ[Env.WORKFLOW_DATA_DIR] = "/source"
+    os.environ[Env.FLIPT_SERVICE_AVAILABLE] = "False"
     os.environ[Env.EXECUTION_RUN_DATA_FOLDER_PREFIX] = "/app/workflow_data"
     command = ["echo", "hello"]
     organization_id = "org123"
diff --git a/worker/src/unstract/worker/constants.py b/worker/src/unstract/worker/constants.py
index cfa8abcbf..763b20545 100644
--- a/worker/src/unstract/worker/constants.py
+++ b/worker/src/unstract/worker/constants.py
@@ -29,3 +29,14 @@ class Env:
     PRIVATE_REGISTRY_URL = "PRIVATE_REGISTRY_URL"
     LOG_LEVEL = "LOG_LEVEL"
     REMOVE_CONTAINER_ON_EXIT = "REMOVE_CONTAINER_ON_EXIT"
+    WORKFLOW_EXECUTION_DIR_PREFIX = "WORKFLOW_EXECUTION_DIR_PREFIX"
+    WORKFLOW_EXECUTION_FS_PROVIDER = "WORKFLOW_EXECUTION_FS_PROVIDER"
+    WORKFLOW_EXECUTION_FS_CREDENTIAL = "WORKFLOW_EXECUTION_FS_CREDENTIAL"
+    EXECUTION_DATA_DIR = "EXECUTION_DATA_DIR"
+    FLIPT_SERVICE_AVAILABLE = "FLIPT_SERVICE_AVAILABLE"
+
+
+class FeatureFlag:
+    """Temporary feature flags."""
+
+    REMOTE_FILE_STORAGE = "remote_file_storage"
diff --git a/worker/src/unstract/worker/worker.py b/worker/src/unstract/worker/worker.py
index bf197de01..93b34ccd9 100644
--- a/worker/src/unstract/worker/worker.py
+++ b/worker/src/unstract/worker/worker.py
@@ -11,11 +11,12 @@
     ContainerClientInterface,
     ContainerInterface,
 )
-from unstract.worker.constants import Env, LogLevel, LogType, ToolKey
+from unstract.worker.constants import Env, FeatureFlag, LogLevel, LogType, ToolKey
 from unstract.worker.exception import ToolRunException
 
 from unstract.core.constants import LogFieldName
 from unstract.core.pubsub_helper import LogPublisher
+from unstract.flags.feature_flag import check_feature_flag_status
 
 load_dotenv()
 # Loads the container clinet class.
@@ -182,7 +183,22 @@ def run_container(
             Optional[Any]: _description_
         """
         tool_data_dir = os.getenv(Env.TOOL_DATA_DIR, "/data")
-        envs[Env.TOOL_DATA_DIR] = tool_data_dir
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            envs[Env.EXECUTION_DATA_DIR] = os.path.join(
+                os.getenv(Env.WORKFLOW_EXECUTION_DIR_PREFIX, ""),
+                organization_id,
+                workflow_id,
+                execution_id,
+            )
+            envs[Env.WORKFLOW_EXECUTION_FS_PROVIDER] = os.getenv(
+                Env.WORKFLOW_EXECUTION_FS_PROVIDER, ""
+            )
+            envs[Env.WORKFLOW_EXECUTION_FS_CREDENTIAL] = os.getenv(
+                Env.WORKFLOW_EXECUTION_FS_CREDENTIAL, "{}"
+            )
+        else:
+            envs[Env.TOOL_DATA_DIR] = tool_data_dir
+
         container_config = self.client.get_container_run_config(
             command=[
                 "--command",

From f2a55f2c04019b4bd5f1e0c52e1c16175fa65ebb Mon Sep 17 00:00:00 2001
From: ali <117142933+muhammad-ali-e@users.noreply.github.com>
Date: Fri, 22 Nov 2024 16:43:02 +0530
Subject: [PATCH 5/7] Feat/remote storage workflow (#837)

* implement remote-storage from sdk in backend under featureflag

* added feature flags in imports

* minor changes

* handled fetching result from filestorage

* minor changes and adding updating docs and sample envs

* addressed pr comments

* minor changes in test

* updated tox ini
---
 backend/backend/constants.py                  |   1 +
 backend/sample.env                            |  19 ++++
 backend/utils/constants.py                    |   6 -
 .../endpoint_v2/base_connector.py             |  39 +++++--
 .../endpoint_v2/destination.py                |  63 ++++++++++-
 .../workflow_manager/endpoint_v2/source.py    | 106 ++++++++++++++++--
 tox.ini                                       |   1 +
 unstract/filesystem/README.md                 |  70 ++++++++++++
 unstract/filesystem/pdm.lock                  |   8 ++
 unstract/filesystem/pyproject.toml            |  18 +++
 .../src/unstract/filesystem/__init__.py       |  10 ++
 .../src/unstract/filesystem/exceptions.py     |  17 +++
 .../filesystem/file_storage_config.py         |  51 +++++++++
 .../unstract/filesystem/file_storage_types.py |   6 +
 .../src/unstract/filesystem/filesystem.py     |  51 +++++++++
 unstract/workflow-execution/pyproject.toml    |   1 +
 .../unstract/workflow_execution/constants.py  |   8 ++
 .../execution_file_handler.py                 |  84 ++++++++++++--
 .../unstract/worker/clients/test_docker.py    |   1 -
 19 files changed, 519 insertions(+), 41 deletions(-)
 create mode 100644 unstract/filesystem/README.md
 create mode 100644 unstract/filesystem/pdm.lock
 create mode 100644 unstract/filesystem/pyproject.toml
 create mode 100644 unstract/filesystem/src/unstract/filesystem/__init__.py
 create mode 100644 unstract/filesystem/src/unstract/filesystem/exceptions.py
 create mode 100644 unstract/filesystem/src/unstract/filesystem/file_storage_config.py
 create mode 100644 unstract/filesystem/src/unstract/filesystem/file_storage_types.py
 create mode 100644 unstract/filesystem/src/unstract/filesystem/filesystem.py

diff --git a/backend/backend/constants.py b/backend/backend/constants.py
index 26d944d9a..53126cebe 100644
--- a/backend/backend/constants.py
+++ b/backend/backend/constants.py
@@ -34,3 +34,4 @@ class FeatureFlag:
     """Temporary feature flags."""
 
     APP_DEPLOYMENT = "app_deployment"
+    REMOTE_FILE_STORAGE = "remote_file_storage"
diff --git a/backend/sample.env b/backend/sample.env
index f91496da3..cd3419cf1 100644
--- a/backend/sample.env
+++ b/backend/sample.env
@@ -144,3 +144,22 @@ TOOL_REGISTRY_CONFIG_PATH="/data/tool_registry_config"
 
 # Flipt Service
 FLIPT_SERVICE_AVAILABLE=False
+
+
+# File System Configuration for Workflow and API Execution
+
+# Directory Prefixes for storing execution files
+WORKFLOW_EXECUTION_DIR_PREFIX="unstract/execution"
+API_EXECUTION_DIR_PREFIX="unstract/api"
+
+# Storage Provider for Workflow Execution
+# Valid options: MINIO, S3, etc..
+WORKFLOW_EXECUTION_FS_PROVIDER="MINIO"
+WORKFLOW_EXECUTION_FS_CREDENTIAL='{"endpoint_url": "", "key": "", "secret": ""}'
+
+# Storage Provider for API Execution
+API_STORAGE_FS_PROVIDER="MINIO"
+API_STORAGE_FS_CREDENTIAL='{"endpoint_url": "", "key": "", "secret": ""}'
+
+# Optional: Legacy storage path (if applicable)
+LEGACY_STORAGE_PATH="/path/to/legacy/storage"
diff --git a/backend/utils/constants.py b/backend/utils/constants.py
index a92f397a4..377c21da6 100644
--- a/backend/utils/constants.py
+++ b/backend/utils/constants.py
@@ -15,12 +15,6 @@ class Account:
     ORGANIZATION_ID = "organization_id"
 
 
-class FeatureFlag:
-    """Temporary feature flags."""
-
-    pass
-
-
 class Common:
     METADATA = "metadata"
     MODULE = "module"
diff --git a/backend/workflow_manager/endpoint_v2/base_connector.py b/backend/workflow_manager/endpoint_v2/base_connector.py
index 2523523e3..8b34910d7 100644
--- a/backend/workflow_manager/endpoint_v2/base_connector.py
+++ b/backend/workflow_manager/endpoint_v2/base_connector.py
@@ -7,8 +7,13 @@
 from utils.constants import Common
 from utils.user_context import UserContext
 
+from backend.constants import FeatureFlag
 from unstract.connectors.filesystems import connectors
 from unstract.connectors.filesystems.unstract_file_system import UnstractFileSystem
+from unstract.flags.feature_flag import check_feature_flag_status
+
+if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+    from unstract.filesystem import FileStorageType, FileSystem
 
 
 class BaseConnector(ExecutionFileHandler):
@@ -22,13 +27,14 @@ def __init__(
         This class serves as a base for connectors and provides common
         utilities.
         """
-        if not (settings.API_STORAGE_DIR and settings.WORKFLOW_DATA_DIR):
-            raise ValueError("Missed env API_STORAGE_DIR or WORKFLOW_DATA_DIR")
         super().__init__(workflow_id, execution_id, organization_id)
-        # Directory path for storing execution-related files for API
-        self.api_storage_dir: str = self.create_execution_dir_path(
-            workflow_id, execution_id, organization_id, settings.API_STORAGE_DIR
-        )
+        if not check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            if not (settings.API_STORAGE_DIR and settings.WORKFLOW_DATA_DIR):
+                raise ValueError("Missed env API_STORAGE_DIR or WORKFLOW_DATA_DIR")
+            # Directory path for storing execution-related files for API
+            self.api_storage_dir: str = self.create_execution_dir_path(
+                workflow_id, execution_id, organization_id, settings.API_STORAGE_DIR
+            )
 
     def get_fsspec(
         self, settings: dict[str, Any], connector_id: str
@@ -80,8 +86,14 @@ def get_json_schema(cls, file_path: str) -> dict[str, Any]:
         json.JSONDecodeError: If there is an issue decoding the JSON file.
         """
         try:
-            with open(file_path, encoding="utf-8") as file:
-                schema: dict[str, Any] = json.load(file)
+            if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+                file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+                file_storage = file_system.get_file_storage()
+                file_contents = file_storage.read(path=file_path, encoding="utf-8")
+                schema: dict[str, Any] = json.load(file_contents)
+            else:
+                with open(file_path, encoding="utf-8") as file:
+                    schema: dict[str, Any] = json.load(file)
         except OSError:
             schema = {}
         return schema
@@ -100,7 +112,12 @@ def get_api_storage_dir_path(cls, workflow_id: str, execution_id: str) -> str:
         str: The directory path for the execution.
         """
         organization_id = UserContext.get_organization_identifier()
-        api_storage_dir: str = cls.create_execution_dir_path(
-            workflow_id, execution_id, organization_id, settings.API_STORAGE_DIR
-        )
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            api_storage_dir: str = cls.get_api_execution_dir(
+                workflow_id, execution_id, organization_id
+            )
+        else:
+            api_storage_dir: str = cls.create_execution_dir_path(
+                workflow_id, execution_id, organization_id, settings.API_STORAGE_DIR
+            )
         return api_storage_dir
diff --git a/backend/workflow_manager/endpoint_v2/destination.py b/backend/workflow_manager/endpoint_v2/destination.py
index 88f45b312..036cece50 100644
--- a/backend/workflow_manager/endpoint_v2/destination.py
+++ b/backend/workflow_manager/endpoint_v2/destination.py
@@ -10,6 +10,7 @@
 from connector_v2.models import ConnectorInstance
 from fsspec.implementations.local import LocalFileSystem
 from unstract.sdk.constants import ToolExecKey
+from unstract.sdk.tool.mime_types import EXT_MIME_MAP
 from unstract.workflow_execution.constants import ToolOutputType
 from utils.user_context import UserContext
 from workflow_manager.endpoint_v2.base_connector import BaseConnector
@@ -36,8 +37,13 @@
 from workflow_manager.workflow_v2.models.file_history import FileHistory
 from workflow_manager.workflow_v2.models.workflow import Workflow
 
+from backend.constants import FeatureFlag
 from backend.exceptions import UnstractFSException
 from unstract.connectors.exceptions import ConnectorError
+from unstract.flags.feature_flag import check_feature_flag_status
+
+if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+    from unstract.filesystem import FileStorageType, FileSystem
 
 logger = logging.getLogger(__name__)
 
@@ -405,6 +411,8 @@ def get_result(self, file_history: Optional[FileHistory] = None) -> Optional[Any
         Returns:
             Union[dict[str, Any], str]: Result data.
         """
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            return self.get_result_with_file_storage(file_history=file_history)
         if file_history and file_history.result:
             return self.parse_string(file_history.result)
         output_file = os.path.join(self.execution_dir, WorkflowFileType.INFILE)
@@ -434,6 +442,43 @@ def get_result(self, file_history: Optional[FileHistory] = None) -> Optional[Any
             logger.error(f"Error while getting result {err}")
         return result
 
+    def get_result_with_file_storage(
+        self, file_history: Optional[FileHistory] = None
+    ) -> Optional[Any]:
+        """Get result data from the output file.
+
+        Returns:
+            Union[dict[str, Any], str]: Result data.
+        """
+        if file_history and file_history.result:
+            return self.parse_string(file_history.result)
+        output_file = os.path.join(self.execution_dir, WorkflowFileType.INFILE)
+        metadata: dict[str, Any] = self.get_workflow_metadata()
+        output_type = self.get_output_type(metadata)
+        result: Union[dict[str, Any], str] = ""
+        file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+        file_storage = file_system.get_file_storage()
+        try:
+            # TODO: SDK handles validation; consider removing here.
+            file_type = file_storage.mime_type(output_file)
+            if output_type == ToolOutputType.JSON:
+                if file_type != EXT_MIME_MAP[ToolOutputType.JSON.lower()]:
+                    logger.error(f"Output type json mismatched {file_type}")
+                    raise ToolOutputTypeMismatch()
+                file_content = file_storage.read(output_file, mode="r")
+                result = json.loads(file_content)
+            elif output_type == ToolOutputType.TXT:
+                if file_type == EXT_MIME_MAP[ToolOutputType.JSON.lower()]:
+                    logger.error(f"Output type txt mismatched {file_type}")
+                    raise ToolOutputTypeMismatch()
+                file_content = file_storage.read(output_file, mode="r")
+                result = file_content.encode("utf-8").decode("unicode-escape")
+            else:
+                raise InvalidToolOutputType()
+        except (FileNotFoundError, json.JSONDecodeError) as err:
+            logger.error(f"Error while getting result {err}")
+        return result
+
     def get_metadata(
         self, file_history: Optional[FileHistory] = None
     ) -> Optional[dict[str, Any]]:
@@ -454,8 +499,13 @@ def delete_execution_directory(self) -> None:
         Returns:
             None
         """
-        fs: LocalFileSystem = fsspec.filesystem("file")
-        fs.rm(self.execution_dir, recursive=True)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            file_storage = file_system.get_file_storage()
+            file_storage.rm(self.execution_dir, recursive=True)
+        else:
+            fs: LocalFileSystem = fsspec.filesystem("file")
+            fs.rm(self.execution_dir, recursive=True)
         self.delete_api_storage_dir(self.workflow_id, self.execution_id)
 
     @classmethod
@@ -468,8 +518,13 @@ def delete_api_storage_dir(cls, workflow_id: str, execution_id: str) -> None:
         api_storage_dir = cls.get_api_storage_dir_path(
             workflow_id=workflow_id, execution_id=execution_id
         )
-        fs: LocalFileSystem = fsspec.filesystem("file")
-        fs.rm(api_storage_dir, recursive=True)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            file_system = FileSystem(FileStorageType.API_EXECUTION)
+            file_storage = file_system.get_file_storage()
+            file_storage.rm(api_storage_dir, recursive=True)
+        else:
+            fs: LocalFileSystem = fsspec.filesystem("file")
+            fs.rm(api_storage_dir, recursive=True)
 
     @classmethod
     def create_endpoint_for_workflow(
diff --git a/backend/workflow_manager/endpoint_v2/source.py b/backend/workflow_manager/endpoint_v2/source.py
index 59b51306d..c004f3397 100644
--- a/backend/workflow_manager/endpoint_v2/source.py
+++ b/backend/workflow_manager/endpoint_v2/source.py
@@ -37,6 +37,12 @@
 from workflow_manager.workflow_v2.file_history_helper import FileHistoryHelper
 from workflow_manager.workflow_v2.models.workflow import Workflow
 
+from backend.constants import FeatureFlag
+from unstract.flags.feature_flag import check_feature_flag_status
+
+if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+    from unstract.filesystem import FileStorageType, FileSystem
+
 logger = logging.getLogger(__name__)
 
 
@@ -475,11 +481,17 @@ def add_input_from_connector_to_volume(self, input_file_path: str) -> str:
         )
         self.publish_input_file_content(input_file_path, input_log)
 
-        with fsspec.open(source_file, "wb") as local_file:
-            local_file.write(file_content)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            file_storage = file_system.get_file_storage()
+            file_storage.write(path=source_file_path, mode="wb", data=file_content)
+            file_storage.write(path=infile_path, mode="wb", data=file_content)
+        else:
+            with fsspec.open(source_file, "wb") as local_file:
+                local_file.write(file_content)
 
-        # Copy file to infile directory
-        self.copy_file_to_infile_dir(source_file_path, infile_path)
+            # Copy file to infile directory
+            self.copy_file_to_infile_dir(source_file_path, infile_path)
 
         logger.info(f"{input_file_path} is added to execution directory")
         return hash_value_of_file_content
@@ -488,8 +500,76 @@ def add_input_from_api_storage_to_volume(self, input_file_path: str) -> None:
         """Add input file to execution directory from api storage."""
         infile_path = os.path.join(self.execution_dir, WorkflowFileType.INFILE)
         source_path = os.path.join(self.execution_dir, WorkflowFileType.SOURCE)
-        shutil.copyfile(input_file_path, infile_path)
-        shutil.copyfile(input_file_path, source_path)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            api_file_system = FileSystem(FileStorageType.API_EXECUTION)
+            api_file_storage = api_file_system.get_file_storage()
+            workflow_file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            workflow_file_storage = workflow_file_system.get_file_storage()
+            self._copy_file_to_destination(
+                source_storage=api_file_storage,
+                destination_storage=workflow_file_storage,
+                source_path=input_file_path,
+                destination_paths=[infile_path, source_path],
+            )
+        else:
+            shutil.copyfile(input_file_path, infile_path)
+            shutil.copyfile(input_file_path, source_path)
+
+    # TODO: replace it with method from SDK Utils
+    def _copy_file_to_destination(
+        self,
+        source_storage: Any,
+        destination_storage: Any,
+        source_path: str,
+        destination_paths: list[str],
+        chunk_size: int = 4096,
+    ) -> None:
+        """
+        Copy a file from a source storage to one or more paths in a
+        destination storage.
+
+        This function reads the source file in chunks and writes each chunk to
+        the specified destination paths. The function will continue until the
+        entire source file is copied.
+
+        Args:
+            source_storage (FileStorage): The storage object from which
+                the file is read.
+            destination_storage (FileStorage): The storage object to which
+                the file is written.
+            source_path (str): The path of the file in the source storage.
+            destination_paths (list[str]): A list of paths where the file will be
+                copied in the destination storage.
+            chunk_size (int, optional): The number of bytes to read per chunk.
+                Default is 4096 bytes.
+        """
+        seek_position = 0  # Start from the beginning
+        end_of_file = False
+
+        # Loop to read and write in chunks until the end of the file
+        while not end_of_file:
+            # Read a chunk from the source file
+            chunk = source_storage.read(
+                path=source_path,
+                mode="rb",
+                seek_position=seek_position,
+                length=chunk_size,
+            )
+            # Check if the end of the file has been reached
+            if not chunk:
+                end_of_file = True
+            else:
+                # Write the chunk to each destination path
+                for destination_file in destination_paths:
+                    destination_storage.write(
+                        path=destination_file,
+                        mode="ab",
+                        seek_position=seek_position,
+                        data=chunk,
+                    )
+
+                # Update the seek position
+                seek_position += len(chunk)
 
     def add_file_to_volume(self, input_file_path: str, file_hash: FileHash) -> str:
         """Add input file to execution directory.
@@ -584,12 +664,20 @@ def add_input_file_to_api_storage(
         for file in file_objs:
             file_name = file.name
             destination_path = os.path.join(api_storage_dir, file_name)
-            os.makedirs(os.path.dirname(destination_path), exist_ok=True)
-            with open(destination_path, "wb") as f:
+            if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+                file_system = FileSystem(FileStorageType.API_EXECUTION)
+                file_storage = file_system.get_file_storage()
                 buffer = bytearray()
                 for chunk in file.chunks():
                     buffer.extend(chunk)
-                f.write(buffer)
+                    file_storage.write(path=destination_path, mode="wb", data=buffer)
+            else:
+                os.makedirs(os.path.dirname(destination_path), exist_ok=True)
+                with open(destination_path, "wb") as f:
+                    buffer = bytearray()
+                    for chunk in file.chunks():
+                        buffer.extend(chunk)
+                    f.write(buffer)
             file_hash = cls.hash_str(buffer)
             connection_type = WorkflowEndpoint.ConnectionType.API
 
diff --git a/tox.ini b/tox.ini
index 7ca6d4ac8..3aac163bc 100644
--- a/tox.ini
+++ b/tox.ini
@@ -8,6 +8,7 @@ env_list = py{39,310,311}, worker
 changedir = worker
 setenv =
     PDM_IGNORE_SAVED_PYTHON="1"
+    PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION=python
 deps = pdm
 allowlist_externals=
     sh
diff --git a/unstract/filesystem/README.md b/unstract/filesystem/README.md
new file mode 100644
index 000000000..b4b530ef7
--- /dev/null
+++ b/unstract/filesystem/README.md
@@ -0,0 +1,70 @@
+# Filesystem
+
+The **Filesystem** module manages file storage interactions within the project. It is built on top of the **Unstract SDK**, ensuring consistency and flexibility across different storage backends.
+
+
+## Key Components
+### FileSystem Class
+The `FileSystem` class provides methods to configure, authenticate, and initialize storage mechanisms based on predefined types. It uses mappings and environment variables to customize its behavior dynamically.
+
+
+### Storage Types
+- **Workflow Execution Storage**: Temporary storage for workflow-related files.
+- **API Execution Storage**: Temporary storage for API-related files.
+
+### Mappings
+- **Storage Mapping**: Defines the storage class for each `FileStorageType`.
+- **Credentials Mapping**: Associates credentials (from environment variables) with specific `FileStorageType`.
+- **Provider Mapping**: Maps environment-based storage providers to `FileStorageType`.
+
+### Environment Variables
+The module relies on environment variables for configuration. Below is a detailed list of required variables:
+
+#### Provider Configuration
+
+`WORKFLOW_EXECUTION_FS_PROVIDER`: The provider for workflow execution storage (default: minio).
+`API_STORAGE_FS_PROVIDER`: The provider for API execution storage (default: minio).
+
+#### Credential Configuration
+
+`WORKFLOW_EXECUTION_FS_CREDENTIAL`: JSON string containing credentials for workflow execution storage.
+`API_STORAGE_FS_CREDENTIAL`: JSON string containing credentials for API execution storage.
+
+#### Additional Configuration
+
+`LEGACY_STORAGE_PATH` (*optional*): Used specifically with **PermanentFileStorage** for legacy data handling.
+
+
+### Example Environment File (.env)
+```env
+# Workflow Execution File Storage
+WORKFLOW_EXECUTION_FS_PROVIDER=minio
+WORKFLOW_EXECUTION_FS_CREDENTIAL={"access_key": "your-access-key", "secret_key": "your-secret-key"}
+
+# API Execution File Storage
+API_STORAGE_FS_PROVIDER=minio
+API_STORAGE_FS_CREDENTIAL={"access_key": "api-access-key", "secret_key": "api-secret-key"}
+
+# Legacy Storage Path (Optional)
+LEGACY_STORAGE_PATH=/path/to/legacy/storage
+```
+
+### How It Works
+1. **Storage Class Initialization**: Based on `FileStorageType`, the appropriate storage class is chosen from `STORAGE_MAPPING`.
+2. **Credential Injection**: Credentials are fetched from environment variables and injected into the storage class.
+3. **Provider Selection**: Providers are dynamically resolved using the `get_provider` method and mapped to the relevant `FileStorageType`.
+4. **Storage Instance Creation**: A storage instance is created and returned, ready for use.
+
+
+## Extending the System
+To add a new `FileStorageType`:
+
+1. Update the `FileStorageType` enum with the new type.
+2. Add the new type to:
+   - `STORAGE_MAPPING`: Map the type to a storage class.
+   - `FILE_STORAGE_CREDENTIALS_MAPPING`: Define its credentials.
+   - `FILE_STORAGE_PROVIDER_MAPPING`: Specify its provider.
+
+# Error Handling
+- If a provider is not found in the `FileStorageProvider` enum, a `ProviderNotFound` exception is raised.
+- If no valid credentials or mappings are found, the system raises appropriate exceptions (`ValueError`).
diff --git a/unstract/filesystem/pdm.lock b/unstract/filesystem/pdm.lock
new file mode 100644
index 000000000..29b4418ca
--- /dev/null
+++ b/unstract/filesystem/pdm.lock
@@ -0,0 +1,8 @@
+# This file is @generated by PDM.
+# It is not intended for manual editing.
+
+[metadata]
+groups = ["default"]
+strategy = ["cross_platform", "inherit_metadata"]
+lock_version = "4.4.2"
+content_hash = "sha256:761e9d2e66433c05e581c1ee8664065959079372805516912f6a3d14a3b2cec7"
diff --git a/unstract/filesystem/pyproject.toml b/unstract/filesystem/pyproject.toml
new file mode 100644
index 000000000..a4b2082c9
--- /dev/null
+++ b/unstract/filesystem/pyproject.toml
@@ -0,0 +1,18 @@
+[build-system]
+requires = ["pdm-backend"]
+build-backend = "pdm.backend"
+
+[project]
+name = "unstract-filesystem"
+version = "0.0.1"
+description = "Unstract filesystem package"
+authors = [
+    {name = "Zipstack Inc.", email = "devsupport@zipstack.com"},
+]
+dependencies = []
+requires-python = ">=3.9,<3.11.1"
+readme = "README.md"
+
+[tool.pdm.build]
+includes = ["src"]
+package-dir = "src"
diff --git a/unstract/filesystem/src/unstract/filesystem/__init__.py b/unstract/filesystem/src/unstract/filesystem/__init__.py
new file mode 100644
index 000000000..3cfdc80eb
--- /dev/null
+++ b/unstract/filesystem/src/unstract/filesystem/__init__.py
@@ -0,0 +1,10 @@
+"""
+This module exposes the main classes for file storage handling.
+"""
+
+from unstract.sdk.file_storage.fs_shared_temporary import SharedTemporaryFileStorage
+
+from .file_storage_types import FileStorageType
+from .filesystem import FileSystem
+
+__all__ = ["FileSystem", "SharedTemporaryFileStorage", "FileStorageType"]
diff --git a/unstract/filesystem/src/unstract/filesystem/exceptions.py b/unstract/filesystem/src/unstract/filesystem/exceptions.py
new file mode 100644
index 000000000..d51241478
--- /dev/null
+++ b/unstract/filesystem/src/unstract/filesystem/exceptions.py
@@ -0,0 +1,17 @@
+class FilesystemError(Exception):
+    """
+    Base exception class for filesystem-related errors.
+    """
+
+    default_message = "An error occurred in the filesystem operation."
+
+    def __init__(self, message: str = None):
+        self.message = message or self.default_message
+        super().__init__(self.message)
+
+    def __str__(self) -> str:
+        return self.message
+
+
+class ProviderNotFound(FilesystemError):
+    default_message = "The requested provider was not found."
diff --git a/unstract/filesystem/src/unstract/filesystem/file_storage_config.py b/unstract/filesystem/src/unstract/filesystem/file_storage_config.py
new file mode 100644
index 000000000..b0b497b7b
--- /dev/null
+++ b/unstract/filesystem/src/unstract/filesystem/file_storage_config.py
@@ -0,0 +1,51 @@
+import json
+import logging
+import os
+
+from unstract.sdk.file_storage import FileStorageProvider
+from unstract.sdk.file_storage.fs_shared_temporary import SharedTemporaryFileStorage
+
+from .exceptions import ProviderNotFound
+from .file_storage_types import FileStorageType  # Import the shared enum
+
+logger = logging.getLogger(__name__)
+
+
+def get_provider(var_name: str, default: str = "minio") -> FileStorageProvider:
+    """Retrieve the file storage provider based on an environment variable."""
+    provider_name = os.environ.get(var_name, default).capitalize()
+    try:
+        # Attempt to map the provider name to an enum value, case-insensitively
+        return FileStorageProvider[provider_name]
+    except KeyError:
+        allowed_providers = ", ".join(
+            [provider.name for provider in FileStorageProvider]
+        )
+        logger.error(
+            f"Invalid provider '{provider_name}'. Allowed providers: "
+            f"{allowed_providers}"
+        )
+        raise ProviderNotFound(f"Provider '{provider_name}' not found")
+
+
+# Mappings for storage types, credentials, and providers
+STORAGE_MAPPING = {
+    FileStorageType.WORKFLOW_EXECUTION: SharedTemporaryFileStorage,
+    FileStorageType.API_EXECUTION: SharedTemporaryFileStorage,
+}
+
+FILE_STORAGE_CREDENTIALS_MAPPING = {
+    FileStorageType.WORKFLOW_EXECUTION: json.loads(
+        os.environ.get("WORKFLOW_EXECUTION_FS_CREDENTIAL", "{}")
+    ),
+    FileStorageType.API_EXECUTION: json.loads(
+        os.environ.get("API_STORAGE_FS_CREDENTIAL", "{}")
+    ),
+}
+
+FILE_STORAGE_PROVIDER_MAPPING = {
+    FileStorageType.WORKFLOW_EXECUTION: get_provider(
+        "WORKFLOW_EXECUTION_FS_PROVIDER", "minio"
+    ),
+    FileStorageType.API_EXECUTION: get_provider("API_STORAGE_FS_PROVIDER", "minio"),
+}
diff --git a/unstract/filesystem/src/unstract/filesystem/file_storage_types.py b/unstract/filesystem/src/unstract/filesystem/file_storage_types.py
new file mode 100644
index 000000000..be9889c89
--- /dev/null
+++ b/unstract/filesystem/src/unstract/filesystem/file_storage_types.py
@@ -0,0 +1,6 @@
+from enum import Enum
+
+
+class FileStorageType(Enum):
+    WORKFLOW_EXECUTION = "WORKFLOW_EXECUTION"
+    API_EXECUTION = "API_EXECUTION"
diff --git a/unstract/filesystem/src/unstract/filesystem/filesystem.py b/unstract/filesystem/src/unstract/filesystem/filesystem.py
new file mode 100644
index 000000000..094d2448a
--- /dev/null
+++ b/unstract/filesystem/src/unstract/filesystem/filesystem.py
@@ -0,0 +1,51 @@
+import logging
+import os
+from typing import Any
+
+from unstract.sdk.file_storage import FileStorageProvider
+from unstract.sdk.file_storage.fs_impl import FileStorage
+from unstract.sdk.file_storage.fs_permanent import PermanentFileStorage
+
+from unstract.filesystem.file_storage_types import FileStorageType
+
+from .file_storage_config import (
+    FILE_STORAGE_CREDENTIALS_MAPPING,
+    FILE_STORAGE_PROVIDER_MAPPING,
+    STORAGE_MAPPING,
+)
+
+logger = logging.getLogger(__name__)
+
+
+class FileSystem:
+    def __init__(self, file_storage_type: FileStorageType):
+        self.file_storage_type = file_storage_type
+
+    def _get_credentials(self) -> dict[str, Any]:
+        """Retrieve storage credentials based on the storage type."""
+        return FILE_STORAGE_CREDENTIALS_MAPPING.get(self.file_storage_type, {})
+
+    def _get_provider(self) -> FileStorageProvider:
+        """Retrieve provider based on the storage type."""
+        provider_name = FILE_STORAGE_PROVIDER_MAPPING.get(self.file_storage_type)
+        if not provider_name:
+            raise ValueError(f"No provider found for {self.file_storage_type}.")
+        return provider_name
+
+    def get_file_storage(self) -> FileStorage:
+        """Initialize and return the appropriate file storage instance."""
+        # Get the storage class based on the FileStorageType
+        storage_class = STORAGE_MAPPING.get(self.file_storage_type)
+
+        if not storage_class:
+            raise ValueError(f"Unsupported FileStorageType: {self.file_storage_type}")
+
+        # Base configuration for all storage classes
+        credentials = self._get_credentials()
+
+        # Add specific parameters based on the storage class type
+        if storage_class == PermanentFileStorage:
+            credentials["legacy_storage_path"] = os.getenv("LEGACY_STORAGE_PATH", None)
+
+        # Return an instance of the storage class with the appropriate configuration
+        return storage_class(provider=self._get_provider(), **credentials)
diff --git a/unstract/workflow-execution/pyproject.toml b/unstract/workflow-execution/pyproject.toml
index b442540e8..511515644 100644
--- a/unstract/workflow-execution/pyproject.toml
+++ b/unstract/workflow-execution/pyproject.toml
@@ -23,6 +23,7 @@ dependencies = [
     "unstract-core",
     "unstract-tool-registry",
     "unstract-tool-sandbox",
+    "unstract-flags"
 ]
 requires-python = ">=3.9"
 readme = "README.md"
diff --git a/unstract/workflow-execution/src/unstract/workflow_execution/constants.py b/unstract/workflow-execution/src/unstract/workflow_execution/constants.py
index 172d12769..c00145620 100644
--- a/unstract/workflow-execution/src/unstract/workflow_execution/constants.py
+++ b/unstract/workflow-execution/src/unstract/workflow_execution/constants.py
@@ -21,6 +21,8 @@ class ToolRuntimeVariable:
     ADAPTER_LLMW_POLL_INTERVAL = "ADAPTER_LLMW_POLL_INTERVAL"
     ADAPTER_LLMW_MAX_POLLS = "ADAPTER_LLMW_MAX_POLLS"
     EXECUTION_BY_TOOL = "EXECUTION_BY_TOOL"
+    WORKFLOW_EXECUTION_DIR_PREFIX = "WORKFLOW_EXECUTION_DIR_PREFIX"
+    API_EXECUTION_DIR_PREFIX = "API_EXECUTION_DIR_PREFIX"
 
 
 class WorkflowFileType:
@@ -47,3 +49,9 @@ class ToolMetadataKey:
 class ToolOutputType:
     TXT = "TXT"
     JSON = "JSON"
+
+
+class FeatureFlag:
+    """Temporary feature flags."""
+
+    REMOTE_FILE_STORAGE = "remote_file_storage"
diff --git a/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py b/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
index 48dc77a70..84af11a47 100644
--- a/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
+++ b/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
@@ -6,12 +6,20 @@
 
 import fsspec
 from unstract.workflow_execution.constants import (
+    FeatureFlag,
     MetaDataKey,
     ToolMetadataKey,
     ToolOutputType,
+    ToolRuntimeVariable,
     WorkflowFileType,
 )
 from unstract.workflow_execution.exceptions import ToolMetadataNotFound
+from unstract.workflow_execution.tools_utils import ToolsUtils
+
+from unstract.flags.feature_flag import check_feature_flag_status
+
+if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+    from unstract.filesystem import FileStorageType, FileSystem
 
 logger = logging.getLogger(__name__)
 
@@ -23,9 +31,14 @@ def __init__(
         self.organization_id = organization_id
         self.workflow_id = workflow_id
         self.execution_id = execution_id
-        self.execution_dir = self.create_execution_dir_path(
-            workflow_id, execution_id, organization_id
-        )
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            self.execution_dir = self.get_execution_dir(
+                workflow_id, execution_id, organization_id
+            )
+        else:
+            self.execution_dir = self.create_execution_dir_path(
+                workflow_id, execution_id, organization_id
+            )
         self.source_file = os.path.join(self.execution_dir, WorkflowFileType.SOURCE)
         self.infile = os.path.join(self.execution_dir, WorkflowFileType.INFILE)
         self.metadata_file = os.path.join(
@@ -38,8 +51,14 @@ def get_workflow_metadata(self) -> dict[str, Any]:
         Returns:
             dict[str, Any]: Workflow metadata.
         """
-        with open(self.metadata_file) as file:
-            metadata: dict[str, Any] = json.load(file)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            file_storage = file_system.get_file_storage()
+            metadata_content = file_storage.read(path=self.metadata_file, mode="r")
+            metadata = json.loads(metadata_content)
+        else:
+            with open(self.metadata_file) as file:
+                metadata: dict[str, Any] = json.load(file)
         return metadata
 
     def get_list_of_tool_metadata(
@@ -100,9 +119,7 @@ def add_metadata_to_volume(self, input_file_path: str, source_hash: str) -> None
         Raises:
             None
         """
-        destination_path = os.path.join(
-            self.execution_dir, WorkflowFileType.METADATA_JSON
-        )
+        metadata_path = os.path.join(self.execution_dir, WorkflowFileType.METADATA_JSON)
         filename = os.path.basename(input_file_path)
         content = {
             MetaDataKey.SOURCE_NAME: filename,
@@ -111,8 +128,14 @@ def add_metadata_to_volume(self, input_file_path: str, source_hash: str) -> None
             MetaDataKey.WORKFLOW_ID: str(self.workflow_id),
             MetaDataKey.EXECUTION_ID: str(self.execution_id),
         }
-        with fsspec.open(f"file://{destination_path}", "w") as local_file:
-            json.dump(content, local_file)
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            file_storage = file_system.get_file_storage()
+            file_storage.write(path=metadata_path, mode="w", data=json.dumps(content))
+        else:
+            with fsspec.open(f"file://{metadata_path}", "w") as local_file:
+                json.dump(content, local_file)
+
         logger.info(
             f"metadata for {input_file_path} is " "added in to execution directory"
         )
@@ -145,3 +168,44 @@ def create_execution_dir_path(
         )
         execution_dir.mkdir(parents=True, exist_ok=True)
         return str(execution_dir)
+
+    @classmethod
+    def get_execution_dir(
+        cls, workflow_id: str, execution_id: str, organization_id: str
+    ) -> str:
+        """Create the directory path for storing execution-related files.
+
+        Parameters:
+        - workflow_id (str): Identifier for the workflow.
+        - execution_id (str): Identifier for the execution.
+        - organization_id (Optional[str]):
+            Identifier for the organization (default: None).
+
+        Returns:
+        str: The directory path for the execution.
+        """
+        path_prefix = ToolsUtils.get_env(
+            ToolRuntimeVariable.WORKFLOW_EXECUTION_DIR_PREFIX
+        )
+        execution_dir = Path(path_prefix) / organization_id / workflow_id / execution_id
+
+        return str(execution_dir)
+
+    @classmethod
+    def get_api_execution_dir(
+        cls, workflow_id: str, execution_id: str, organization_id: str
+    ) -> str:
+        """Create the directory path for storing execution-related files.
+
+        Parameters:
+        - workflow_id (str): Identifier for the workflow.
+        - execution_id (str): Identifier for the execution.
+        - organization_id (Optional[str]):
+            Identifier for the organization (default: None).
+
+        Returns:
+        str: The directory path for the execution.
+        """
+        path_prefix = ToolsUtils.get_env(ToolRuntimeVariable.API_EXECUTION_DIR_PREFIX)
+        execution_dir = Path(path_prefix) / organization_id / workflow_id / execution_id
+        return str(execution_dir)
diff --git a/worker/src/unstract/worker/clients/test_docker.py b/worker/src/unstract/worker/clients/test_docker.py
index d6d52fef0..6c587a78d 100644
--- a/worker/src/unstract/worker/clients/test_docker.py
+++ b/worker/src/unstract/worker/clients/test_docker.py
@@ -109,7 +109,6 @@ def test_get_image(docker_client, mocker):
 def test_get_container_run_config(docker_client, mocker):
     """Test the get_container_run_config method."""
     os.environ[Env.WORKFLOW_DATA_DIR] = "/source"
-    os.environ[Env.FLIPT_SERVICE_AVAILABLE] = "False"
     os.environ[Env.EXECUTION_RUN_DATA_FOLDER_PREFIX] = "/app/workflow_data"
     command = ["echo", "hello"]
     organization_id = "org123"

From 78ae55ea51892b7afc868b831e1d88f895ae4e4d Mon Sep 17 00:00:00 2001
From: ali <117142933+muhammad-ali-e@users.noreply.github.com>
Date: Mon, 25 Nov 2024 12:13:28 +0530
Subject: [PATCH 6/7] updated jsondump with jsondump method from filestorage
 (#859)

* updated jsondump with jsondump method from filestorage

* removed unwanted params
---
 .../src/unstract/workflow_execution/execution_file_handler.py   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py b/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
index 84af11a47..74d0efd3d 100644
--- a/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
+++ b/unstract/workflow-execution/src/unstract/workflow_execution/execution_file_handler.py
@@ -131,7 +131,7 @@ def add_metadata_to_volume(self, input_file_path: str, source_hash: str) -> None
         if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
             file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
             file_storage = file_system.get_file_storage()
-            file_storage.write(path=metadata_path, mode="w", data=json.dumps(content))
+            file_storage.json_dump(path=metadata_path, data=content)
         else:
             with fsspec.open(f"file://{metadata_path}", "w") as local_file:
                 json.dump(content, local_file)

From c4a6593cf52fa06808fe35e51ae0c1e55b63f32e Mon Sep 17 00:00:00 2001
From: ali <117142933+muhammad-ali-e@users.noreply.github.com>
Date: Tue, 26 Nov 2024 11:21:44 +0530
Subject: [PATCH 7/7] Fix/prompt studio basetool (#860)

* updated jsondump with jsondump method from filestorage

* removed unwanted params

* fix for initiating workflow_filestorage property in basetool same as sdk basetool

* resolved getting providername env by cahnging from capitalize to upper
---
 .../prompt_studio_core_v2/prompt_ide_base_tool.py      | 10 ++++++++++
 .../src/unstract/filesystem/file_storage_config.py     |  2 +-
 2 files changed, 11 insertions(+), 1 deletion(-)

diff --git a/backend/prompt_studio/prompt_studio_core_v2/prompt_ide_base_tool.py b/backend/prompt_studio/prompt_studio_core_v2/prompt_ide_base_tool.py
index d32828e3e..e72a7ca76 100644
--- a/backend/prompt_studio/prompt_studio_core_v2/prompt_ide_base_tool.py
+++ b/backend/prompt_studio/prompt_studio_core_v2/prompt_ide_base_tool.py
@@ -5,6 +5,9 @@
 from unstract.sdk.constants import LogLevel
 from unstract.sdk.tool.stream import StreamMixin
 
+from backend.constants import FeatureFlag
+from unstract.flags.feature_flag import check_feature_flag_status
+
 
 class PromptIdeBaseTool(StreamMixin):
     def __init__(self, log_level: LogLevel = LogLevel.INFO, org_id: str = "") -> None:
@@ -16,6 +19,13 @@ def __init__(self, log_level: LogLevel = LogLevel.INFO, org_id: str = "") -> Non
         """
         self.log_level = log_level
         self.org_id = org_id
+        self.workflow_filestorage = None
+        if check_feature_flag_status(FeatureFlag.REMOTE_FILE_STORAGE):
+            from unstract.filesystem import FileStorageType, FileSystem
+
+            file_system = FileSystem(FileStorageType.WORKFLOW_EXECUTION)
+            self.workflow_filestorage = file_system.get_file_storage()
+
         super().__init__(log_level=log_level)
 
     def get_env_or_die(self, env_key: str) -> str:
diff --git a/unstract/filesystem/src/unstract/filesystem/file_storage_config.py b/unstract/filesystem/src/unstract/filesystem/file_storage_config.py
index b0b497b7b..eb716fb48 100644
--- a/unstract/filesystem/src/unstract/filesystem/file_storage_config.py
+++ b/unstract/filesystem/src/unstract/filesystem/file_storage_config.py
@@ -13,7 +13,7 @@
 
 def get_provider(var_name: str, default: str = "minio") -> FileStorageProvider:
     """Retrieve the file storage provider based on an environment variable."""
-    provider_name = os.environ.get(var_name, default).capitalize()
+    provider_name = os.environ.get(var_name, default).upper()
     try:
         # Attempt to map the provider name to an enum value, case-insensitively
         return FileStorageProvider[provider_name]