From 3f66ae27a9b5b50b4dcbfc6bc048e5ab73a22576 Mon Sep 17 00:00:00 2001
From: Aaron Steers <aj@airbyte.io>
Date: Tue, 21 Jan 2025 21:12:56 -0800
Subject: [PATCH 1/2] chore: add ruff rules

---
 ruff.toml | 164 +++++++++++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 163 insertions(+), 1 deletion(-)

diff --git a/ruff.toml b/ruff.toml
index 5ed2f45e2..9cea450a5 100644
--- a/ruff.toml
+++ b/ruff.toml
@@ -1,6 +1,168 @@
 # Ruff configuration moved from pyproject.toml
 target-version = "py310"
 line-length = 100
+exclude = [
+    ".git",
+    ".github",
+    ".mypy_cache",
+    ".pytest_cache",
+    ".venv",
+    "build",
+    "dist",
+    "node_modules",
+    "unit_tests",
+]
+preview = true
+
+[format]
+quote-style = "double"
+indent-style = "space"
+skip-magic-trailing-comma = false
+line-ending = "auto"
+docstring-code-format = true
 
 [lint]
-select = ["I"]
+select = [
+    # For rules reference, see https://docs.astral.sh/ruff/rules/
+    "A",     # flake8-builtins
+    "ANN",   # flake8-annotations
+    "ARG",   # flake8-unused-arguments
+    "ASYNC", # flake8-async
+    "B",     # flake8-bugbear
+    "BLE",   # Blind except
+    "C4",    # flake8-comprehensions
+    "C90",   # mccabe (complexity)
+    "COM",   # flake8-commas
+    "DTZ",   # flake8-datetimez
+    "E",     # pycodestyle (errors)
+    "ERA",   # flake8-eradicate (commented out code)
+    "EXE",   # flake8-executable
+    "F",     # Pyflakes
+    "FA",    # flake8-future-annotations
+    "FBT",   # flake8-boolean-trap
+    "FIX",   # flake8-fixme
+    "FLY",   # flynt
+    "FURB",  # Refurb
+    "I",     # isort
+    "ICN",   # flake8-import-conventions
+    "INP",   # flake8-no-pep420
+    "INT",   # flake8-gettext
+    "ISC",   # flake8-implicit-str-concat
+    "LOG",   # flake8-logging
+    "N",     # pep8-naming
+    "PERF",  # Perflint
+    "PGH",   # pygrep-hooks
+    "PIE",   # flake8-pie
+    "PL",    # Pylint
+    "PT",    # flake8-pytest-style
+    "PTH",   # flake8-use-pathlib
+    "PYI",   # flake8-pyi
+    "Q",     # flake8-quotes
+    "RET",   # flake8-return
+    "RSE",   # flake8-raise
+    "RUF",   # Ruff-specific rules
+    "SIM",   # flake8-simplify
+    "SLF",   # flake8-self
+    "SLOT",  # flake8-slots
+    "T10",   # debugger calls
+    "TC",    # flake8-type-checking
+    "TD",     # flake8-todos
+    "TID",    # flake8-tidy-imports
+    "TRY",    # tryceratops
+    "TRY002", # Disallow raising vanilla Exception. Create or use a custom exception instead.
+    "UP",     # pyupgrade
+    "W",      # pycodestyle (warnings)
+    "YTT",    # flake8-2020
+]
+ignore = [
+    # For rules reference, see https://docs.astral.sh/ruff/rules/
+
+    # Consider re-enabling these when we have time to address them:
+    "A003",    # Class attribute 'type' is shadowing a Python builtin
+    "BLE001",  # Do not catch blind exception: Exception
+    "C416",    # Allow unnecessary-comprehensions. Auto-fix sometimes unsafe if operating over a mapping.
+    "CPY",     # missing copyright notice (we have another tool for this)
+    "DTZ005",  # Allow use of 'datetime.datetime.now()' without timezone (we should fix these eventually)
+    "DTZ007",  # Allow use of 'strptime()' without timezone (we should fix these eventually)
+    "D",       # pydocstyle (Docstring conventions)
+    "D102",    # Missing docstring in public method
+    "D103",    # Missing docstring in public function
+    "E501",    # Line too long
+    "ERA001",  # Remove commented-out code
+    "FIX002",  # Allow "TODO:" comments
+    "PGH003",  # Allow non-specific "type: ignore" comments
+    "PLW0108", # Lambda may be unnecessary; consider inlining inner function
+    "PLW0603", # Using the global statement to update _cache is discouraged
+    "T20",     # flake8-print, consider re-enabling once we have logging
+    "TD003",   # Require issue links for TODOs
+
+    # These we don't agree with or don't want to prioritize to enforce:
+    "ANN003",  # kwargs missing type annotations
+    "ASYNC1",  # flake8-trio (opinionated, noisy)
+    "COM812",  # Because it conflicts with ruff auto-format
+    "DJ",      # Django linting
+    "EM",      # flake8-errmsgs (may reconsider later)
+    "FURB189", # Subclassing safety at the cost if isinstance() instability
+    "G",       # flake8-logging-format
+    "INP001",  # Dir 'examples' is part of an implicit namespace package. Add an __init__.py.
+    "ISC001",  # Conflicts with ruff auto-format
+    "N818",    # Custom exception names should use the suffix "Error"
+    "NPY",     # NumPy-specific rules
+    "N805",    # Enforce first-arg is 'self' (false positive for class methods in Pydantic)
+    "PD",      # pandas-vet
+    "PERF203", # exception handling in loop
+    "PIE790",  # Allow unnecssary 'pass' (sometimes useful for readability)
+    "PLR6201", # Allow membership checks in lists (set-based check is unsafe when values are unhashable)
+    "PLR6301", # Allow class methods that don't use 'self' (otherwise noisy)
+    "RET504",  # Ignore unnecessary assign before return
+    "RUF022",  # Allow unsorted __all__ (sometimes useful for grouping by type with pdoc)
+    "S",       # flake8-bandit (noisy, security related)
+    "SIM910",  # Allow "None" as second argument to Dict.get(). "Explicit is better than implicit."
+    "TC003",   # Moving standard library imports under `TYPE_CHECKING` blocks is unsafe with Pydantic and Serpyco models
+    "TD002",   # Require author for TODOs
+    "TRY003",  # Allow string passing to exception constructor.
+    "TRY400",  # Ignore for now: prefer logging.exception over logging.error
+]
+fixable = ["ALL"]
+unfixable = [
+    "ERA001", # Commented-out code (avoid silent loss of code)
+    "T201",   # print() calls (avoid silent loss of code / log messages)
+    "TC001",  # Moving application imports under `TYPE_CHECKING` blocks is unsafe with Pydantic and Serpyco models
+    "TC002",  # Moving 3rd part imports under `TYPE_CHECKING` blocks is unsafe with Pydantic and Serpyco models
+]
+dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
+
+[lint.pylint]
+max-args = 8      # Relaxed from default of 5
+max-branches = 15 # Relaxed from default of 12
+
+[lint.isort]
+force-sort-within-sections = false
+lines-after-imports = 2
+known-first-party = [
+    "airbyte_protocol",
+    "airbyte_protocol_dataclasses",
+]
+known-local-folder = ["airbyte_cdk"]
+# required-imports = ["from __future__ import annotations"]
+known-third-party = []
+section-order = [
+    "future",
+    "standard-library",
+    "third-party",
+    "first-party",
+    "local-folder",
+]
+
+[lint.pydocstyle]
+convention = "google"
+
+[lint.mccabe]
+max-complexity = 24
+
+[lint.pycodestyle]
+ignore-overlong-task-comments = true
+
+[lint.flake8-annotations]
+allow-star-arg-any = false
+ignore-fully-untyped = false

From 9b1c86f1fa805e3e52e9654ccce8a764e5d2c6e6 Mon Sep 17 00:00:00 2001
From: Aaron Steers <aj@airbyte.io>
Date: Tue, 21 Jan 2025 21:13:17 -0800
Subject: [PATCH 2/2] chore: bump ruff version

---
 poetry.lock    | 384 ++++++++++++++++++++++++++++++++++++++++++++++---
 pyproject.toml |   2 +-
 2 files changed, 362 insertions(+), 24 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 3f5f8c634..0983a8ff1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.5 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -6,6 +6,8 @@ version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
     {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
@@ -17,6 +19,8 @@ version = "3.11.11"
 description = "Async http client/server framework (asyncio)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a60804bff28662cbcf340a4d61598891f12eea3a66af48ecfdc975ceec21e3c8"},
     {file = "aiohttp-3.11.11-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:4b4fa1cb5f270fb3eab079536b764ad740bb749ce69a94d4ec30ceee1b5940d5"},
@@ -115,6 +119,8 @@ version = "1.3.2"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "aiosignal-1.3.2-py2.py3-none-any.whl", hash = "sha256:45cde58e409a301715980c2b01d0c28bdde3770d8290b5eb2173759d9acb31a5"},
     {file = "aiosignal-1.3.2.tar.gz", hash = "sha256:a8c255c66fafb1e499c9351d0bf32ff2d8a0321595ebac3b93713656d2436f54"},
@@ -129,6 +135,8 @@ version = "0.14.1"
 description = "Declares the Airbyte Protocol using Python Dataclasses. Dataclasses in Python have less performance overhead compared to Pydantic models, making them a more efficient choice for scenarios where speed and memory usage are critical"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "airbyte_protocol_models_dataclasses-0.14.1-py3-none-any.whl", hash = "sha256:dfe10b32ee09e6ba9b4f17bd309e841b61cbd61ec8f80b1937ff104efd6209a9"},
     {file = "airbyte_protocol_models_dataclasses-0.14.1.tar.gz", hash = "sha256:f62a46556b82ea0d55de144983141639e8049d836dd4e0a9d7234c5b2e103c08"},
@@ -140,6 +148,8 @@ version = "0.7.0"
 description = "Reusable constraint types to use with typing.Annotated"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
@@ -151,6 +161,8 @@ version = "4.8.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
     {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
@@ -173,6 +185,8 @@ version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "extra == \"vector-db-based\" and python_version < \"3.11\""
 files = [
     {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
     {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
@@ -184,6 +198,8 @@ version = "3.4.3"
 description = "reference implementation of PEP 3156"
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "asyncio-3.4.3-cp33-none-win32.whl", hash = "sha256:b62c9157d36187eca799c378e572c969f0da87cd5fc42ca372d92cdb06e7e1de"},
     {file = "asyncio-3.4.3-cp33-none-win_amd64.whl", hash = "sha256:c46a87b48213d7464f22d9a497b9eef8c1928b68320a2fa94240f969f6fec08c"},
@@ -197,6 +213,8 @@ version = "0.4.0"
 description = "PEP 224 implementation"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "attributes-doc-0.4.0.tar.gz", hash = "sha256:b1576c94a714e9fc2c65c47cf10d0c8e1a5f7c4f5ae7f69006be108d95cbfbfb"},
     {file = "attributes_doc-0.4.0-py2.py3-none-any.whl", hash = "sha256:4c3007d9e58f3a6cb4b9c614c4d4ce2d92161581f28e594ddd8241cc3a113bdd"},
@@ -208,6 +226,8 @@ version = "24.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "attrs-24.3.0-py3-none-any.whl", hash = "sha256:ac96cd038792094f438ad1f6ff80837353805ac950cd2aa0e0625ef19850c308"},
     {file = "attrs-24.3.0.tar.gz", hash = "sha256:8f5c07333d543103541ba7be0e2ce16eeee8130cb0b3f9238ab904ce1e85baff"},
@@ -227,6 +247,8 @@ version = "1.12.0"
 description = "Avro is a serialization and RPC framework."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "avro-1.12.0-py2.py3-none-any.whl", hash = "sha256:9a255c72e1837341dd4f6ff57b2b6f68c0f0cecdef62dd04962e10fd33bec05b"},
     {file = "avro-1.12.0.tar.gz", hash = "sha256:cad9c53b23ceed699c7af6bddced42e2c572fd6b408c257a7d4fc4e8cf2e2d6b"},
@@ -242,6 +264,8 @@ version = "2.2.1"
 description = "Function decoration for backoff and retry"
 optional = false
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "backoff-2.2.1-py3-none-any.whl", hash = "sha256:63579f9a0628e06278f7e47b7d7d5b6ce20dc65c5e96a6f3ca99a6adca0396e8"},
     {file = "backoff-2.2.1.tar.gz", hash = "sha256:03f829f5bb1923180821643f8753b0502c3b682293992485b0eef2807afa5cba"},
@@ -253,6 +277,8 @@ version = "4.12.3"
 description = "Screen-scraping library"
 optional = true
 python-versions = ">=3.6.0"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "beautifulsoup4-4.12.3-py3-none-any.whl", hash = "sha256:b80878c9f40111313e55da8ba20bdba06d8fa3969fc68304167741bbf9e082ed"},
     {file = "beautifulsoup4-4.12.3.tar.gz", hash = "sha256:74e3d1928edc070d21748185c46e3fb33490f22f52a3addee9aee0f4f7781051"},
@@ -274,6 +300,8 @@ version = "2.5.post1"
 description = "Bash style brace expander."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "bracex-2.5.post1-py3-none-any.whl", hash = "sha256:13e5732fec27828d6af308628285ad358047cec36801598368cb28bc631dbaf6"},
     {file = "bracex-2.5.post1.tar.gz", hash = "sha256:12c50952415bfa773d2d9ccb8e79651b8cdb1f31a42f6091b804f6ba2b4a66b6"},
@@ -285,6 +313,8 @@ version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
     {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
@@ -296,6 +326,8 @@ version = "24.1.2"
 description = "Composable complex class support for attrs and dataclasses."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cattrs-24.1.2-py3-none-any.whl", hash = "sha256:67c7495b760168d931a10233f979b28dc04daf853b30752246f4f8471c6d68d0"},
     {file = "cattrs-24.1.2.tar.gz", hash = "sha256:8028cfe1ff5382df59dd36474a86e02d817b06eaf8af84555441bac915d2ef85"},
@@ -322,6 +354,8 @@ version = "2024.12.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
     {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
@@ -333,6 +367,8 @@ version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
     {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
@@ -412,6 +448,8 @@ version = "5.2.0"
 description = "Universal encoding detector for Python 3"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "chardet-5.2.0-py3-none-any.whl", hash = "sha256:e1cf59446890a00105fe7b7912492ea04b6e6f06d4b742b2c788469e34c82970"},
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
@@ -423,6 +461,8 @@ version = "3.4.1"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "charset_normalizer-3.4.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:91b36a978b5ae0ee86c394f5a54d6ef44db1de0815eb43de826d41d21e4af3de"},
     {file = "charset_normalizer-3.4.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:7461baadb4dc00fd9e0acbe254e3d7d2112e7f92ced2adc96e54ef6501c5f176"},
@@ -524,6 +564,8 @@ version = "8.1.8"
 description = "Composable command line interface toolkit"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "click-8.1.8-py3-none-any.whl", hash = "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2"},
     {file = "click-8.1.8.tar.gz", hash = "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"},
@@ -538,6 +580,8 @@ version = "4.21"
 description = ""
 optional = true
 python-versions = ">=3.7,<4.0"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "cohere-4.21-py3-none-any.whl", hash = "sha256:5eb81db62e78b3156e734421cc3e657054f9d9f1d68b9f38cf48fe3a8ae40dbc"},
     {file = "cohere-4.21.tar.gz", hash = "sha256:f611438f409dfc5d5a0a153a585349f5a80b169c7102b5994d9999ecf8440866"},
@@ -557,10 +601,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_system == \"Windows\"", dev = "(python_version <= \"3.11\" or python_version >= \"3.12\") and sys_platform == \"win32\""}
 
 [[package]]
 name = "contourpy"
@@ -568,6 +614,8 @@ version = "1.3.1"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "contourpy-1.3.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a045f341a77b77e1c5de31e74e966537bba9f3c4099b35bf4c2e3939dd54cdab"},
     {file = "contourpy-1.3.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:500360b77259914f7805af7462e41f9cb7ca92ad38e9f94d6c8641b089338124"},
@@ -641,6 +689,8 @@ version = "7.6.10"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "coverage-7.6.10-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5c912978f7fbf47ef99cec50c4401340436d200d41d714c7a4766f377c5b7b78"},
     {file = "coverage-7.6.10-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a01ec4af7dfeb96ff0078ad9a48810bb0cc8abcb0115180c6013a6b26237626c"},
@@ -718,6 +768,8 @@ version = "2.9.1"
 description = "Thin Python bindings to de/compression algorithms in Rust"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "cramjam-2.9.1-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8e82464d1e00fbbb12958999b8471ba5e9f3d9711954505a0a7b378762332e6f"},
     {file = "cramjam-2.9.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6d2df8a6511cc08ef1fccd2e0c65e2ebc9f57574ec8376052a76851af5398810"},
@@ -820,6 +872,8 @@ version = "43.0.3"
 description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "cryptography-43.0.3-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:bf7a1932ac4176486eab36a19ed4c0492da5d97123f1406cf15e41b05e787d2e"},
     {file = "cryptography-43.0.3-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:63efa177ff54aec6e1c0aefaa1a241232dcd37413835a9b674b6e3f0ae2bfd3e"},
@@ -869,6 +923,8 @@ version = "0.12.1"
 description = "Composable style cycles"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
     {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
@@ -884,6 +940,8 @@ version = "0.6.7"
 description = "Easily serialize dataclasses to and from JSON."
 optional = true
 python-versions = "<4.0,>=3.7"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "dataclasses_json-0.6.7-py3-none-any.whl", hash = "sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a"},
     {file = "dataclasses_json-0.6.7.tar.gz", hash = "sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0"},
@@ -899,6 +957,8 @@ version = "2.2.0"
 description = "Filesystem-like pathing and searching for dictionaries"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "dpath-2.2.0-py3-none-any.whl", hash = "sha256:b330a375ded0a0d2ed404440f6c6a715deae5313af40bbb01c8a41d891900576"},
     {file = "dpath-2.2.0.tar.gz", hash = "sha256:34f7e630dc55ea3f219e555726f5da4b4b25f2200319c8e6902c394258dd6a3e"},
@@ -910,6 +970,8 @@ version = "1.23.0"
 description = "Dynamic version generation"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "dunamai-1.23.0-py3-none-any.whl", hash = "sha256:a0906d876e92441793c6a423e16a4802752e723e9c9a5aabdc5535df02dbe041"},
     {file = "dunamai-1.23.0.tar.gz", hash = "sha256:a163746de7ea5acb6dacdab3a6ad621ebc612ed1e528aaa8beedb8887fccd2c4"},
@@ -924,6 +986,8 @@ version = "2.14.1"
 description = "Emoji for Python"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "emoji-2.14.1-py3-none-any.whl", hash = "sha256:35a8a486c1460addb1499e3bf7929d3889b2e2841a57401903699fef595e942b"},
     {file = "emoji-2.14.1.tar.gz", hash = "sha256:f8c50043d79a2c1410ebfae833ae1868d5941a67a6cd4d18377e2eb0bd79346b"},
@@ -938,6 +1002,8 @@ version = "2.0.0"
 description = "An implementation of lxml.xmlfile for the standard library"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "et_xmlfile-2.0.0-py3-none-any.whl", hash = "sha256:7a91720bc756843502c3b7504c77b8fe44217c85c537d85037f0f536151b2caa"},
     {file = "et_xmlfile-2.0.0.tar.gz", hash = "sha256:dab3f4764309081ce75662649be815c4c9081e88f0837825f90fd28317d4da54"},
@@ -949,6 +1015,8 @@ version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version < \"3.11\""
 files = [
     {file = "exceptiongroup-1.2.2-py3-none-any.whl", hash = "sha256:3111b9d131c238bec2f8f516e123e14ba243563fb135d3fe885990585aa7795b"},
     {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
@@ -963,6 +1031,8 @@ version = "1.8.2"
 description = "Fast read/write of AVRO files"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "fastavro-1.8.2-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:0e08964b2e9a455d831f2557402a683d4c4d45206f2ab9ade7c69d3dc14e0e58"},
     {file = "fastavro-1.8.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:401a70b1e5c7161420c6019e0c8afa88f7c8a373468591f5ec37639a903c2509"},
@@ -1003,6 +1073,8 @@ version = "1.2.0"
 description = "Infer file type and MIME type of any file/buffer. No external dependencies."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25"},
     {file = "filetype-1.2.0.tar.gz", hash = "sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb"},
@@ -1014,6 +1086,8 @@ version = "6.1.0"
 description = "the modular source code checker: pep8 pyflakes and co"
 optional = false
 python-versions = ">=3.8.1"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "flake8-6.1.0-py2.py3-none-any.whl", hash = "sha256:ffdfce58ea94c6580c77888a86506937f9a1a227dfcd15f245d694ae20a6b6e5"},
     {file = "flake8-6.1.0.tar.gz", hash = "sha256:d5b3857f07c030bdb5bf41c7f53799571d75c4491748a3adcd47de929e34cd23"},
@@ -1030,6 +1104,8 @@ version = "4.55.4"
 description = "Tools to manipulate font files"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "fonttools-4.55.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3b332ea7b7f5f3d99f9bc5a28a23c3824ae72711abf7c4e1d62fa21699fdebe7"},
     {file = "fonttools-4.55.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:5d8f925909256e62152e7c3e192655dbca3ab8c3cdef7d7b436732727e80feb6"},
@@ -1103,6 +1179,8 @@ version = "1.5.1"
 description = "Let your Python tests travel through time"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "freezegun-1.5.1-py3-none-any.whl", hash = "sha256:bf111d7138a8abe55ab48a71755673dbaa4ab87f4cff5634a4442dfec34c15f1"},
     {file = "freezegun-1.5.1.tar.gz", hash = "sha256:b29dedfcda6d5e8e083ce71b2b542753ad48cfec44037b3fc79702e2980a89e9"},
@@ -1117,6 +1195,8 @@ version = "1.5.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5b6a66c18b5b9dd261ca98dffcb826a525334b2f29e7caa54e182255c5f6a65a"},
     {file = "frozenlist-1.5.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d1b3eb7b05ea246510b43a7e53ed1653e55c2121019a97e60cad7efb881a97bb"},
@@ -1218,6 +1298,8 @@ version = "1.3.0"
 description = "GenSON is a powerful, user-friendly JSON Schema generator."
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "genson-1.3.0-py3-none-any.whl", hash = "sha256:468feccd00274cc7e4c09e84b08704270ba8d95232aa280f65b986139cec67f7"},
     {file = "genson-1.3.0.tar.gz", hash = "sha256:e02db9ac2e3fd29e65b5286f7135762e2cd8a986537c075b06fc5f1517308e37"},
@@ -1229,6 +1311,8 @@ version = "3.1.1"
 description = "Lightweight in-process concurrent programming"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"sql\") and (platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "greenlet-3.1.1-cp310-cp310-macosx_11_0_universal2.whl", hash = "sha256:0bbae94a29c9e5c7e4a2b7f0aae5c17e8e90acbfd3bf6270eeba60c39fce3563"},
     {file = "greenlet-3.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0fde093fb93f35ca72a556cf72c92ea3ebfda3d79fc35bb19fbe685853869a83"},
@@ -1315,6 +1399,8 @@ version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
@@ -1326,6 +1412,8 @@ version = "1.0.7"
 description = "A minimal low-level HTTP client."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "httpcore-1.0.7-py3-none-any.whl", hash = "sha256:a3fff8f43dc260d5bd363d9f9cf1830fa3a458b332856f34282de498ed420edd"},
     {file = "httpcore-1.0.7.tar.gz", hash = "sha256:8551cb62a169ec7162ac7be8d4817d561f60e08eaa485234898414bb5a8a0b4c"},
@@ -1347,6 +1435,8 @@ version = "0.28.1"
 description = "The next generation HTTP client."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "httpx-0.28.1-py3-none-any.whl", hash = "sha256:d909fcccc110f8c7faf814ca82a9a4d816bc5a6dbfea25d6591d6985b8ba59ad"},
     {file = "httpx-0.28.1.tar.gz", hash = "sha256:75e98c5f16b0f35b567856f597f06ff2270a374470a5c2392242528e3e3e42fc"},
@@ -1371,6 +1461,8 @@ version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
 python-versions = ">=3.6"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
     {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
@@ -1385,6 +1477,8 @@ version = "6.11.0"
 description = "Read metadata from Python packages"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "importlib_metadata-6.11.0-py3-none-any.whl", hash = "sha256:f0afba6205ad8f8947c7d338b5342d5db2afbfd82f9cbef7879a9539cc12eb9b"},
     {file = "importlib_metadata-6.11.0.tar.gz", hash = "sha256:1231cf92d825c9e03cfc4da076a16de6422c863558229ea0b22b675657463443"},
@@ -1404,6 +1498,8 @@ version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "iniconfig-2.0.0-py3-none-any.whl", hash = "sha256:b6a85871a79d2e3b22d2d1b94ac2824226a63c6b741c88f7ae975f18b6778374"},
     {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"},
@@ -1415,6 +1511,8 @@ version = "0.6.1"
 description = "An ISO 8601 date/time/duration parser and formatter"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "isodate-0.6.1-py2.py3-none-any.whl", hash = "sha256:0751eece944162659049d35f4f549ed815792b38793f07cf73381c1c87cbed96"},
     {file = "isodate-0.6.1.tar.gz", hash = "sha256:48c5881de7e8b0a0d648cb024c8062dc84e7b840ed81e864c7614fd3c127bde9"},
@@ -1429,6 +1527,8 @@ version = "3.1.5"
 description = "A very fast and expressive template engine."
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jinja2-3.1.5-py3-none-any.whl", hash = "sha256:aba0f4dc9ed8013c424088f68a5c226f7d6097ed89b246d7749c2ec4175c6adb"},
     {file = "jinja2-3.1.5.tar.gz", hash = "sha256:8fefff8dc3034e27bb80d67c671eb8a9bc424c0ef4c0826edbff304cceff43bb"},
@@ -1446,6 +1546,8 @@ version = "1.4.2"
 description = "Lightweight pipelining with Python functions"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "joblib-1.4.2-py3-none-any.whl", hash = "sha256:06d478d5674cbc267e7496a410ee875abd68e4340feff4490bcb7afb88060ae6"},
     {file = "joblib-1.4.2.tar.gz", hash = "sha256:2382c5816b2636fbd20a09e0f4e9dad4736765fdfb7dca582943b9c1366b3f0e"},
@@ -1457,6 +1559,8 @@ version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
     {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
@@ -1471,6 +1575,8 @@ version = "3.0.0"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonpointer-3.0.0-py2.py3-none-any.whl", hash = "sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942"},
     {file = "jsonpointer-3.0.0.tar.gz", hash = "sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef"},
@@ -1482,6 +1588,8 @@ version = "0.2"
 description = "An implementation of JSON Reference for Python"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonref-0.2-py3-none-any.whl", hash = "sha256:b1e82fa0b62e2c2796a13e5401fe51790b248f6d9bf9d7212a3e31a3501b291f"},
     {file = "jsonref-0.2.tar.gz", hash = "sha256:f3c45b121cf6257eafabdc3a8008763aed1cd7da06dbabc59a9e4d2a5e4e6697"},
@@ -1493,6 +1601,8 @@ version = "4.17.3"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
     {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
@@ -1512,6 +1622,8 @@ version = "1.4.8"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:88c6f252f6816a73b1f8c904f7bbe02fd67c09a69f7cb8a0eecdbf5ce78e63db"},
     {file = "kiwisolver-1.4.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c72941acb7b67138f35b879bbe85be0f6c6a70cab78fe3ef6db9c024d9223e5b"},
@@ -1601,6 +1713,8 @@ version = "0.1.16"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain-0.1.16-py3-none-any.whl", hash = "sha256:bc074cc5e51fad79b9ead1572fc3161918d0f614a6c8f0460543d505ad249ac7"},
     {file = "langchain-0.1.16.tar.gz", hash = "sha256:b6bce78f8c071baa898884accfff15c3d81da2f0dd86c20e2f4c80b41463f49f"},
@@ -1642,6 +1756,8 @@ version = "0.0.32"
 description = "Community contributed LangChain integrations."
 optional = true
 python-versions = "<4.0,>=3.8.1"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain_community-0.0.32-py3-none-any.whl", hash = "sha256:406977009999952d0705de3806de2b4867e9bb8eda8ca154a59c7a8ed58da38d"},
     {file = "langchain_community-0.0.32.tar.gz", hash = "sha256:1510217d646c8380f54e9850351f6d2a0b0dd73c501b666c6f4b40baa8160b29"},
@@ -1668,6 +1784,8 @@ version = "0.1.42"
 description = "Building applications with LLMs through composability"
 optional = true
 python-versions = "<4.0,>=3.8.1"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "langchain_core-0.1.42-py3-none-any.whl", hash = "sha256:c5653ffa08a44f740295c157a24c0def4a753333f6a2c41f76bf431cd00be8b5"},
     {file = "langchain_core-0.1.42.tar.gz", hash = "sha256:40751bf60ea5d8e2b2efe65290db434717ee3834870c002e40e2811f09d814e6"},
@@ -1690,6 +1808,8 @@ version = "0.0.2"
 description = "LangChain text splitting utilities"
 optional = true
 python-versions = "<4.0,>=3.8.1"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "langchain_text_splitters-0.0.2-py3-none-any.whl", hash = "sha256:13887f32705862c1e1454213cb7834a63aae57c26fcd80346703a1d09c46168d"},
     {file = "langchain_text_splitters-0.0.2.tar.gz", hash = "sha256:ac8927dc0ba08eba702f6961c9ed7df7cead8de19a9f7101ab2b5ea34201b3c1"},
@@ -1707,6 +1827,8 @@ version = "1.0.9"
 description = "Language detection library ported from Google's language-detection."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "langdetect-1.0.9-py2-none-any.whl", hash = "sha256:7cbc0746252f19e76f77c0b1690aadf01963be835ef0cd4b56dddf2a8f1dfc2a"},
     {file = "langdetect-1.0.9.tar.gz", hash = "sha256:cbc1fef89f8d062739774bd51eda3da3274006b3661d199c2655f6b3f6d605a0"},
@@ -1721,6 +1843,8 @@ version = "0.1.147"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = true
 python-versions = "<4.0,>=3.8.1"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "langsmith-0.1.147-py3-none-any.whl", hash = "sha256:7166fc23b965ccf839d64945a78e9f1157757add228b086141eb03a60d699a15"},
     {file = "langsmith-0.1.147.tar.gz", hash = "sha256:2e933220318a4e73034657103b3b1a3a6109cc5db3566a7e8e03be8d6d7def7a"},
@@ -1745,6 +1869,8 @@ version = "2.0.3"
 description = "Links recognition library with FULL unicode support."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "linkify-it-py-2.0.3.tar.gz", hash = "sha256:68cda27e162e9215c17d786649d1da0021a451bdc436ef9e0fa0ba5234b9b048"},
     {file = "linkify_it_py-2.0.3-py3-none-any.whl", hash = "sha256:6bcbc417b0ac14323382aef5c5192c0075bf8a9d6b41820a2b66371eac6b6d79"},
@@ -1765,6 +1891,8 @@ version = "5.3.0"
 description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API."
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:dd36439be765e2dde7660212b5275641edbc813e7b24668831a5c8ac91180656"},
     {file = "lxml-5.3.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:ae5fe5c4b525aa82b8076c1a59d642c17b6e8739ecf852522c6321852178119d"},
@@ -1919,6 +2047,8 @@ version = "3.7"
 description = "Python implementation of John Gruber's Markdown."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "Markdown-3.7-py3-none-any.whl", hash = "sha256:7eb6df5690b81a1d7942992c97fad2938e956e79df20cbc6186e9c3a77b1c803"},
     {file = "markdown-3.7.tar.gz", hash = "sha256:2ae2471477cfd02dbbf038d5d9bc226d40def84b4fe2986e49b59b6b472bbed2"},
@@ -1934,6 +2064,8 @@ version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
     {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
@@ -1960,6 +2092,8 @@ version = "3.0.2"
 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7e94c425039cde14257288fd61dcfb01963e658efbc0ff54f5306b06054700f8"},
     {file = "MarkupSafe-3.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9e2d922824181480953426608b81967de705c3cef4d1af983af849d7bd619158"},
@@ -2030,6 +2164,8 @@ version = "3.25.1"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "marshmallow-3.25.1-py3-none-any.whl", hash = "sha256:ec5d00d873ce473b7f2ffcb7104286a376c354cab0c2fa12f5573dab03e87210"},
     {file = "marshmallow-3.25.1.tar.gz", hash = "sha256:f4debda3bb11153d81ac34b0d582bf23053055ee11e791b54b4b35493468040a"},
@@ -2049,6 +2185,8 @@ version = "3.10.0"
 description = "Python plotting package"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2c5829a5a1dd5a71f0e31e6e8bb449bc0ee9dbfb05ad28fc0c6b55101b3a4be6"},
     {file = "matplotlib-3.10.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a2a43cbefe22d653ab34bb55d42384ed30f611bcbdea1f8d7f431011a2e1c62e"},
@@ -2106,6 +2244,8 @@ version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mccabe-0.7.0-py2.py3-none-any.whl", hash = "sha256:6c2d30ab6be0e4a46919781807b4f0d834ebdd6c6e3dca0bda5a15f863427b6e"},
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
@@ -2117,6 +2257,8 @@ version = "0.4.2"
 description = "Collection of plugins for markdown-it-py"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mdit_py_plugins-0.4.2-py3-none-any.whl", hash = "sha256:0c673c3f889399a33b95e88d2f0d111b4447bdfea7f237dab2d488f459835636"},
     {file = "mdit_py_plugins-0.4.2.tar.gz", hash = "sha256:5f2cd1fdb606ddf152d37ec30e46101a60512bc0e5fa1a7002c36647b09e26b5"},
@@ -2136,6 +2278,8 @@ version = "0.1.2"
 description = "Markdown URL utilities"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
@@ -2147,6 +2291,8 @@ version = "1.15.0"
 description = "A memory profiler for Python applications"
 optional = false
 python-versions = ">=3.7.0"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "memray-1.15.0-cp310-cp310-macosx_10_14_x86_64.whl", hash = "sha256:9b623c0c651d611dd068236566a8a202250e3d59307c3a3f241acc47835e73eb"},
     {file = "memray-1.15.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:74765f92887b7eed152e3b9f14c147c43bf0247417b18c7ea0dec173cd01633c"},
@@ -2211,6 +2357,8 @@ version = "6.1.0"
 description = "multidict implementation"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3380252550e372e8511d49481bd836264c009adb826b23fefcc5dd3c69692f60"},
     {file = "multidict-6.1.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:99f826cbf970077383d7de805c0681799491cb939c25450b9b5b3ced03ca99f1"},
@@ -2315,6 +2463,8 @@ version = "1.14.1"
 description = "Optional static typing for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "mypy-1.14.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:52686e37cf13d559f668aa398dd7ddf1f92c5d613e4f8cb262be2fb4fedb0fcb"},
     {file = "mypy-1.14.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:1fb545ca340537d4b45d3eecdb3def05e913299ca72c290326be19b3804b39c0"},
@@ -2374,10 +2524,12 @@ version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
 optional = false
 python-versions = ">=3.5"
+groups = ["main", "dev"]
 files = [
     {file = "mypy_extensions-1.0.0-py3-none-any.whl", hash = "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d"},
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
+markers = {main = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")", dev = "python_version <= \"3.11\" or python_version >= \"3.12\""}
 
 [[package]]
 name = "nltk"
@@ -2385,6 +2537,8 @@ version = "3.9.1"
 description = "Natural Language Toolkit"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "nltk-3.9.1-py3-none-any.whl", hash = "sha256:4fa26829c5b00715afe3061398a8989dc643b92ce7dd93fb4585a70930d168a1"},
     {file = "nltk-3.9.1.tar.gz", hash = "sha256:87d127bd3de4bd89a4f81265e5fa59cb1b199b27440175370f7417d2bc7ae868"},
@@ -2410,6 +2564,8 @@ version = "1.26.4"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "numpy-1.26.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9ff0f4f29c51e2803569d7a51c2304de5554655a60c5d776e35b4a41413830d0"},
     {file = "numpy-1.26.4-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:2e4ee3380d6de9c9ec04745830fd9e2eccb3e6cf790d39d7b98ffd19b0dd754a"},
@@ -2455,6 +2611,8 @@ version = "0.27.9"
 description = "Python client library for the OpenAI API"
 optional = true
 python-versions = ">=3.7.1"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "openai-0.27.9-py3-none-any.whl", hash = "sha256:6a3cf8e276d1a6262b50562fbc0cba7967cfebb78ed827d375986b48fdad6475"},
     {file = "openai-0.27.9.tar.gz", hash = "sha256:b687761c82f5ebb6f61efc791b2083d2d068277b94802d4d1369efe39851813d"},
@@ -2486,6 +2644,8 @@ version = "3.1.5"
 description = "A Python library to read/write Excel 2010 xlsx/xlsm files"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "openpyxl-3.1.5-py2.py3-none-any.whl", hash = "sha256:5282c12b107bffeef825f4617dc029afaf41d0ea60823bbb665ef3079dc79de2"},
     {file = "openpyxl-3.1.5.tar.gz", hash = "sha256:cf0e3cf56142039133628b5acffe8ef0c12bc902d2aadd3e0fe5878dc08d1050"},
@@ -2500,6 +2660,8 @@ version = "3.10.15"
 description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "orjson-3.10.15-cp310-cp310-macosx_10_15_x86_64.macosx_11_0_arm64.macosx_10_15_universal2.whl", hash = "sha256:552c883d03ad185f720d0c09583ebde257e41b9521b74ff40e08b7dec4559c04"},
     {file = "orjson-3.10.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:616e3e8d438d02e4854f70bfdc03a6bcdb697358dbaa6bcd19cbe24d24ece1f8"},
@@ -2588,6 +2750,8 @@ version = "23.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.7"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "packaging-23.2-py3-none-any.whl", hash = "sha256:8c491190033a9af7e1d931d0b5dacc2ef47509b34dd0de67ed209b5203fc88c7"},
     {file = "packaging-23.2.tar.gz", hash = "sha256:048fb0e9405036518eaaf48a55953c750c11e1a1b68e0dd1a9d62ed0c092cfc5"},
@@ -2599,6 +2763,8 @@ version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pandas-2.2.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:90c6fca2acf139569e74e8781709dccb6fe25940488755716d1d354d6bc58bce"},
     {file = "pandas-2.2.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c7adfc142dac335d8c1e0dcbd37eb8617eac386596eb9e1a1b77791cf2498238"},
@@ -2672,6 +2838,8 @@ version = "2.2.3.241126"
 description = "Type annotations for pandas"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "pandas_stubs-2.2.3.241126-py3-none-any.whl", hash = "sha256:74aa79c167af374fe97068acc90776c0ebec5266a6e5c69fe11e9c2cf51f2267"},
     {file = "pandas_stubs-2.2.3.241126.tar.gz", hash = "sha256:cf819383c6d9ae7d4dabf34cd47e1e45525bb2f312e6ad2939c2c204cb708acd"},
@@ -2687,6 +2855,8 @@ version = "0.2.1"
 description = "Bring colors to your terminal."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pastel-0.2.1-py2.py3-none-any.whl", hash = "sha256:4349225fcdf6c2bb34d483e523475de5bb04a5c10ef711263452cb37d7dd4364"},
     {file = "pastel-0.2.1.tar.gz", hash = "sha256:e6581ac04e973cac858828c6202c1e1e81fee1dc7de7683f3e1ffe0bfd8a573d"},
@@ -2698,6 +2868,8 @@ version = "1.16.3"
 description = "A wrapper around the pdftoppm and pdftocairo command line tools to convert PDF to a PIL Image list."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pdf2image-1.16.3-py3-none-any.whl", hash = "sha256:b6154164af3677211c22cbb38b2bd778b43aca02758e962fe1e231f6d3b0e380"},
     {file = "pdf2image-1.16.3.tar.gz", hash = "sha256:74208810c2cef4d9e347769b8e62a52303982ddb4f2dfd744c7ab4b940ae287e"},
@@ -2712,6 +2884,8 @@ version = "20221105"
 description = "PDF parser and analyzer"
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pdfminer.six-20221105-py3-none-any.whl", hash = "sha256:1eaddd712d5b2732f8ac8486824533514f8ba12a0787b3d5fe1e686cd826532d"},
     {file = "pdfminer.six-20221105.tar.gz", hash = "sha256:8448ab7b939d18b64820478ecac5394f482d7a79f5f7eaa7703c6c959c175e1d"},
@@ -2732,6 +2906,8 @@ version = "15.0.1"
 description = "API Documentation for Python Projects"
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pdoc-15.0.1-py3-none-any.whl", hash = "sha256:fd437ab8eb55f9b942226af7865a3801e2fb731665199b74fd9a44737dbe20f9"},
     {file = "pdoc-15.0.1.tar.gz", hash = "sha256:3b08382c9d312243ee6c2a1813d0ff517a6ab84d596fa2c6c6b5255b17c3d666"},
@@ -2748,6 +2924,8 @@ version = "2.1.2"
 description = "Python datetimes made easy"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pendulum-2.1.2-cp27-cp27m-macosx_10_15_x86_64.whl", hash = "sha256:b6c352f4bd32dff1ea7066bd31ad0f71f8d8100b9ff709fb343f3b86cee43efe"},
     {file = "pendulum-2.1.2-cp27-cp27m-win_amd64.whl", hash = "sha256:318f72f62e8e23cd6660dbafe1e346950281a9aed144b5c596b2ddabc1d19739"},
@@ -2782,6 +2960,8 @@ version = "11.1.0"
 description = "Python Imaging Library (Fork)"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "pillow-11.1.0-cp310-cp310-macosx_10_10_x86_64.whl", hash = "sha256:e1abe69aca89514737465752b4bcaf8016de61b3be1397a8fc260ba33321b3a8"},
     {file = "pillow-11.1.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c640e5a06869c75994624551f45e5506e4256562ead981cce820d5ab39ae2192"},
@@ -2870,6 +3050,8 @@ version = "4.3.6"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a `user data dir`."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "platformdirs-4.3.6-py3-none-any.whl", hash = "sha256:73e575e1408ab8103900836b97580d5307456908a03e92031bab39e4554cc3fb"},
     {file = "platformdirs-4.3.6.tar.gz", hash = "sha256:357fb2acbc885b0419afd3ce3ed34564c13c9b95c89360cd9563f73aa5e2b907"},
@@ -2886,6 +3068,8 @@ version = "5.24.1"
 description = "An open-source, interactive data visualization library for Python"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "plotly-5.24.1-py3-none-any.whl", hash = "sha256:f67073a1e637eb0dc3e46324d9d51e2fe76e9727c892dde64ddf1e1b51f29089"},
     {file = "plotly-5.24.1.tar.gz", hash = "sha256:dbc8ac8339d248a4bcc36e08a5659bacfe1b079390b8953533f4eb22169b4bae"},
@@ -2901,6 +3085,8 @@ version = "1.5.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pluggy-1.5.0-py3-none-any.whl", hash = "sha256:44e1ad92c8ca002de6377e165f3e0f1be63266ab4d554740532335b9d75ea669"},
     {file = "pluggy-1.5.0.tar.gz", hash = "sha256:2cffa88e94fdc978c4c574f15f9e59b7f4201d439195c3715ca9e2486f1d0cf1"},
@@ -2916,6 +3102,8 @@ version = "0.24.4"
 description = "A task runner that works well with poetry."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "poethepoet-0.24.4-py3-none-any.whl", hash = "sha256:fb4ea35d7f40fe2081ea917d2e4102e2310fda2cde78974050ca83896e229075"},
     {file = "poethepoet-0.24.4.tar.gz", hash = "sha256:ff4220843a87c888cbcb5312c8905214701d0af60ac7271795baa8369b428fef"},
@@ -2934,6 +3122,8 @@ version = "0.2.1"
 description = "Accelerated property cache"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:6b3f39a85d671436ee3d12c017f8fdea38509e4f25b28eb25877293c98c243f6"},
     {file = "propcache-0.2.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:39d51fbe4285d5db5d92a929e3e21536ea3dd43732c5b177c7ef03f918dff9f2"},
@@ -3025,6 +3215,8 @@ version = "6.1.0"
 description = "Cross-platform lib for process and system monitoring in Python."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "psutil-6.1.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:ff34df86226c0227c52f38b919213157588a678d049688eded74c76c8ba4a5d0"},
     {file = "psutil-6.1.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:c0e0c00aa18ca2d3b2b991643b799a15fc8f0563d2ebb6040f64ce8dc027b942"},
@@ -3055,6 +3247,8 @@ version = "15.0.2"
 description = "Python library for Apache Arrow"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pyarrow-15.0.2-cp310-cp310-macosx_10_15_x86_64.whl", hash = "sha256:88b340f0a1d05b5ccc3d2d986279045655b1fe8e41aba6ca44ea28da0d1455d8"},
     {file = "pyarrow-15.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:eaa8f96cecf32da508e6c7f69bb8401f03745c050c1dd42ec2596f2e98deecac"},
@@ -3103,6 +3297,8 @@ version = "2.11.1"
 description = "Python style guide checker"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pycodestyle-2.11.1-py2.py3-none-any.whl", hash = "sha256:44fe31000b2d866f2e41841b18528a505fbd7fef9017b04eff4e2648a0fadc67"},
     {file = "pycodestyle-2.11.1.tar.gz", hash = "sha256:41ba0e7afc9752dfb53ced5489e89f8186be00e599e712660695b7a75ff2663f"},
@@ -3114,6 +3310,8 @@ version = "2.22"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_python_implementation != \"PyPy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -3125,6 +3323,8 @@ version = "2.10.5"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pydantic-2.10.5-py3-none-any.whl", hash = "sha256:4dd4e322dbe55472cb7ca7e73f4b63574eecccf2835ffa2af9021ce113c83c53"},
     {file = "pydantic-2.10.5.tar.gz", hash = "sha256:278b38dbbaec562011d659ee05f63346951b3a248a6f3642e1bc68894ea2b4ff"},
@@ -3145,6 +3345,8 @@ version = "2.27.2"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:2d367ca20b2f14095a8f4fa1210f5a7b78b8a20009ecced6b12818f455b1e9fa"},
     {file = "pydantic_core-2.27.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:491a2b73db93fab69731eaee494f320faa4e093dbed776be1a829c2eb222c34c"},
@@ -3257,6 +3459,8 @@ version = "3.1.0"
 description = "passive checker of Python programs"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyflakes-3.1.0-py2.py3-none-any.whl", hash = "sha256:4132f6d49cb4dae6819e5379898f2b8cce3c5f23994194c24b77d5da2e36f774"},
     {file = "pyflakes-3.1.0.tar.gz", hash = "sha256:a0aae034c444db0071aa077972ba4768d40c830d9539fd45bf4cd3f8f6992efc"},
@@ -3268,6 +3472,8 @@ version = "2.19.1"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pygments-2.19.1-py3-none-any.whl", hash = "sha256:9ea1544ad55cecf4b8242fab6dd35a93bbce657034b0611ee383099054ab6d8c"},
     {file = "pygments-2.19.1.tar.gz", hash = "sha256:61c16d2a8576dc0649d9f39e089b5f02bcd27fba10d8fb4dcc28173f7a45151f"},
@@ -3282,6 +3488,8 @@ version = "2.10.1"
 description = "JSON Web Token implementation in Python"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "PyJWT-2.10.1-py3-none-any.whl", hash = "sha256:dcdd193e30abefd5debf142f9adfcdd2b58004e644f25406ffaebd50bd98dacb"},
     {file = "pyjwt-2.10.1.tar.gz", hash = "sha256:3cc5772eb20009233caf06e9d8a0577824723b44e6648ee0a2aedb6cf9381953"},
@@ -3299,6 +3507,8 @@ version = "1.1"
 description = "A development tool to measure, monitor and analyze the memory behavior of Python objects."
 optional = false
 python-versions = ">=3.6"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "Pympler-1.1-py3-none-any.whl", hash = "sha256:5b223d6027d0619584116a0cbc28e8d2e378f7a79c1e5e024f9ff3b673c58506"},
     {file = "pympler-1.1.tar.gz", hash = "sha256:1eaa867cb8992c218430f1708fdaccda53df064144d1c5656b1e6f1ee6000424"},
@@ -3313,6 +3523,8 @@ version = "3.2.1"
 description = "pyparsing module - Classes and methods to define and execute parsing grammars"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "pyparsing-3.2.1-py3-none-any.whl", hash = "sha256:506ff4f4386c4cec0590ec19e6302d3aedb992fdc02c761e90416f158dacf8e1"},
     {file = "pyparsing-3.2.1.tar.gz", hash = "sha256:61980854fd66de3a90028d679a954d5f2623e83144b5afe5ee86f43d762e5f0a"},
@@ -3327,6 +3539,8 @@ version = "6.1.0"
 description = "pyproject-flake8 (`pflake8`), a monkey patching wrapper to connect flake8 with pyproject.toml configuration"
 optional = false
 python-versions = ">=3.8.1"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyproject_flake8-6.1.0-py3-none-any.whl", hash = "sha256:86ea5559263c098e1aa4f866776aa2cf45362fd91a576b9fd8fbbbb55db12c4e"},
     {file = "pyproject_flake8-6.1.0.tar.gz", hash = "sha256:6da8e5a264395e0148bc11844c6fb50546f1fac83ac9210f7328664135f9e70f"},
@@ -3342,6 +3556,8 @@ version = "3.1.1"
 description = "Python Rate-Limiter using Leaky-Bucket Algorithm"
 optional = false
 python-versions = ">=3.8,<4.0"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyrate_limiter-3.1.1-py3-none-any.whl", hash = "sha256:c51906f1d51d56dc992ff6c26e8300e32151bc6cfa3e6559792e31971dfd4e2b"},
     {file = "pyrate_limiter-3.1.1.tar.gz", hash = "sha256:2f57eda712687e6eccddf6afe8f8a15b409b97ed675fe64a626058f12863b7b7"},
@@ -3357,6 +3573,8 @@ version = "0.20.0"
 description = "Persistent/Functional/Immutable data structures"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pyrsistent-0.20.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:8c3aba3e01235221e5b229a6c05f585f344734bd1ad42a8ac51493d74722bbce"},
     {file = "pyrsistent-0.20.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c1beb78af5423b879edaf23c5591ff292cf7c33979734c99aa66d5914ead880f"},
@@ -3398,6 +3616,8 @@ version = "0.3.10"
 description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "pytesseract-0.3.10-py3-none-any.whl", hash = "sha256:8f22cc98f765bf13517ead0c70effedb46c153540d25783e04014f28b55a5fc6"},
     {file = "pytesseract-0.3.10.tar.gz", hash = "sha256:f1c3a8b0f07fd01a1085d451f5b8315be6eec1d5577a6796d46dc7a62bd4120f"},
@@ -3413,6 +3633,8 @@ version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-7.4.4-py3-none-any.whl", hash = "sha256:b090cdf5ed60bf4c45261be03239c2c1c22df034fbffe691abe93cd80cea01d8"},
     {file = "pytest-7.4.4.tar.gz", hash = "sha256:2cf0005922c6ace4a3e2ec8b4080eb0d9753fdc93107415332f50ce9e7994280"},
@@ -3435,6 +3657,8 @@ version = "6.0.0"
 description = "Pytest plugin for measuring coverage."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-cov-6.0.0.tar.gz", hash = "sha256:fde0b595ca248bb8e2d76f020b465f3b107c9632e6a1d1705f17834c89dcadc0"},
     {file = "pytest_cov-6.0.0-py3-none-any.whl", hash = "sha256:eee6f1b9e61008bd34975a4d5bab25801eb31898b032dd55addc93e96fcaaa35"},
@@ -3453,6 +3677,8 @@ version = "1.1.1"
 description = "pytest-httpserver is a httpserver for pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest_httpserver-1.1.1-py3-none-any.whl", hash = "sha256:aadc744bfac773a2ea93d05c2ef51fa23c087e3cc5dace3ea9d45cdd4bfe1fe8"},
     {file = "pytest_httpserver-1.1.1.tar.gz", hash = "sha256:e5c46c62c0aa65e5d4331228cb2cb7db846c36e429c3e74ca806f284806bf7c6"},
@@ -3467,6 +3693,8 @@ version = "1.7.0"
 description = "A simple plugin to use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest_memray-1.7.0-py3-none-any.whl", hash = "sha256:b896718c1adf6d0cd339dfaaaa5620f035c9919e1199a79b3453804a1254306f"},
     {file = "pytest_memray-1.7.0.tar.gz", hash = "sha256:c18fa907d2210b42f4096c093e2d3416dfc002dcaa450ef3f9ba819bc3dd8f5f"},
@@ -3487,6 +3715,8 @@ version = "3.14.0"
 description = "Thin-wrapper around the mock package for easier use with pytest"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "pytest-mock-3.14.0.tar.gz", hash = "sha256:2719255a1efeceadbc056d6bf3df3d1c5015530fb40cf347c0f9afac88410bd0"},
     {file = "pytest_mock-3.14.0-py3-none-any.whl", hash = "sha256:0b72c38033392a5f4621342fe11e9219ac11ec9d375f8e2a0c164539e0d70f6f"},
@@ -3504,6 +3734,8 @@ version = "0.2.3"
 description = "Python binding for Rust's library for reading excel and odf file - calamine"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_calamine-0.2.3-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:f292a03591b1cab1537424851b74baa33b0a55affc315248a7592ba3de1c3e83"},
     {file = "python_calamine-0.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:6cfbd23d1147f53fd70fddfb38af2a98896ecad069c9a4120e77358a6fc43b39"},
@@ -3613,6 +3845,8 @@ version = "2.9.0.post0"
 description = "Extensions to the standard Python datetime module"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "python-dateutil-2.9.0.post0.tar.gz", hash = "sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3"},
     {file = "python_dateutil-2.9.0.post0-py2.py3-none-any.whl", hash = "sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427"},
@@ -3627,6 +3861,8 @@ version = "1.1.2"
 description = "Create, read, and update Microsoft Word .docx files."
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python_docx-1.1.2-py3-none-any.whl", hash = "sha256:08c20d6058916fb19853fcf080f7f42b6270d89eac9fa5f8c15f691c0017fabe"},
     {file = "python_docx-1.1.2.tar.gz", hash = "sha256:0cf1f22e95b9002addca7948e16f2cd7acdfd498047f1941ca5d293db7762efd"},
@@ -3642,6 +3878,8 @@ version = "2024.10.22"
 description = "ISO 639 language codes, names, and other associated information"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
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@@ -3656,6 +3894,8 @@ version = "0.4.27"
 description = "File type identification using libmagic"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
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@@ -3667,6 +3907,8 @@ version = "0.6.21"
 description = "Generate and manipulate Open XML PowerPoint (.pptx) files"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "python-pptx-0.6.21.tar.gz", hash = "sha256:7798a2aaf89563565b3c7120c0acfe9aff775db0db3580544e3bf4840c2e378f"},
 ]
@@ -3682,6 +3924,8 @@ version = "0.7.3"
 description = "Python library for the snappy compression library from Google"
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
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@@ -3696,6 +3940,8 @@ version = "3.0.0"
 description = "Universally unique lexicographically sortable identifier"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -3710,6 +3956,8 @@ version = "2024.2"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -3721,6 +3969,8 @@ version = "2020.1"
 description = "The Olson timezone database for Python."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -3732,6 +3982,8 @@ version = "308"
 description = "Python for Window Extensions"
 optional = false
 python-versions = "*"
+groups = ["dev"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and platform_system == \"Windows\""
 files = [
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@@ -3759,6 +4011,8 @@ version = "6.0.2"
 description = "YAML parser and emitter for Python"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -3821,6 +4075,8 @@ version = "3.11.0"
 description = "rapid fuzzy string matching"
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -3921,6 +4177,8 @@ version = "2024.11.6"
 description = "Alternative regular expression module, to replace re."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4024,6 +4282,8 @@ version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4045,6 +4305,8 @@ version = "1.2.1"
 description = "A persistent cache for python requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4075,6 +4337,8 @@ version = "1.12.1"
 description = "Mock out responses from the requests package"
 optional = false
 python-versions = ">=3.5"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "requests-mock-1.12.1.tar.gz", hash = "sha256:e9e12e333b525156e82a3c852f22016b9158220d2f47454de9cae8a77d371401"},
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@@ -4092,6 +4356,8 @@ version = "1.0.0"
 description = "A utility belt for advanced users of python-requests"
 optional = true
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4106,6 +4372,8 @@ version = "13.9.4"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4121,29 +4389,31 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "ruff"
-version = "0.7.4"
+version = "0.9.2"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [[package]]
@@ -4152,6 +4422,8 @@ version = "1.6.1"
 description = "A set of python modules for machine learning and data mining"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "scikit_learn-1.6.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:d056391530ccd1e501056160e3c9673b4da4805eb67eb2bdf4e983e1f9c9204e"},
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@@ -4206,6 +4478,8 @@ version = "1.15.1"
 description = "Fundamental algorithms for scientific computing in Python"
 optional = true
 python-versions = ">=3.10"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
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@@ -4263,6 +4537,8 @@ version = "1.13.0"
 description = ""
 optional = false
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "serpyco_rs-1.13.0-cp310-cp310-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:e722b3053e627d8a304e462bce20cae1670a2c4b0ef875b84d0de0081bec4029"},
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@@ -4317,6 +4593,8 @@ version = "1.17.0"
 description = "Python 2 and 3 compatibility utilities"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
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@@ -4328,6 +4606,8 @@ version = "1.3.1"
 description = "Sniff out which async library your code is running under"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
     {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
@@ -4339,6 +4619,8 @@ version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
     {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
@@ -4350,6 +4632,8 @@ version = "2.0.37"
 description = "Database Abstraction Library"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"sql\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:da36c3b0e891808a7542c5c89f224520b9a16c7f5e4d6a1156955605e54aef0e"},
     {file = "SQLAlchemy-2.0.37-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e7402ff96e2b073a98ef6d6142796426d705addd27b9d26c3b32dbaa06d7d069"},
@@ -4445,6 +4729,8 @@ version = "0.9.0"
 description = "Pretty-print tabular data"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "tabulate-0.9.0-py3-none-any.whl", hash = "sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f"},
     {file = "tabulate-0.9.0.tar.gz", hash = "sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c"},
@@ -4459,6 +4745,8 @@ version = "8.5.0"
 description = "Retry code until it succeeds"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tenacity-8.5.0-py3-none-any.whl", hash = "sha256:b594c2a5945830c267ce6b79a166228323ed52718f30302c1359836112346687"},
     {file = "tenacity-8.5.0.tar.gz", hash = "sha256:8bc6c0c8a09b31e6cad13c47afbed1a567518250a9a171418582ed8d9c20ca78"},
@@ -4474,6 +4762,8 @@ version = "1.0.0"
 description = "Modern Text User Interface framework"
 optional = false
 python-versions = "<4.0.0,>=3.8.1"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "textual-1.0.0-py3-none-any.whl", hash = "sha256:2d4a701781c05104925e463ae370c630567c70c2880e92ab838052e3e23c986f"},
     {file = "textual-1.0.0.tar.gz", hash = "sha256:bec9fe63547c1c552569d1b75d309038b7d456c03f86dfa3706ddb099b151399"},
@@ -4494,6 +4784,8 @@ version = "3.5.0"
 description = "threadpoolctl"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "threadpoolctl-3.5.0-py3-none-any.whl", hash = "sha256:56c1e26c150397e58c4926da8eeee87533b1e32bef131bd4bf6a2f45f3185467"},
     {file = "threadpoolctl-3.5.0.tar.gz", hash = "sha256:082433502dd922bf738de0d8bcc4fdcbf0979ff44c42bd40f5af8a282f6fa107"},
@@ -4505,6 +4797,8 @@ version = "0.8.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:b07e33283463089c81ef1467180e3e00ab00d46c2c4bbcef0acab5f771d6695e"},
     {file = "tiktoken-0.8.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:9269348cb650726f44dd3bbb3f9110ac19a8dcc8f54949ad3ef652ca22a38e21"},
@@ -4552,6 +4846,8 @@ version = "2.2.1"
 description = "A lil' TOML parser"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
     {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
@@ -4593,6 +4889,8 @@ version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = true
 python-versions = ">=3.7"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tqdm-4.67.1-py3-none-any.whl", hash = "sha256:26445eca388f82e72884e0d580d5464cd801a3ea01e63e5601bdff9ba6a48de2"},
     {file = "tqdm-4.67.1.tar.gz", hash = "sha256:f8aef9c52c08c13a65f30ea34f4e5aac3fd1a34959879d7e59e63027286627f2"},
@@ -4614,6 +4912,8 @@ version = "5.5.0.20240820"
 description = "Typing stubs for cachetools"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types-cachetools-5.5.0.20240820.tar.gz", hash = "sha256:b888ab5c1a48116f7799cd5004b18474cd82b5463acb5ffb2db2fc9c7b053bc0"},
     {file = "types_cachetools-5.5.0.20240820-py3-none-any.whl", hash = "sha256:efb2ed8bf27a4b9d3ed70d33849f536362603a90b8090a328acf0cd42fda82e2"},
@@ -4625,6 +4925,8 @@ version = "2.9.0.20241206"
 description = "Typing stubs for python-dateutil"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types_python_dateutil-2.9.0.20241206-py3-none-any.whl", hash = "sha256:e248a4bc70a486d3e3ec84d0dc30eec3a5f979d6e7ee4123ae043eedbb987f53"},
     {file = "types_python_dateutil-2.9.0.20241206.tar.gz", hash = "sha256:18f493414c26ffba692a72369fea7a154c502646301ebfe3d56a04b3767284cb"},
@@ -4636,6 +4938,8 @@ version = "2024.2.0.20241221"
 description = "Typing stubs for pytz"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "types_pytz-2024.2.0.20241221-py3-none-any.whl", hash = "sha256:8fc03195329c43637ed4f593663df721fef919b60a969066e22606edf0b53ad5"},
     {file = "types_pytz-2024.2.0.20241221.tar.gz", hash = "sha256:06d7cde9613e9f7504766a0554a270c369434b50e00975b3a4a0f6eed0f2c1a9"},
@@ -4647,6 +4951,8 @@ version = "6.0.12.20241230"
 description = "Typing stubs for PyYAML"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types_PyYAML-6.0.12.20241230-py3-none-any.whl", hash = "sha256:fa4d32565219b68e6dee5f67534c722e53c00d1cfc09c435ef04d7353e1e96e6"},
     {file = "types_pyyaml-6.0.12.20241230.tar.gz", hash = "sha256:7f07622dbd34bb9c8b264fe860a17e0efcad00d50b5f27e93984909d9363498c"},
@@ -4658,6 +4964,8 @@ version = "2.32.0.20241016"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.8"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "types-requests-2.32.0.20241016.tar.gz", hash = "sha256:0d9cad2f27515d0e3e3da7134a1b6f28fb97129d86b867f24d9c726452634d95"},
     {file = "types_requests-2.32.0.20241016-py3-none-any.whl", hash = "sha256:4195d62d6d3e043a4eaaf08ff8a62184584d2e8684e9d2aa178c7915a7da3747"},
@@ -4672,6 +4980,8 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -4683,6 +4993,8 @@ version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
 optional = true
 python-versions = "*"
+groups = ["main"]
+markers = "(extra == \"vector-db-based\" or extra == \"file-based\") and (python_version <= \"3.11\" or python_version >= \"3.12\")"
 files = [
     {file = "typing_inspect-0.9.0-py3-none-any.whl", hash = "sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f"},
     {file = "typing_inspect-0.9.0.tar.gz", hash = "sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78"},
@@ -4698,6 +5010,8 @@ version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
     {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
@@ -4709,6 +5023,8 @@ version = "1.0.3"
 description = "Micro subset of unicode data files for linkify-it-py projects."
 optional = false
 python-versions = ">=3.7"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "uc-micro-py-1.0.3.tar.gz", hash = "sha256:d321b92cff673ec58027c04015fcaa8bb1e005478643ff4a500882eaab88c48a"},
     {file = "uc_micro_py-1.0.3-py3-none-any.whl", hash = "sha256:db1dffff340817673d7b466ec86114a9dc0e9d4d9b5ba229d9d60e5c12600cd5"},
@@ -4723,6 +5039,8 @@ version = "1.3.8"
 description = "ASCII transliterations of Unicode text"
 optional = false
 python-versions = ">=3.5"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "Unidecode-1.3.8-py3-none-any.whl", hash = "sha256:d130a61ce6696f8148a3bd8fe779c99adeb4b870584eeb9526584e9aa091fd39"},
     {file = "Unidecode-1.3.8.tar.gz", hash = "sha256:cfdb349d46ed3873ece4586b96aa75258726e2fa8ec21d6f00a591d98806c2f4"},
@@ -4734,6 +5052,8 @@ version = "0.10.27"
 description = "A library that prepares raw documents for downstream ML tasks."
 optional = true
 python-versions = ">=3.7.0"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "unstructured-0.10.27-py3-none-any.whl", hash = "sha256:3a8a8e44302388ddc39c184059e8b4458f1cdc58032540b9af7d85f6c3eca3be"},
     {file = "unstructured-0.10.27.tar.gz", hash = "sha256:f567b5c4385993a9ab48db5563dd7b413aac4f2002bb22e6250496ea8f440f5e"},
@@ -4814,6 +5134,8 @@ version = "0.3.13"
 description = "Python-tesseract is a python wrapper for Google's Tesseract-OCR"
 optional = true
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "unstructured.pytesseract-0.3.13-py3-none-any.whl", hash = "sha256:8001bc860470d56185176eb3ceb4623e888eba058ca3b30af79003784bc40e19"},
     {file = "unstructured.pytesseract-0.3.13.tar.gz", hash = "sha256:ff2e6391496e457dbf4b4e327f4a4577cce18921ea6570dc74bd64381b10e963"},
@@ -4829,6 +5151,8 @@ version = "1.4.3"
 description = "URL normalization for Python"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "url-normalize-1.4.3.tar.gz", hash = "sha256:d23d3a070ac52a67b83a1c59a0e68f8608d1cd538783b401bc9de2c0fac999b2"},
     {file = "url_normalize-1.4.3-py2.py3-none-any.whl", hash = "sha256:ec3c301f04e5bb676d333a7fa162fa977ad2ca04b7e652bfc9fac4e405728eed"},
@@ -4843,6 +5167,8 @@ version = "2.3.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
+groups = ["main", "dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
     {file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
@@ -4860,6 +5186,8 @@ version = "10.0"
 description = "Wildcard/glob file name matcher."
 optional = false
 python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "wcmatch-10.0-py3-none-any.whl", hash = "sha256:0dd927072d03c0a6527a20d2e6ad5ba8d0380e60870c383bc533b71744df7b7a"},
     {file = "wcmatch-10.0.tar.gz", hash = "sha256:e72f0de09bba6a04e0de70937b0cf06e55f36f37b3deb422dfaf854b867b840a"},
@@ -4874,6 +5202,8 @@ version = "3.1.3"
 description = "The comprehensive WSGI web application library."
 optional = false
 python-versions = ">=3.9"
+groups = ["dev"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
     {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
@@ -4891,6 +5221,8 @@ version = "3.2.0"
 description = "A Python module for creating Excel XLSX files."
 optional = true
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"file-based\""
 files = [
     {file = "XlsxWriter-3.2.0-py3-none-any.whl", hash = "sha256:ecfd5405b3e0e228219bcaf24c2ca0915e012ca9464a14048021d21a995d490e"},
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
@@ -4902,6 +5234,8 @@ version = "0.14.2"
 description = "Makes working with XML feel like you are working with JSON"
 optional = false
 python-versions = ">=3.6"
+groups = ["main"]
+markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
 files = [
     {file = "xmltodict-0.14.2-py2.py3-none-any.whl", hash = "sha256:20cc7d723ed729276e808f26fb6b3599f786cbc37e06c65e192ba77c40f20aac"},
     {file = "xmltodict-0.14.2.tar.gz", hash = "sha256:201e7c28bb210e374999d1dde6382923ab0ed1a8a5faeece48ab525b7810a553"},
@@ -4913,6 +5247,8 @@ version = "1.18.3"
 description = "Yet another URL library"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:7df647e8edd71f000a5208fe6ff8c382a1de8edfbccdbbfe649d263de07d8c34"},
     {file = "yarl-1.18.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:c69697d3adff5aa4f874b19c0e4ed65180ceed6318ec856ebc423aa5850d84f7"},
@@ -5009,6 +5345,8 @@ version = "3.21.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = true
 python-versions = ">=3.9"
+groups = ["main"]
+markers = "(python_version <= \"3.11\" or python_version >= \"3.12\") and extra == \"vector-db-based\""
 files = [
     {file = "zipp-3.21.0-py3-none-any.whl", hash = "sha256:ac1bbe05fd2991f160ebce24ffbac5f6d11d83dc90891255885223d42b3cd931"},
     {file = "zipp-3.21.0.tar.gz", hash = "sha256:2c9958f6430a2040341a52eb608ed6dd93ef4392e02ffe219417c1b28b5dd1f4"},
@@ -5028,6 +5366,6 @@ sql = ["sqlalchemy"]
 vector-db-based = ["cohere", "langchain", "openai", "tiktoken"]
 
 [metadata]
-lock-version = "2.0"
+lock-version = "2.1"
 python-versions = "^3.10,<3.13"
-content-hash = "4ec21ccda2c77f36951f87d7d756746a40db799716f09492fcb9d39c1de35563"
+content-hash = "90204e1b3e664c2a50b971ce3486db63c0aad841706c6ff2ce8546b4944b6a5b"
diff --git a/pyproject.toml b/pyproject.toml
index ea48db48e..94b492551 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -86,7 +86,7 @@ Unidecode = "^1.3"
 freezegun = "*"
 mypy = "*"
 asyncio = "3.4.3"
-ruff = "^0.7.2"
+ruff = "^0.9.2"
 pdoc = "^15.0.0"
 poethepoet = "^0.24.2"
 pyproject-flake8 = "^6.1.0"