From f1fd9bf0426cf453febc0f75c9a6aa04348e657f Mon Sep 17 00:00:00 2001
From: "riccardo.belluzzo" <riccardo.belluzzo@allegro.com>
Date: Thu, 22 Feb 2024 15:44:47 +0100
Subject: [PATCH 1/3] First version of PyPi release workflow

---
 .github/workflows/release.yml |  14 +-
 Makefile                      |   5 +
 poetry.lock                   | 598 ++++++++++++++++++++++++++++------
 pyproject.toml                |   4 +-
 4 files changed, 506 insertions(+), 115 deletions(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index e5ac728..964c44f 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -21,11 +21,9 @@ jobs:
         run: make install-env
       - name: Build llm-wrapper package
         run: make build
-      - name: Publish llm-wrapper package
-        if: (github.event_name == 'push' && startsWith(github.ref, 'refs/tags')) || github.event_name == 'workflow_dispatch'
-        uses: pypa/gh-action-pypi-publish@release/v1
-        with:
-          args: --verbose
-          user: "" # TODO: open-source
-          password: "" # TODO: open-source
-          repository_url: "" # TODO: open-source
+      - name: Publish llm-wrapper package to PyPI
+        env:
+          TWINE_PASSWORD: ${{ secrets.PYPI_API_TOKEN }}
+        run: |
+          make publish
+        
diff --git a/Makefile b/Makefile
index 65cc890..afe4e20 100644
--- a/Makefile
+++ b/Makefile
@@ -1,3 +1,6 @@
+export TWINE_USERNAME?=__token__
+export TWINE_PASSWORD?=your_token
+
 install-poetry::
 	python3 -m pip install pip --upgrade
 	python3 -m pip install poetry==1.5.0
@@ -14,6 +17,8 @@ linter::
 tests::
 	poetry run python -m pytest -s --verbose
 
+publish::
+    poetry run python -m twine upload --verbose dist/*
 
 docs::
 	poetry run mkdocs build
diff --git a/poetry.lock b/poetry.lock
index 12118aa..c138ddc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
 version = "3.9.3"
 description = "Async http client/server framework (asyncio)"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -101,7 +100,6 @@ speedups = ["Brotli", "aiodns", "brotlicffi"]
 name = "aioresponses"
 version = "0.7.6"
 description = "Mock out requests made by ClientSession from aiohttp package"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -116,7 +114,6 @@ aiohttp = ">=3.3.0,<4.0.0"
 name = "aiosignal"
 version = "1.3.1"
 description = "aiosignal: a list of registered asynchronous callbacks"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -131,7 +128,6 @@ frozenlist = ">=1.1.0"
 name = "anyio"
 version = "4.2.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -154,7 +150,6 @@ trio = ["trio (>=0.23)"]
 name = "astroid"
 version = "2.15.8"
 description = "An abstract syntax tree for Python with inference support."
-category = "dev"
 optional = false
 python-versions = ">=3.7.2"
 files = [
@@ -174,7 +169,6 @@ wrapt = [
 name = "async-timeout"
 version = "4.0.3"
 description = "Timeout context manager for asyncio programs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -186,7 +180,6 @@ files = [
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -202,11 +195,33 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "build"
+version = "1.0.3"
+description = "A simple, correct Python build frontend"
+optional = false
+python-versions = ">= 3.7"
+files = [
+    {file = "build-1.0.3-py3-none-any.whl", hash = "sha256:589bf99a67df7c9cf07ec0ac0e5e2ea5d4b37ac63301c4986d1acb126aa83f8f"},
+    {file = "build-1.0.3.tar.gz", hash = "sha256:538aab1b64f9828977f84bc63ae570b060a8ed1be419e7870b8b4fc5e6ea553b"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "os_name == \"nt\""}
+packaging = ">=19.0"
+pyproject_hooks = "*"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+docs = ["furo (>=2023.08.17)", "sphinx (>=7.0,<8.0)", "sphinx-argparse-cli (>=1.5)", "sphinx-autodoc-typehints (>=1.10)", "sphinx-issues (>=3.0.0)"]
+test = ["filelock (>=3)", "pytest (>=6.2.4)", "pytest-cov (>=2.12)", "pytest-mock (>=2)", "pytest-rerunfailures (>=9.1)", "pytest-xdist (>=1.34)", "setuptools (>=42.0.0)", "setuptools (>=56.0.0)", "setuptools (>=56.0.0)", "setuptools (>=67.8.0)", "wheel (>=0.36.0)"]
+typing = ["importlib-metadata (>=5.1)", "mypy (>=1.5.0,<1.6.0)", "tomli", "typing-extensions (>=3.7.4.3)"]
+virtualenv = ["virtualenv (>=20.0.35)"]
+
 [[package]]
 name = "cachetools"
 version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -218,7 +233,6 @@ files = [
 name = "certifi"
 version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -226,11 +240,74 @@ files = [
     {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
 ]
 
+[[package]]
+name = "cffi"
+version = "1.16.0"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "cffi-1.16.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088"},
+    {file = "cffi-1.16.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9"},
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+    {file = "cffi-1.16.0-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:8895613bcc094d4a1b2dbe179d88d7fb4a15cee43c052e8885783fac397d91fe"},
+    {file = "cffi-1.16.0-cp39-cp39-win32.whl", hash = "sha256:ed86a35631f7bfbb28e108dd96773b9d5a6ce4811cf6ea468bb6a359b256b1e4"},
+    {file = "cffi-1.16.0-cp39-cp39-win_amd64.whl", hash = "sha256:3686dffb02459559c74dd3d81748269ffb0eb027c39a6fc99502de37d501faa8"},
+    {file = "cffi-1.16.0.tar.gz", hash = "sha256:bcb3ef43e58665bbda2fb198698fcae6776483e0c4a631aa5647806c25e02cc0"},
+]
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -330,7 +407,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -345,7 +421,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -353,11 +428,64 @@ files = [
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
 
+[[package]]
+name = "cryptography"
+version = "42.0.4"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "cryptography-42.0.4-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:db4b65b02f59035037fde0998974d84244a64c3265bdef32a827ab9b63d61b18"},
+    {file = "cryptography-42.0.4-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:dad9c385ba8ee025bb0d856714f71d7840020fe176ae0229de618f14dae7a6e2"},
+    {file = "cryptography-42.0.4-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:69b22ab6506a3fe483d67d1ed878e1602bdd5912a134e6202c1ec672233241c1"},
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+    {file = "cryptography-42.0.4.tar.gz", hash = "sha256:831a4b37accef30cccd34fcb916a5d7b5be3cbbe27268a02832c3e450aea39cb"},
+]
+
+[package.dependencies]
+cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
+docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
+nox = ["nox"]
+pep8test = ["check-sdist", "click", "mypy", "ruff"]
+sdist = ["build"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test-randomorder = ["pytest-randomly"]
+
 [[package]]
 name = "dataclasses-json"
 version = "0.6.3"
 description = "Easily serialize dataclasses to and from JSON."
-category = "main"
 optional = false
 python-versions = ">=3.7,<4.0"
 files = [
@@ -373,7 +501,6 @@ typing-inspect = ">=0.4.0,<1"
 name = "dill"
 version = "0.3.8"
 description = "serialize all of Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -385,11 +512,21 @@ files = [
 graph = ["objgraph (>=1.7.2)"]
 profile = ["gprof2dot (>=2022.7.29)"]
 
+[[package]]
+name = "docutils"
+version = "0.20.1"
+description = "Docutils -- Python Documentation Utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"},
+    {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
+]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -404,7 +541,6 @@ test = ["pytest (>=6)"]
 name = "filelock"
 version = "3.13.1"
 description = "A platform independent file lock."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -421,7 +557,6 @@ typing = ["typing-extensions (>=4.8)"]
 name = "frozenlist"
 version = "1.4.1"
 description = "A list-like structure which implements collections.abc.MutableSequence"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -508,7 +643,6 @@ files = [
 name = "fsspec"
 version = "2023.12.2"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -544,7 +678,6 @@ tqdm = ["tqdm"]
 name = "ghp-import"
 version = "2.1.0"
 description = "Copy your docs directly to the gh-pages branch."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -562,7 +695,6 @@ dev = ["flake8", "markdown", "twine", "wheel"]
 name = "google-api-core"
 version = "2.16.1"
 description = "Google API client core library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -574,11 +706,11 @@ files = [
 google-auth = ">=2.14.1,<3.0.dev0"
 googleapis-common-protos = ">=1.56.2,<2.0.dev0"
 grpcio = [
-    {version = ">=1.33.2,<2.0dev", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0dev", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0dev", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 grpcio-status = [
-    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "extra == \"grpc\""},
+    {version = ">=1.33.2,<2.0.dev0", optional = true, markers = "python_version < \"3.11\" and extra == \"grpc\""},
     {version = ">=1.49.1,<2.0.dev0", optional = true, markers = "python_version >= \"3.11\" and extra == \"grpc\""},
 ]
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
@@ -593,7 +725,6 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 name = "google-auth"
 version = "2.27.0"
 description = "Google Authentication Library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -617,7 +748,6 @@ requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 name = "google-cloud-aiplatform"
 version = "1.38.0"
 description = "Vertex AI API client library"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -626,7 +756,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.32.0,<2.0.0 || >=2.8.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.32.0,<2.0.dev0 || >=2.8.dev0,<3.0.0dev", extras = ["grpc"]}
 google-cloud-bigquery = ">=1.15.0,<4.0.0dev"
 google-cloud-resource-manager = ">=1.3.3,<3.0.0dev"
 google-cloud-storage = ">=1.32.0,<3.0.0dev"
@@ -658,7 +788,6 @@ xai = ["tensorflow (>=2.3.0,<3.0.0dev)"]
 name = "google-cloud-bigquery"
 version = "3.17.1"
 description = "Google BigQuery API client library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -667,7 +796,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-cloud-core = ">=1.6.0,<3.0.0dev"
 google-resumable-media = ">=0.6.0,<3.0dev"
 packaging = ">=20.0.0"
@@ -689,7 +818,6 @@ tqdm = ["tqdm (>=4.7.4,<5.0.0dev)"]
 name = "google-cloud-core"
 version = "2.4.1"
 description = "Google Cloud API client core library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -698,7 +826,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.6,<2.0.0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.6,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-auth = ">=1.25.0,<3.0dev"
 
 [package.extras]
@@ -708,7 +836,6 @@ grpc = ["grpcio (>=1.38.0,<2.0dev)", "grpcio-status (>=1.38.0,<2.0.dev0)"]
 name = "google-cloud-resource-manager"
 version = "1.11.0"
 description = "Google Cloud Resource Manager API client library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -717,7 +844,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.0,<2.0.0 || >=2.11.0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
 grpc-google-iam-v1 = ">=0.12.4,<1.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
@@ -726,7 +853,6 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4
 name = "google-cloud-storage"
 version = "2.14.0"
 description = "Google Cloud Storage API client library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -735,7 +861,7 @@ files = [
 ]
 
 [package.dependencies]
-google-api-core = ">=1.31.5,<2.0.0 || >2.3.0,<3.0.0dev"
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0dev"
 google-auth = ">=2.23.3,<3.0dev"
 google-cloud-core = ">=2.3.0,<3.0dev"
 google-crc32c = ">=1.0,<2.0dev"
@@ -749,7 +875,6 @@ protobuf = ["protobuf (<5.0.0dev)"]
 name = "google-crc32c"
 version = "1.5.0"
 description = "A python wrapper of the C library 'Google CRC32C'"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -830,7 +955,6 @@ testing = ["pytest"]
 name = "google-resumable-media"
 version = "2.7.0"
 description = "Utilities for Google Media Downloads and Resumable Uploads"
-category = "main"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -849,7 +973,6 @@ requests = ["requests (>=2.18.0,<3.0.0dev)"]
 name = "googleapis-common-protos"
 version = "1.62.0"
 description = "Common protobufs used in Google APIs"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -868,7 +991,6 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -940,7 +1062,6 @@ test = ["objgraph", "psutil"]
 name = "grpc-google-iam-v1"
 version = "0.13.0"
 description = "IAM API client library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -957,7 +1078,6 @@ protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4
 name = "grpcio"
 version = "1.60.0"
 description = "HTTP/2-based RPC framework"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1024,7 +1144,6 @@ protobuf = ["grpcio-tools (>=1.60.0)"]
 name = "grpcio-status"
 version = "1.60.0"
 description = "Status proto mapping for gRPC"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1041,7 +1160,6 @@ protobuf = ">=4.21.6"
 name = "huggingface-hub"
 version = "0.20.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1074,7 +1192,6 @@ typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "t
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1082,11 +1199,29 @@ files = [
     {file = "idna-3.6.tar.gz", hash = "sha256:9ecdbbd083b06798ae1e86adcbfe8ab1479cf864e4ee30fe4e46a003d12491ca"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "7.0.1"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-7.0.1-py3-none-any.whl", hash = "sha256:4805911c3a4ec7c3966410053e9ec6a1fecd629117df5adee56dfc9432a1081e"},
+    {file = "importlib_metadata-7.0.1.tar.gz", hash = "sha256:f238736bb06590ae52ac1fab06a3a9ef1d8dce2b7a35b5ab329371d6c8f5d2cc"},
+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1098,7 +1233,6 @@ files = [
 name = "isort"
 version = "5.13.2"
 description = "A Python utility / library to sort Python imports."
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -1109,11 +1243,43 @@ files = [
 [package.extras]
 colors = ["colorama (>=0.4.6)"]
 
+[[package]]
+name = "jaraco-classes"
+version = "3.3.1"
+description = "Utility functions for Python class constructs"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jaraco.classes-3.3.1-py3-none-any.whl", hash = "sha256:86b534de565381f6b3c1c830d13f931d7be1a75f0081c57dff615578676e2206"},
+    {file = "jaraco.classes-3.3.1.tar.gz", hash = "sha256:cb28a5ebda8bc47d8c8015307d93163464f9f2b91ab4006e09ff0ce07e8bfb30"},
+]
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "jeepney-0.8.0-py3-none-any.whl", hash = "sha256:c0a454ad016ca575060802ee4d590dd912e35c122fa04e70306de3d076cce755"},
+    {file = "jeepney-0.8.0.tar.gz", hash = "sha256:5efe48d255973902f6badc3ce55e2aa6c5c3b3bc642059ef3a91247bcfcc5806"},
+]
+
+[package.extras]
+test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "testpath", "trio"]
+trio = ["async_generator", "trio"]
+
 [[package]]
 name = "jinja2"
 version = "3.1.3"
 description = "A very fast and expressive template engine."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1131,7 +1297,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jsonpatch"
 version = "1.33"
 description = "Apply JSON-Patches (RFC 6902)"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -1146,7 +1311,6 @@ jsonpointer = ">=1.9"
 name = "jsonpointer"
 version = "2.4"
 description = "Identify specific nodes in a JSON document (RFC 6901)"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
 files = [
@@ -1154,11 +1318,33 @@ files = [
     {file = "jsonpointer-2.4.tar.gz", hash = "sha256:585cee82b70211fa9e6043b7bb89db6e1aa49524340dde8ad6b63206ea689d88"},
 ]
 
+[[package]]
+name = "keyring"
+version = "24.3.0"
+description = "Store and access your passwords safely."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "keyring-24.3.0-py3-none-any.whl", hash = "sha256:4446d35d636e6a10b8bce7caa66913dd9eca5fd222ca03a3d42c38608ac30836"},
+    {file = "keyring-24.3.0.tar.gz", hash = "sha256:e730ecffd309658a08ee82535a3b5ec4b4c8669a9be11efb66249d8e0aeb9a25"},
+]
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+"jaraco.classes" = "*"
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+completion = ["shtab (>=1.1.0)"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [[package]]
 name = "langchain"
 version = "0.0.351"
 description = "Building applications with LLMs through composability"
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1199,7 +1385,6 @@ text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 name = "langchain-community"
 version = "0.0.16"
 description = "Community contributed LangChain integrations."
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1226,7 +1411,6 @@ extended-testing = ["aiosqlite (>=0.19.0,<0.20.0)", "aleph-alpha-client (>=2.15.
 name = "langchain-core"
 version = "0.1.17"
 description = "Building applications with LLMs through composability"
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1251,7 +1435,6 @@ extended-testing = ["jinja2 (>=3,<4)"]
 name = "langsmith"
 version = "0.0.85"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
-category = "main"
 optional = false
 python-versions = ">=3.8.1,<4.0"
 files = [
@@ -1267,7 +1450,6 @@ requests = ">=2,<3"
 name = "lazy-object-proxy"
 version = "1.10.0"
 description = "A fast and thorough lazy object proxy."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1314,7 +1496,6 @@ files = [
 name = "markdown"
 version = "3.5.2"
 description = "Python implementation of John Gruber's Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1326,11 +1507,34 @@ files = [
 docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
 testing = ["coverage", "pyyaml"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+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"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.5"
 description = "Safely add untrusted strings to HTML/XML markup."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1400,7 +1604,6 @@ files = [
 name = "marshmallow"
 version = "3.20.2"
 description = "A lightweight library for converting complex datatypes to and from native Python datatypes."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1421,7 +1624,6 @@ tests = ["pytest", "pytz", "simplejson"]
 name = "mccabe"
 version = "0.7.0"
 description = "McCabe checker, plugin for flake8"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1429,11 +1631,21 @@ files = [
     {file = "mccabe-0.7.0.tar.gz", hash = "sha256:348e0240c33b60bbdf4e523192ef919f28cb2c3d7d5c7794f74009290f236325"},
 ]
 
+[[package]]
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "mdurl-0.1.2-py3-none-any.whl", hash = "sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8"},
+    {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
+]
+
 [[package]]
 name = "mergedeep"
 version = "1.3.4"
 description = "A deep merge function for 🐍."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1445,7 +1657,6 @@ files = [
 name = "mkdocs"
 version = "1.5.3"
 description = "Project documentation with Markdown."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1472,11 +1683,21 @@ watchdog = ">=2.0"
 i18n = ["babel (>=2.9.0)"]
 min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.3)", "jinja2 (==2.11.1)", "markdown (==3.2.1)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "packaging (==20.5)", "pathspec (==0.11.1)", "platformdirs (==2.2.0)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "typing-extensions (==3.10)", "watchdog (==2.0)"]
 
+[[package]]
+name = "more-itertools"
+version = "10.2.0"
+description = "More routines for operating on iterables, beyond itertools"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "more-itertools-10.2.0.tar.gz", hash = "sha256:8fccb480c43d3e99a00087634c06dd02b0d50fbf088b380de5a41a015ec239e1"},
+    {file = "more_itertools-10.2.0-py3-none-any.whl", hash = "sha256:686b06abe565edfab151cb8fd385a05651e1fdf8f0a14191e4439283421f8684"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.0.4"
 description = "multidict implementation"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1560,7 +1781,6 @@ files = [
 name = "mypy-extensions"
 version = "1.0.0"
 description = "Type system extensions for programs checked with the mypy type checker."
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1568,11 +1788,35 @@ files = [
     {file = "mypy_extensions-1.0.0.tar.gz", hash = "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"},
 ]
 
+[[package]]
+name = "nh3"
+version = "0.2.15"
+description = "Python bindings to the ammonia HTML sanitization library."
+optional = false
+python-versions = "*"
+files = [
+    {file = "nh3-0.2.15-cp37-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl", hash = "sha256:9c0d415f6b7f2338f93035bba5c0d8c1b464e538bfbb1d598acd47d7969284f0"},
+    {file = "nh3-0.2.15-cp37-abi3-macosx_10_12_x86_64.whl", hash = "sha256:6f42f99f0cf6312e470b6c09e04da31f9abaadcd3eb591d7d1a88ea931dca7f3"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ac19c0d68cd42ecd7ead91a3a032fdfff23d29302dbb1311e641a130dfefba97"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5f0d77272ce6d34db6c87b4f894f037d55183d9518f948bba236fe81e2bb4e28"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:8d595df02413aa38586c24811237e95937ef18304e108b7e92c890a06793e3bf"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:86e447a63ca0b16318deb62498db4f76fc60699ce0a1231262880b38b6cff911"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:3277481293b868b2715907310c7be0f1b9d10491d5adf9fce11756a97e97eddf"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:60684857cfa8fdbb74daa867e5cad3f0c9789415aba660614fe16cd66cbb9ec7"},
+    {file = "nh3-0.2.15-cp37-abi3-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3b803a5875e7234907f7d64777dfde2b93db992376f3d6d7af7f3bc347deb305"},
+    {file = "nh3-0.2.15-cp37-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:0d02d0ff79dfd8208ed25a39c12cbda092388fff7f1662466e27d97ad011b770"},
+    {file = "nh3-0.2.15-cp37-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:f3b53ba93bb7725acab1e030bc2ecd012a817040fd7851b332f86e2f9bb98dc6"},
+    {file = "nh3-0.2.15-cp37-abi3-musllinux_1_2_i686.whl", hash = "sha256:b1e97221cedaf15a54f5243f2c5894bb12ca951ae4ddfd02a9d4ea9df9e1a29d"},
+    {file = "nh3-0.2.15-cp37-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a5167a6403d19c515217b6bcaaa9be420974a6ac30e0da9e84d4fc67a5d474c5"},
+    {file = "nh3-0.2.15-cp37-abi3-win32.whl", hash = "sha256:427fecbb1031db085eaac9931362adf4a796428ef0163070c484b5a768e71601"},
+    {file = "nh3-0.2.15-cp37-abi3-win_amd64.whl", hash = "sha256:bc2d086fb540d0fa52ce35afaded4ea526b8fc4d3339f783db55c95de40ef02e"},
+    {file = "nh3-0.2.15.tar.gz", hash = "sha256:d1e30ff2d8d58fb2a14961f7aac1bbb1c51f9bdd7da727be35c63826060b0bf3"},
+]
+
 [[package]]
 name = "numpy"
 version = "1.26.3"
 description = "Fundamental package for array computing in Python"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1618,7 +1862,6 @@ files = [
 name = "openai"
 version = "0.27.10"
 description = "Python client library for the OpenAI API"
-category = "main"
 optional = false
 python-versions = ">=3.7.1"
 files = [
@@ -1633,7 +1876,7 @@ tqdm = "*"
 
 [package.extras]
 datalib = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-dev = ["black (>=21.6b0,<22.0)", "pytest (>=6.0.0,<7.0.0)", "pytest-asyncio", "pytest-mock"]
+dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-mock"]
 embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
 wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
 
@@ -1641,7 +1884,6 @@ wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1
 name = "packaging"
 version = "23.2"
 description = "Core utilities for Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1653,7 +1895,6 @@ files = [
 name = "pandas"
 version = "2.2.0"
 description = "Powerful data structures for data analysis, time series, and statistics"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1726,7 +1967,6 @@ xml = ["lxml (>=4.9.2)"]
 name = "pathspec"
 version = "0.12.1"
 description = "Utility library for gitignore style pattern matching of file paths."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1734,11 +1974,24 @@ files = [
     {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
 ]
 
+[[package]]
+name = "pkginfo"
+version = "1.9.6"
+description = "Query metadata from sdists / bdists / installed packages."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pkginfo-1.9.6-py3-none-any.whl", hash = "sha256:4b7a555a6d5a22169fcc9cf7bfd78d296b0361adad412a346c1226849af5e546"},
+    {file = "pkginfo-1.9.6.tar.gz", hash = "sha256:8fd5896e8718a4372f0ea9cc9d96f6417c9b986e23a4d116dda26b62cc29d046"},
+]
+
+[package.extras]
+testing = ["pytest", "pytest-cov"]
+
 [[package]]
 name = "platformdirs"
 version = "4.2.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1754,7 +2007,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-
 name = "pluggy"
 version = "1.4.0"
 description = "plugin and hook calling mechanisms for python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1770,7 +2022,6 @@ testing = ["pytest", "pytest-benchmark"]
 name = "proto-plus"
 version = "1.23.0"
 description = "Beautiful, Pythonic protocol buffers."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1788,7 +2039,6 @@ testing = ["google-api-core[grpc] (>=1.31.5)"]
 name = "protobuf"
 version = "4.25.2"
 description = ""
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1809,7 +2059,6 @@ files = [
 name = "pyasn1"
 version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -1821,7 +2070,6 @@ files = [
 name = "pyasn1-modules"
 version = "0.3.0"
 description = "A collection of ASN.1-based protocols modules"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
@@ -1832,11 +2080,21 @@ files = [
 [package.dependencies]
 pyasn1 = ">=0.4.6,<0.6.0"
 
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "pycparser-2.21-py2.py3-none-any.whl", hash = "sha256:8ee45429555515e1f6b185e78100aea234072576aa43ab53aefcae078162fca9"},
+    {file = "pycparser-2.21.tar.gz", hash = "sha256:e644fdec12f7872f86c58ff790da456218b10f863970249516d60a5eaca77206"},
+]
+
 [[package]]
 name = "pydantic"
 version = "1.10.13"
 description = "Data validation and settings management using python type hints"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1889,7 +2147,6 @@ email = ["email-validator (>=1.0.3)"]
 name = "pydash"
 version = "7.0.7"
 description = "The kitchen sink of Python utility libraries for doing \"stuff\" in a functional way. Based on the Lo-Dash Javascript library."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1903,11 +2160,25 @@ typing-extensions = ">=3.10,<4.6.0 || >4.6.0"
 [package.extras]
 dev = ["black", "build", "coverage", "docformatter", "flake8", "flake8-black", "flake8-bugbear", "flake8-isort", "furo", "invoke", "isort", "mypy", "pylint", "pytest", "pytest-cov", "pytest-mypy-testing", "sphinx", "sphinx-autodoc-typehints", "tox", "twine", "wheel"]
 
+[[package]]
+name = "pygments"
+version = "2.17.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
+    {file = "pygments-2.17.2.tar.gz", hash = "sha256:da46cec9fd2de5be3a8a784f434e4c4ab670b4ff54d605c4c2717e9d49c4c367"},
+]
+
+[package.extras]
+plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pylint"
 version = "2.17.7"
 description = "python code static checker"
-category = "dev"
 optional = false
 python-versions = ">=3.7.2"
 files = [
@@ -1932,11 +2203,24 @@ tomlkit = ">=0.10.1"
 spelling = ["pyenchant (>=3.2,<4.0)"]
 testutils = ["gitpython (>3)"]
 
+[[package]]
+name = "pyproject-hooks"
+version = "1.0.0"
+description = "Wrappers to call pyproject.toml-based build backend hooks."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pyproject_hooks-1.0.0-py3-none-any.whl", hash = "sha256:283c11acd6b928d2f6a7c73fa0d01cb2bdc5f07c57a2eeb6e83d5e56b97976f8"},
+    {file = "pyproject_hooks-1.0.0.tar.gz", hash = "sha256:f271b298b97f5955d53fb12b72c1fb1948c22c1a6b70b315c54cedaca0264ef5"},
+]
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
 [[package]]
 name = "pytest"
 version = "7.4.4"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1959,7 +2243,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
 name = "python-dateutil"
 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -1974,7 +2257,6 @@ six = ">=1.5"
 name = "pytz"
 version = "2023.4"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -1982,11 +2264,21 @@ files = [
     {file = "pytz-2023.4.tar.gz", hash = "sha256:31d4583c4ed539cd037956140d695e42c033a19e984bfce9964a3f7d59bc2b40"},
 ]
 
+[[package]]
+name = "pywin32-ctypes"
+version = "0.2.2"
+description = "A (partial) reimplementation of pywin32 using ctypes/cffi"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pywin32-ctypes-0.2.2.tar.gz", hash = "sha256:3426e063bdd5fd4df74a14fa3cf80a0b42845a87e1d1e81f6549f9daec593a60"},
+    {file = "pywin32_ctypes-0.2.2-py3-none-any.whl", hash = "sha256:bf490a1a709baf35d688fe0ecf980ed4de11d2b3e37b51e5442587a75d9957e7"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2008,6 +2300,7 @@ files = [
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
     {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
+    {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
     {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
     {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
     {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@@ -2046,7 +2339,6 @@ files = [
 name = "pyyaml-env-tag"
 version = "0.1"
 description = "A custom YAML tag for referencing environment variables in YAML files. "
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2057,11 +2349,29 @@ files = [
 [package.dependencies]
 pyyaml = "*"
 
+[[package]]
+name = "readme-renderer"
+version = "42.0"
+description = "readme_renderer is a library for rendering readme descriptions for Warehouse"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "readme_renderer-42.0-py3-none-any.whl", hash = "sha256:13d039515c1f24de668e2c93f2e877b9dbe6c6c32328b90a40a49d8b2b85f36d"},
+    {file = "readme_renderer-42.0.tar.gz", hash = "sha256:2d55489f83be4992fe4454939d1a051c33edbab778e82761d060c9fc6b308cd1"},
+]
+
+[package.dependencies]
+docutils = ">=0.13.1"
+nh3 = ">=0.2.14"
+Pygments = ">=2.5.1"
+
+[package.extras]
+md = ["cmarkgfm (>=0.8.0)"]
+
 [[package]]
 name = "regex"
 version = "2023.12.25"
 description = "Alternative regular expression module, to replace re."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2164,7 +2474,6 @@ files = [
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2182,11 +2491,56 @@ urllib3 = ">=1.21.1,<3"
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
+[[package]]
+name = "requests-toolbelt"
+version = "1.0.0"
+description = "A utility belt for advanced users of python-requests"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "requests-toolbelt-1.0.0.tar.gz", hash = "sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6"},
+    {file = "requests_toolbelt-1.0.0-py2.py3-none-any.whl", hash = "sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06"},
+]
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
+[[package]]
+name = "rfc3986"
+version = "2.0.0"
+description = "Validating URI References per RFC 3986"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "rfc3986-2.0.0-py2.py3-none-any.whl", hash = "sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd"},
+    {file = "rfc3986-2.0.0.tar.gz", hash = "sha256:97aacf9dbd4bfd829baad6e6309fa6573aaf1be3f6fa735c8ab05e46cecb261c"},
+]
+
+[package.extras]
+idna2008 = ["idna"]
+
+[[package]]
+name = "rich"
+version = "13.7.0"
+description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
+optional = false
+python-versions = ">=3.7.0"
+files = [
+    {file = "rich-13.7.0-py3-none-any.whl", hash = "sha256:6da14c108c4866ee9520bbffa71f6fe3962e193b7da68720583850cd4548e235"},
+    {file = "rich-13.7.0.tar.gz", hash = "sha256:5cb5123b5cf9ee70584244246816e9114227e0b98ad9176eede6ad54bf5403fa"},
+]
+
+[package.dependencies]
+markdown-it-py = ">=2.2.0"
+pygments = ">=2.13.0,<3.0.0"
+
+[package.extras]
+jupyter = ["ipywidgets (>=7.5.1,<9)"]
+
 [[package]]
 name = "rsa"
 version = "4.9"
 description = "Pure-Python RSA implementation"
-category = "main"
 optional = false
 python-versions = ">=3.6,<4"
 files = [
@@ -2201,7 +2555,6 @@ pyasn1 = ">=0.1.3"
 name = "safetensors"
 version = "0.4.2"
 description = ""
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2330,11 +2683,25 @@ tensorflow = ["safetensors[numpy]", "tensorflow (>=2.11.0)"]
 testing = ["h5py (>=3.7.0)", "huggingface_hub (>=0.12.1)", "hypothesis (>=6.70.2)", "pytest (>=7.2.0)", "pytest-benchmark (>=4.0.0)", "safetensors[numpy]", "setuptools_rust (>=1.5.2)"]
 torch = ["safetensors[numpy]", "torch (>=1.10)"]
 
+[[package]]
+name = "secretstorage"
+version = "3.3.3"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
+    {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
+]
+
+[package.dependencies]
+cryptography = ">=2.0"
+jeepney = ">=0.6"
+
 [[package]]
 name = "setuptools"
 version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2351,7 +2718,6 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 name = "shapely"
 version = "2.0.2"
 description = "Manipulation and analysis of geometric objects"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2402,14 +2768,13 @@ files = [
 numpy = ">=1.14"
 
 [package.extras]
-docs = ["matplotlib", "numpydoc (>=1.1.0,<1.2.0)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
+docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
 test = ["pytest", "pytest-cov"]
 
 [[package]]
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2421,7 +2786,6 @@ files = [
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2433,7 +2797,6 @@ files = [
 name = "sqlalchemy"
 version = "2.0.25"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2521,7 +2884,6 @@ sqlcipher = ["sqlcipher3_binary"]
 name = "tenacity"
 version = "8.2.3"
 description = "Retry code until it succeeds"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2536,7 +2898,6 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"]
 name = "tiktoken"
 version = "0.4.0"
 description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2582,7 +2943,6 @@ blobfile = ["blobfile (>=2)"]
 name = "tokenizers"
 version = "0.15.1"
 description = ""
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2710,7 +3070,6 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2722,7 +3081,6 @@ files = [
 name = "tomlkit"
 version = "0.12.3"
 description = "Style preserving TOML library"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2734,7 +3092,6 @@ files = [
 name = "tqdm"
 version = "4.66.1"
 description = "Fast, Extensible Progress Meter"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2755,7 +3112,6 @@ telegram = ["requests"]
 name = "transformers"
 version = "4.37.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
-category = "main"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -2820,11 +3176,32 @@ torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata",
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
+[[package]]
+name = "twine"
+version = "5.0.0"
+description = "Collection of utilities for publishing packages on PyPI"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "twine-5.0.0-py3-none-any.whl", hash = "sha256:a262933de0b484c53408f9edae2e7821c1c45a3314ff2df9bdd343aa7ab8edc0"},
+    {file = "twine-5.0.0.tar.gz", hash = "sha256:89b0cc7d370a4b66421cc6102f269aa910fe0f1861c124f573cf2ddedbc10cf4"},
+]
+
+[package.dependencies]
+importlib-metadata = ">=3.6"
+keyring = ">=15.1"
+pkginfo = ">=1.8.1"
+readme-renderer = ">=35.0"
+requests = ">=2.20"
+requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
+rfc3986 = ">=1.4.0"
+rich = ">=12.0.0"
+urllib3 = ">=1.26.0"
+
 [[package]]
 name = "typing-extensions"
 version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2836,7 +3213,6 @@ files = [
 name = "typing-inspect"
 version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -2852,7 +3228,6 @@ typing-extensions = ">=3.7.4"
 name = "tzdata"
 version = "2023.4"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -2864,7 +3239,6 @@ files = [
 name = "urllib3"
 version = "2.2.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2882,7 +3256,6 @@ zstd = ["zstandard (>=0.18.0)"]
 name = "watchdog"
 version = "4.0.0"
 description = "Filesystem events monitoring"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2924,7 +3297,6 @@ watchmedo = ["PyYAML (>=3.10)"]
 name = "wrapt"
 version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3004,7 +3376,6 @@ files = [
 name = "yarl"
 version = "1.9.4"
 description = "Yet another URL library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3104,7 +3475,22 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "29b96b21c1ea831a18a30318a11264dd4e7ffd5706565329b64477aaa35d568e"
+content-hash = "f8cce433ad6004c08f2e70f70c534acf05693f6d374986b48be129058833b48e"
diff --git a/pyproject.toml b/pyproject.toml
index b299d30..5e05ff0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "llm-wrapper"
-version = "0.5.0"
+version = "0.0.1.1"
 description = ""
 authors = ["Allegro Opensource <opensource@allegro.com>"]
 readme = "README.md"
@@ -23,6 +23,8 @@ aioresponses = "^0.7.6"
 pytest = "^7.4.0"
 pylint = "^2.17.4"
 mkdocs = "^1.5.3"
+build = "^1.0.3"
+twine = "^5.0.0"
 
 [build-system]
 requires = ["poetry-core"]

From b8b2c898a8763956288212d323e50ded3ffaf3ab Mon Sep 17 00:00:00 2001
From: "riccardo.belluzzo" <riccardo.belluzzo@allegro.com>
Date: Thu, 22 Feb 2024 16:03:58 +0100
Subject: [PATCH 2/3] workflow_dispatch added to release.yml workflow

---
 .github/workflows/release.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 964c44f..a0a7296 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -2,6 +2,7 @@ name: Release
 on:
   release:
     types: [created]
+  workflow_dispatch:
 jobs:
   release:
     runs-on: ubuntu-latest

From 34b1de57835616ad186c4d4c85306dee48521432 Mon Sep 17 00:00:00 2001
From: "riccardo.belluzzo" <riccardo.belluzzo@allegro.com>
Date: Thu, 22 Feb 2024 16:15:58 +0100
Subject: [PATCH 3/3] converting spaces to tabs in Makefile

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index afe4e20..319cd8a 100644
--- a/Makefile
+++ b/Makefile
@@ -18,7 +18,7 @@ tests::
 	poetry run python -m pytest -s --verbose
 
 publish::
-    poetry run python -m twine upload --verbose dist/*
+	poetry run python -m twine upload --verbose dist/*
 
 docs::
 	poetry run mkdocs build