diff --git a/poetry.lock b/poetry.lock
index 71be043b6..942402398 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1548,6 +1548,24 @@ files = [
     {file = "decorator-5.1.1.tar.gz", hash = "sha256:637996211036b6385ef91435e4fae22989472f9d571faba8927ba8253acbc330"},
 ]
 
+[[package]]
+name = "deepdiff"
+version = "7.0.1"
+description = "Deep Difference and Search of any Python object/data. Recreate objects by adding adding deltas to each other."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "deepdiff-7.0.1-py3-none-any.whl", hash = "sha256:447760081918216aa4fd4ca78a4b6a848b81307b2ea94c810255334b759e1dc3"},
+    {file = "deepdiff-7.0.1.tar.gz", hash = "sha256:260c16f052d4badbf60351b4f77e8390bee03a0b516246f6839bc813fb429ddf"},
+]
+
+[package.dependencies]
+ordered-set = ">=4.1.0,<4.2.0"
+
+[package.extras]
+cli = ["click (==8.1.7)", "pyyaml (==6.0.1)"]
+optimize = ["orjson"]
+
 [[package]]
 name = "defusedxml"
 version = "0.7.1"
@@ -2071,6 +2089,17 @@ docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1
 testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
 typing = ["typing-extensions (>=4.8)"]
 
+[[package]]
+name = "filetype"
+version = "1.2.0"
+description = "Infer file type and MIME type of any file/buffer. No external dependencies."
+optional = false
+python-versions = "*"
+files = [
+    {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
+    {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
+]
+
 [[package]]
 name = "flaml"
 version = "2.1.2"
@@ -3912,6 +3941,17 @@ files = [
 [package.dependencies]
 jsonpointer = ">=1.9"
 
+[[package]]
+name = "jsonpath-python"
+version = "1.0.6"
+description = "A more powerful JSONPath implementation in modern python"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "jsonpath-python-1.0.6.tar.gz", hash = "sha256:dd5be4a72d8a2995c3f583cf82bf3cd1a9544cfdabf2d22595b67aff07349666"},
+    {file = "jsonpath_python-1.0.6-py3-none-any.whl", hash = "sha256:1e3b78df579f5efc23565293612decee04214609208a2335884b3ee3f786b575"},
+]
+
 [[package]]
 name = "jsonpointer"
 version = "2.4"
@@ -4304,6 +4344,20 @@ files = [
 requests = ">=2,<3"
 types-requests = ">=2.31.0.2,<3.0.0.0"
 
+[[package]]
+name = "langdetect"
+version = "1.0.9"
+description = "Language detection library ported from Google's language-detection."
+optional = false
+python-versions = "*"
+files = [
+    {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
+    {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
+]
+
+[package.dependencies]
+six = "*"
+
 [[package]]
 name = "langflow-base"
 version = "0.0.60"
@@ -5268,6 +5322,31 @@ doc = ["myst-nb (>=1.0)", "numpydoc (>=1.7)", "pillow (>=9.4)", "pydata-sphinx-t
 extra = ["lxml (>=4.6)", "pydot (>=2.0)", "pygraphviz (>=1.12)", "sympy (>=1.10)"]
 test = ["pytest (>=7.2)", "pytest-cov (>=4.0)"]
 
+[[package]]
+name = "nltk"
+version = "3.8.1"
+description = "Natural Language Toolkit"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "nltk-3.8.1-py3-none-any.whl", hash = "sha256:fd5c9109f976fa86bcadba8f91e47f5e9293bd034474752e92a520f81c93dda5"},
+    {file = "nltk-3.8.1.zip", hash = "sha256:1834da3d0682cba4f2cede2f9aad6b0fafb6461ba451db0efb6f9c39798d64d3"},
+]
+
+[package.dependencies]
+click = "*"
+joblib = "*"
+regex = ">=2021.8.3"
+tqdm = "*"
+
+[package.extras]
+all = ["matplotlib", "numpy", "pyparsing", "python-crfsuite", "requests", "scikit-learn", "scipy", "twython"]
+corenlp = ["requests"]
+machine-learning = ["numpy", "python-crfsuite", "scikit-learn", "scipy"]
+plot = ["matplotlib"]
+tgrep = ["pyparsing"]
+twitter = ["twython"]
+
 [[package]]
 name = "nodeenv"
 version = "1.9.1"
@@ -5777,6 +5856,20 @@ document = ["ase", "cmaes (>=0.10.0)", "fvcore", "lightgbm", "matplotlib (!=3.6.
 optional = ["boto3", "cmaes (>=0.10.0)", "google-cloud-storage", "matplotlib (!=3.6.0)", "pandas", "plotly (>=4.9.0)", "redis", "scikit-learn (>=0.24.2)", "scipy", "torch"]
 test = ["coverage", "fakeredis[lua]", "kaleido", "moto", "pytest", "scipy (>=1.9.2)", "torch"]
 
+[[package]]
+name = "ordered-set"
+version = "4.1.0"
+description = "An OrderedSet is a custom MutableSet that remembers its order, so that every"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "ordered-set-4.1.0.tar.gz", hash = "sha256:694a8e44c87657c59292ede72891eb91d34131f6531463aab3009191c77364a8"},
+    {file = "ordered_set-4.1.0-py3-none-any.whl", hash = "sha256:046e1132c71fcf3330438a539928932caf51ddbc582496833e23de611de14562"},
+]
+
+[package.extras]
+dev = ["black", "mypy", "pytest"]
+
 [[package]]
 name = "orjson"
 version = "3.10.0"
@@ -7219,6 +7312,20 @@ asyncio-client = ["aiohttp (>=3.4)"]
 client = ["requests (>=2.21.0)", "websocket-client (>=0.54.0)"]
 docs = ["sphinx"]
 
+[[package]]
+name = "python-iso639"
+version = "2024.4.27"
+description = "ISO 639 language codes, names, and other associated information"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "python_iso639-2024.4.27-py3-none-any.whl", hash = "sha256:27526a84cebc4c4d53fea9d1ebbc7209c8d279bebaa343e6765a1fc8780565ab"},
+    {file = "python_iso639-2024.4.27.tar.gz", hash = "sha256:97e63b5603e085c6a56a12a95740010e75d9134e0aab767e0978b53fd8824f13"},
+]
+
+[package.extras]
+dev = ["black (==24.4.2)", "build (==1.2.1)", "flake8 (==7.0.0)", "pytest (==8.1.2)", "requests (==2.31.0)", "twine (==5.0.0)"]
+
 [[package]]
 name = "python-jose"
 version = "3.3.0"
@@ -7240,6 +7347,17 @@ cryptography = ["cryptography (>=3.4.0)"]
 pycrypto = ["pyasn1", "pycrypto (>=2.6.0,<2.7.0)"]
 pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"]
 
+[[package]]
+name = "python-magic"
+version = "0.4.27"
+description = "File type identification using libmagic"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "python-magic-0.4.27.tar.gz", hash = "sha256:c1ba14b08e4a5f5c31a302b7721239695b2f0f058d125bd5ce1ee36b9d9d3c3b"},
+    {file = "python_magic-0.4.27-py2.py3-none-any.whl", hash = "sha256:c212960ad306f700aa0d01e5d7a325d20548ff97eb9920dcd29513174f0294d3"},
+]
+
 [[package]]
 name = "python-multipart"
 version = "0.0.7"
@@ -7254,6 +7372,22 @@ files = [
 [package.extras]
 dev = ["atomicwrites (==1.2.1)", "attrs (==19.2.0)", "coverage (==6.5.0)", "hatch", "invoke (==2.2.0)", "more-itertools (==4.3.0)", "pbr (==4.3.0)", "pluggy (==1.0.0)", "py (==1.11.0)", "pytest (==7.2.0)", "pytest-cov (==4.0.0)", "pytest-timeout (==2.1.0)", "pyyaml (==5.1)"]
 
+[[package]]
+name = "python-pptx"
+version = "0.6.23"
+description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
+optional = false
+python-versions = "*"
+files = [
+    {file = "python-pptx-0.6.23.tar.gz", hash = "sha256:587497ff28e779ab18dbb074f6d4052893c85dedc95ed75df319364f331fedee"},
+    {file = "python_pptx-0.6.23-py3-none-any.whl", hash = "sha256:dd0527194627a2b7cc05f3ba23ecaa2d9a0d5ac9b6193a28ed1b7a716f4217d4"},
+]
+
+[package.dependencies]
+lxml = ">=3.1.0"
+Pillow = ">=3.3.2"
+XlsxWriter = ">=0.5.7"
+
 [[package]]
 name = "python-socketio"
 version = "5.11.2"
@@ -7541,6 +7675,111 @@ all = ["emoji", "langchain (>=0.0.321)", "ltp", "sentencepiece", "torch", "torch
 data-clean = ["emoji", "ltp", "sentencepiece", "torch", "torch (<=1.13.1)"]
 langchain = ["langchain (>=0.0.321)"]
 
+[[package]]
+name = "rapidfuzz"
+version = "3.9.3"
+description = "rapid fuzzy string matching"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "rapidfuzz-3.9.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bdb8c5b8e29238ec80727c2ba3b301efd45aa30c6a7001123a6647b8e6f77ea4"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b3bd0d9632088c63a241f217742b1cf86e2e8ae573e01354775bd5016d12138c"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:153f23c03d4917f6a1fc2fb56d279cc6537d1929237ff08ee7429d0e40464a18"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:a96c5225e840f1587f1bac8fa6f67562b38e095341576e82b728a82021f26d62"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b777cd910ceecd738adc58593d6ed42e73f60ad04ecdb4a841ae410b51c92e0e"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:53e06e4b81f552da04940aa41fc556ba39dee5513d1861144300c36c33265b76"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5c7ca5b6050f18fdcacdada2dc5fb7619ff998cd9aba82aed2414eee74ebe6cd"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:87bb8d84cb41446a808c4b5f746e29d8a53499381ed72f6c4e456fe0f81c80a8"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:959a15186d18425d19811bea86a8ffbe19fd48644004d29008e636631420a9b7"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:a24603dd05fb4e3c09d636b881ce347e5f55f925a6b1b4115527308a323b9f8e"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:0d055da0e801c71dd74ba81d72d41b2fa32afa182b9fea6b4b199d2ce937450d"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:875b581afb29a7213cf9d98cb0f98df862f1020bce9d9b2e6199b60e78a41d14"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-win32.whl", hash = "sha256:6073a46f61479a89802e3f04655267caa6c14eb8ac9d81a635a13805f735ebc1"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-win_amd64.whl", hash = "sha256:119c010e20e561249b99ca2627f769fdc8305b07193f63dbc07bca0a6c27e892"},
+    {file = "rapidfuzz-3.9.3-cp310-cp310-win_arm64.whl", hash = "sha256:790b0b244f3213581d42baa2fed8875f9ee2b2f9b91f94f100ec80d15b140ba9"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:f57e8305c281e8c8bc720515540e0580355100c0a7a541105c6cafc5de71daae"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:a4fc7b784cf987dbddc300cef70e09a92ed1bce136f7bb723ea79d7e297fe76d"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b422c0a6fe139d5447a0766268e68e6a2a8c2611519f894b1f31f0a392b9167"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f50fed4a9b0c9825ff37cf0bccafd51ff5792090618f7846a7650f21f85579c9"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:b80eb7cbe62348c61d3e67e17057cddfd6defab168863028146e07d5a8b24a89"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:65f45be77ec82da32ce5709a362e236ccf801615cc7163b136d1778cf9e31b14"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:fd84b7f652a5610733400307dc732f57c4a907080bef9520412e6d9b55bc9adc"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:3e6d27dad8c990218b8cd4a5c99cbc8834f82bb46ab965a7265d5aa69fc7ced7"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:05ee0696ebf0dfe8f7c17f364d70617616afc7dafe366532730ca34056065b8a"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:2bc8391749e5022cd9e514ede5316f86e332ffd3cfceeabdc0b17b7e45198a8c"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:93981895602cf5944d89d317ae3b1b4cc684d175a8ae2a80ce5b65615e72ddd0"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:754b719a4990735f66653c9e9261dcf52fd4d925597e43d6b9069afcae700d21"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-win32.whl", hash = "sha256:14c9f268ade4c88cf77ab007ad0fdf63699af071ee69378de89fff7aa3cae134"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-win_amd64.whl", hash = "sha256:bc1991b4cde6c9d3c0bbcb83d5581dc7621bec8c666c095c65b4277233265a82"},
+    {file = "rapidfuzz-3.9.3-cp311-cp311-win_arm64.whl", hash = "sha256:0c34139df09a61b1b557ab65782ada971b4a3bce7081d1b2bee45b0a52231adb"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:5d6a210347d6e71234af5c76d55eeb0348b026c9bb98fe7c1cca89bac50fb734"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:b300708c917ce52f6075bdc6e05b07c51a085733650f14b732c087dc26e0aaad"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:83ea7ca577d76778250421de61fb55a719e45b841deb769351fc2b1740763050"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8319838fb5b7b5f088d12187d91d152b9386ce3979ed7660daa0ed1bff953791"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:505d99131afd21529293a9a7b91dfc661b7e889680b95534756134dc1cc2cd86"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c52970f7784518d7c82b07a62a26e345d2de8c2bd8ed4774e13342e4b3ff4200"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:143caf7247449055ecc3c1e874b69e42f403dfc049fc2f3d5f70e1daf21c1318"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:b8ab0fa653d9225195a8ff924f992f4249c1e6fa0aea563f685e71b81b9fcccf"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:57e7c5bf7b61c7320cfa5dde1e60e678d954ede9bb7da8e763959b2138391401"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-musllinux_1_2_ppc64le.whl", hash = "sha256:51fa1ba84653ab480a2e2044e2277bd7f0123d6693051729755addc0d015c44f"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-musllinux_1_2_s390x.whl", hash = "sha256:17ff7f7eecdb169f9236e3b872c96dbbaf116f7787f4d490abd34b0116e3e9c8"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:afe7c72d3f917b066257f7ff48562e5d462d865a25fbcabf40fca303a9fa8d35"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-win32.whl", hash = "sha256:e53ed2e9b32674ce96eed80b3b572db9fd87aae6742941fb8e4705e541d861ce"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-win_amd64.whl", hash = "sha256:35b7286f177e4d8ba1e48b03612f928a3c4bdac78e5651379cec59f95d8651e6"},
+    {file = "rapidfuzz-3.9.3-cp312-cp312-win_arm64.whl", hash = "sha256:e6e4b9380ed4758d0cb578b0d1970c3f32dd9e87119378729a5340cb3169f879"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:a39890013f6d5b056cc4bfdedc093e322462ece1027a57ef0c636537bdde7531"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:b5bc0fdbf419493163c5c9cb147c5fbe95b8e25844a74a8807dcb1a125e630cf"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:efe6e200a75a792d37b960457904c4fce7c928a96ae9e5d21d2bd382fe39066e"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:de077c468c225d4c18f7188c47d955a16d65f21aab121cbdd98e3e2011002c37"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f917eaadf5388466a95f6a236f678a1588d231e52eda85374077101842e794e"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:858ba57c05afd720db8088a8707079e8d024afe4644001fe0dbd26ef7ca74a65"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d36447d21b05f90282a6f98c5a33771805f9222e5d0441d03eb8824e33e5bbb4"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:acbe4b6f1ccd5b90c29d428e849aa4242e51bb6cab0448d5f3c022eb9a25f7b1"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:53c7f27cdf899e94712972237bda48cfd427646aa6f5d939bf45d084780e4c16"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:6175682a829c6dea4d35ed707f1dadc16513270ef64436568d03b81ccb6bdb74"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-musllinux_1_2_s390x.whl", hash = "sha256:5276df395bd8497397197fca2b5c85f052d2e6a66ffc3eb0544dd9664d661f95"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:77b5c4f3e72924d7845f0e189c304270066d0f49635cf8a3938e122c437e58de"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-win32.whl", hash = "sha256:8add34061e5cd561c72ed4febb5c15969e7b25bda2bb5102d02afc3abc1f52d0"},
+    {file = "rapidfuzz-3.9.3-cp38-cp38-win_amd64.whl", hash = "sha256:604e0502a39cf8e67fa9ad239394dddad4cdef6d7008fdb037553817d420e108"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:21047f55d674614eb4b0ab34e35c3dc66f36403b9fbfae645199c4a19d4ed447"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:a56da3aff97cb56fe85d9ca957d1f55dbac7c27da927a86a2a86d8a7e17f80aa"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:964c08481aec2fe574f0062e342924db2c6b321391aeb73d68853ed42420fd6d"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5e2b827258beefbe5d3f958243caa5a44cf46187eff0c20e0b2ab62d1550327a"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:c6e65a301fcd19fbfbee3a514cc0014ff3f3b254b9fd65886e8a9d6957fb7bca"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:cbe93ba1725a8d47d2b9dca6c1f435174859427fbc054d83de52aea5adc65729"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aca21c0a34adee582775da997a600283e012a608a107398d80a42f9a57ad323d"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:256e07d3465173b2a91c35715a2277b1ee3ae0b9bbab4e519df6af78570741d0"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:802ca2cc8aa6b8b34c6fdafb9e32540c1ba05fca7ad60b3bbd7ec89ed1797a87"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:dd789100fc852cffac1449f82af0da139d36d84fd9faa4f79fc4140a88778343"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:5d0abbacdb06e27ff803d7ae0bd0624020096802758068ebdcab9bd49cf53115"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:378d1744828e27490a823fc6fe6ebfb98c15228d54826bf4e49e4b76eb5f5579"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-win32.whl", hash = "sha256:5d0cb272d43e6d3c0dedefdcd9d00007471f77b52d2787a4695e9dd319bb39d2"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-win_amd64.whl", hash = "sha256:15e4158ac4b3fb58108072ec35b8a69165f651ba1c8f43559a36d518dbf9fb3f"},
+    {file = "rapidfuzz-3.9.3-cp39-cp39-win_arm64.whl", hash = "sha256:58c6a4936190c558d5626b79fc9e16497e5df7098589a7e80d8bff68148ff096"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-macosx_10_9_x86_64.whl", hash = "sha256:5410dc848c947a603792f4f51b904a3331cf1dc60621586bfbe7a6de72da1091"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:282d55700a1a3d3a7980746eb2fcd48c9bbc1572ebe0840d0340d548a54d01fe"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dc1037507810833646481f5729901a154523f98cbebb1157ba3a821012e16402"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:5e33f779391caedcba2ba3089fb6e8e557feab540e9149a5c3f7fea7a3a7df37"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41a81a9f311dc83d22661f9b1a1de983b201322df0c4554042ffffd0f2040c37"},
+    {file = "rapidfuzz-3.9.3-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:a93250bd8fae996350c251e1752f2c03335bb8a0a5b0c7e910a593849121a435"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:3617d1aa7716c57d120b6adc8f7c989f2d65bc2b0cbd5f9288f1fc7bf469da11"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:ad04a3f5384b82933213bba2459f6424decc2823df40098920856bdee5fd6e88"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8709918da8a88ad73c9d4dd0ecf24179a4f0ceba0bee21efc6ea21a8b5290349"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:b770f85eab24034e6ef7df04b2bfd9a45048e24f8a808e903441aa5abde8ecdd"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:930b4e6fdb4d914390141a2b99a6f77a52beacf1d06aa4e170cba3a98e24c1bc"},
+    {file = "rapidfuzz-3.9.3-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:c8444e921bfc3757c475c4f4d7416a7aa69b2d992d5114fe55af21411187ab0d"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-macosx_10_9_x86_64.whl", hash = "sha256:2c1d3ef3878f871abe6826e386c3d61b5292ef5f7946fe646f4206b85836b5da"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:d861bf326ee7dabc35c532a40384541578cd1ec1e1b7db9f9ecbba56eb76ca22"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:cde6b9d9ba5007077ee321ec722fa714ebc0cbd9a32ccf0f4dd3cc3f20952d71"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:3bb6546e7b6bed1aefbe24f68a5fb9b891cc5aef61bca6c1a7b1054b7f0359bb"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3d8a57261ef7996d5ced7c8cba9189ada3fbeffd1815f70f635e4558d93766cb"},
+    {file = "rapidfuzz-3.9.3-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:67201c02efc596923ad950519e0b75ceb78d524177ea557134d6567b9ac2c283"},
+    {file = "rapidfuzz-3.9.3.tar.gz", hash = "sha256:b398ea66e8ed50451bce5997c430197d5e4b06ac4aa74602717f792d8d8d06e2"},
+]
+
+[package.extras]
+full = ["numpy"]
+
 [[package]]
 name = "realtime"
 version = "1.0.5"
@@ -7702,6 +7941,20 @@ requests = ">=2.0.0"
 [package.extras]
 rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
+    {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
+]
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
 [[package]]
 name = "respx"
 version = "0.21.1"
@@ -8391,6 +8644,20 @@ files = [
 [package.dependencies]
 mpmath = ">=1.1.0,<1.4.0"
 
+[[package]]
+name = "tabulate"
+version = "0.9.0"
+description = "Pretty-print tabular data"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
+    {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
+]
+
+[package.extras]
+widechars = ["wcwidth"]
+
 [[package]]
 name = "tbb"
 version = "2021.12.0"
@@ -9162,6 +9429,139 @@ files = [
 pyperclip = "*"
 six = "*"
 
+[[package]]
+name = "unstructured"
+version = "0.14.4"
+description = "A library that prepares raw documents for downstream ML tasks."
+optional = false
+python-versions = "<3.13,>=3.9.0"
+files = [
+    {file = "unstructured-0.14.4-py3-none-any.whl", hash = "sha256:d79104a574fd4de07548ee12ef63c34fab0a454a514d6252a261c7e8f15b9b1f"},
+    {file = "unstructured-0.14.4.tar.gz", hash = "sha256:f4f3b5f18fcc174d3d606cbc3a9affa418494a8ea96424a112d0080fc9e93560"},
+]
+
+[package.dependencies]
+backoff = "*"
+beautifulsoup4 = "*"
+chardet = "*"
+dataclasses-json = "*"
+emoji = "*"
+filetype = "*"
+langdetect = "*"
+lxml = "*"
+markdown = {version = "*", optional = true, markers = "extra == \"md\""}
+nltk = "*"
+numpy = "*"
+python-docx = {version = ">=1.1.2", optional = true, markers = "extra == \"docx\""}
+python-iso639 = "*"
+python-magic = "*"
+python-pptx = {version = "<=0.6.23", optional = true, markers = "extra == \"pptx\""}
+rapidfuzz = "*"
+requests = "*"
+tabulate = "*"
+typing-extensions = "*"
+unstructured-client = "*"
+wrapt = "*"
+
+[package.extras]
+airtable = ["pyairtable"]
+all-docs = ["effdet", "google-cloud-vision", "markdown", "msg-parser", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypandoc", "pypdf", "pytesseract", "python-docx (>=1.1.2)", "python-pptx (<=0.6.23)", "unstructured-inference (==0.7.33)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+astra = ["astrapy"]
+azure = ["adlfs", "fsspec"]
+azure-cognitive-search = ["azure-search-documents"]
+bedrock = ["boto3", "langchain-community"]
+biomed = ["bs4"]
+box = ["boxfs", "fsspec"]
+chroma = ["chromadb", "importlib-metadata (>=7.1.0)", "typer (<=0.9.0)"]
+clarifai = ["clarifai"]
+confluence = ["atlassian-python-api"]
+csv = ["pandas"]
+databricks-volumes = ["databricks-sdk"]
+delta-table = ["deltalake", "fsspec"]
+discord = ["discord-py"]
+doc = ["python-docx (>=1.1.2)"]
+docx = ["python-docx (>=1.1.2)"]
+dropbox = ["dropboxdrivefs", "fsspec"]
+elasticsearch = ["elasticsearch"]
+embed-huggingface = ["huggingface", "langchain-community", "sentence-transformers"]
+embed-octoai = ["openai", "tiktoken"]
+embed-vertexai = ["langchain", "langchain-community", "langchain-google-vertexai"]
+embed-voyageai = ["langchain", "langchain-voyageai"]
+epub = ["pypandoc"]
+gcs = ["bs4", "fsspec", "gcsfs"]
+github = ["pygithub (>1.58.0)"]
+gitlab = ["python-gitlab"]
+google-drive = ["google-api-python-client"]
+hubspot = ["hubspot-api-client", "urllib3"]
+huggingface = ["langdetect", "sacremoses", "sentencepiece", "torch", "transformers"]
+image = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypdf", "pytesseract", "unstructured-inference (==0.7.33)", "unstructured.pytesseract (>=0.3.12)"]
+jira = ["atlassian-python-api"]
+local-inference = ["effdet", "google-cloud-vision", "markdown", "msg-parser", "networkx", "onnx", "openpyxl", "pandas", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypandoc", "pypdf", "pytesseract", "python-docx (>=1.1.2)", "python-pptx (<=0.6.23)", "unstructured-inference (==0.7.33)", "unstructured.pytesseract (>=0.3.12)", "xlrd"]
+md = ["markdown"]
+mongodb = ["pymongo"]
+msg = ["msg-parser"]
+notion = ["htmlBuilder", "notion-client"]
+odt = ["pypandoc", "python-docx (>=1.1.2)"]
+onedrive = ["Office365-REST-Python-Client", "bs4", "msal"]
+openai = ["langchain-community", "openai", "tiktoken"]
+opensearch = ["opensearch-py"]
+org = ["pypandoc"]
+outlook = ["Office365-REST-Python-Client", "msal"]
+paddleocr = ["unstructured.paddleocr (==2.6.1.3)"]
+pdf = ["effdet", "google-cloud-vision", "onnx", "pdf2image", "pdfminer.six", "pikepdf", "pillow-heif", "pypdf", "pytesseract", "unstructured-inference (==0.7.33)", "unstructured.pytesseract (>=0.3.12)"]
+pinecone = ["pinecone-client (>=3.7.1)"]
+postgres = ["psycopg2-binary"]
+ppt = ["python-pptx (<=0.6.23)"]
+pptx = ["python-pptx (<=0.6.23)"]
+qdrant = ["qdrant-client"]
+reddit = ["praw"]
+rst = ["pypandoc"]
+rtf = ["pypandoc"]
+s3 = ["fsspec", "s3fs"]
+salesforce = ["simple-salesforce"]
+sftp = ["fsspec", "paramiko"]
+sharepoint = ["Office365-REST-Python-Client", "msal"]
+slack = ["slack-sdk"]
+tsv = ["pandas"]
+weaviate = ["weaviate-client"]
+wikipedia = ["wikipedia"]
+xlsx = ["networkx", "openpyxl", "pandas", "xlrd"]
+
+[[package]]
+name = "unstructured-client"
+version = "0.23.1"
+description = "Python Client SDK for Unstructured API"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "unstructured-client-0.23.1.tar.gz", hash = "sha256:844c0355e27d97ed87fa489fcf24e38f3c4d42fb8245645aa58629cbf5b8c08e"},
+    {file = "unstructured_client-0.23.1-py3-none-any.whl", hash = "sha256:93a8729d9dfbe9fe18560288fcd69043946f85b4333ea1af189d5309a671008a"},
+]
+
+[package.dependencies]
+certifi = ">=2023.7.22"
+charset-normalizer = ">=3.2.0"
+dataclasses-json = ">=0.6.4"
+deepdiff = ">=6.0"
+httpx = ">=0.27.0"
+idna = ">=3.4"
+jsonpath-python = ">=1.0.6"
+marshmallow = ">=3.19.0"
+mypy-extensions = ">=1.0.0"
+nest-asyncio = ">=1.6.0"
+packaging = ">=23.1"
+pypdf = ">=4.0"
+python-dateutil = ">=2.8.2"
+requests = ">=2.31.0"
+requests-toolbelt = ">=1.0.0"
+six = ">=1.16.0"
+typing-extensions = ">=4.7.1"
+typing-inspect = ">=0.9.0"
+urllib3 = ">=1.26.18"
+
+[package.extras]
+dev = ["pylint (==3.1.0)"]
+
 [[package]]
 name = "upstash-vector"
 version = "0.4.0"
@@ -9695,6 +10095,17 @@ files = [
 [package.dependencies]
 h11 = ">=0.9.0,<1"
 
+[[package]]
+name = "xlsxwriter"
+version = "3.2.0"
+description = "A Python module for creating Excel XLSX files."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e"},
+    {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
+]
+
 [[package]]
 name = "xxhash"
 version = "3.4.1"
@@ -10038,4 +10449,4 @@ local = ["ctransformers", "llama-cpp-python", "sentence-transformers"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "2ba268be17a69253c9631ec721ece465a85a22949c2df7c712b7aa12d1a002fa"
+content-hash = "2a5cccb4fcd7feab46c9560d3add946ee2134ff225b8d393561ff2e874d2571a"
diff --git a/pyproject.toml b/pyproject.toml
index 84ddf1144..58a6f2872 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,6 +86,7 @@ youtube-transcript-api = "^0.6.2"
 markdown = "^3.6"
 langchain-chroma = "^0.1.1"
 upstash-vector = "^0.4.0"
+unstructured = {extras = ["docx", "md", "pptx"], version = "^0.14.4"}
 
 
 [tool.poetry.group.dev.dependencies]