Repository: Aggregate-Intellect/sherpa (language: python)

Issue:
Improve makefile
# Your checklist for this pull request
Thank you for submitting a pull request! To speed up the review process, please follow this checklist:

- [ ] My Pull Request is small and focused on one topic so it can be reviewed easily 
- [x] My code follows the style guidelines of this project (`make format`)
- [x] Commit messages are detailed
- [x] I have performed a self-review of my code
- [x] I commented hard-to-understand parts of my code
- [ ] I updated the documentation (docstrings, `/docs`)
- [x] My changes generate no new warnings (or explain any new warnings and why they're ok)
- [ ] I have added tests that prove my fix is effective or that my feature works
- [x] All tests pass when I run `pytest tests` (offline mode)

Additional steps for code with networking dependencies:

- [x] I followed the [offline and online testing guidelines](https://sherpa-ai.readthedocs.io/en/latest/How_To/Test/test.html#offline-and-online-testing)
- [ ] All tests pass when I run `pytest tests --external_api` (online mode, making network calls)

# Description
Improve the Makefile by adding capabilities to `lint`, `format` and `test`.

This gives us a more robust set of `make` commands, including:
- more comprehensive `make lint`
- expanded code coverage in `make test`
- `make test` fails if coverage drops below 75%

The changes to files other than the makefile are all cosmetic, including removing
superfluous whitespace and adding lint directives. There are no logic changes.

This is another step towards CI/CD.  Once we are confident this is working nicely we can change
our github workflow to use `make test` and possibly `make lint`.

**Run `poetry self update && poetry install` to pick up these changes.**



Discussion / hints:

Fix patch:
diff --git a/src/.gitignore b/src/.gitignore
index 3c6055c3..bec13fbd 100644
--- a/src/.gitignore
+++ b/src/.gitignore
@@ -6,4 +6,5 @@ __pycache__
 **/env
 **/.coverage
 **/db
-**.db
\ No newline at end of file
+**.db
+.install.stamp
diff --git a/src/Makefile b/src/Makefile
index fbf20323..a22aa0a3 100644
--- a/src/Makefile
+++ b/src/Makefile
@@ -1,14 +1,49 @@
-.PHONY: format lint test
+SHERPA := sherpa_ai
+SHERPA_TESTS := tests
+INSTALL_STAMP := .install.stamp
+POETRY := $(shell command -v poetry 2> /dev/null)
 
-GIT_ROOT ?= $(shell git rev-parse --show-toplevel)
+.DEFAULT_GOAL := help
 
-format:
-	black .
-	isort .
+.PHONY: help
+help:
+	@echo "Please use 'make <target>' where <target> is one of"
+	@echo ""
+	@echo "  install    install packages and prepare environment"
+	@echo "  clean      remove all temporary files"
+	@echo "  lint       run the code linters"
+	@echo "  format     reformat code"
+	@echo "  test       run all the tests"
+	@echo ""
+	@echo "Check the Makefile to know exactly what each target is doing."
 
-lint:
-	flake8 .
-	black . --check
+install: $(INSTALL_STAMP)
+$(INSTALL_STAMP): pyproject.toml poetry.lock
+	@if [ -z $(POETRY) ]; then echo "Poetry could not be found. See https://python-poetry.org/docs/"; exit 2; fi
+	$(POETRY) install
+	# en_core_web_sm required by spacy needs to be installed separately
+	$(POETRY) run python -m spacy download en_core_web_sm 
+	touch $(INSTALL_STAMP)
 
-test:
-	pytest .
\ No newline at end of file
+.PHONY: clean
+clean:
+	find . -type d -name "__pycache__" | xargs rm -rf {};
+	rm -rf $(INSTALL_STAMP) .coverage .mypy_cache
+
+.PHONY: lint
+lint: $(INSTALL_STAMP)
+	$(POETRY) run isort --check-only --profile=black --lines-after-imports=2 $(SHERPA) $(SHERPA_TESTS)
+	$(POETRY) run black --check $(SHERPA) $(SHERPA_TESTS) --diff
+	$(POETRY) run flake8 --ignore=W503,E501,F401 $(SHERPA) $(SHERPA_TESTS)
+	# $(POETRY) run mypy $(SHERPA) $(SHERPA_TESTS) --ignore-missing-imports
+	$(POETRY) run bandit -r $(SHERPA)
+	$(POETRY) run bandit -r $(SHERPA_TESTS) -s B101
+
+.PHONY: format
+format: $(INSTALL_STAMP)
+	$(POETRY) run isort --profile=black --lines-after-imports=2 $(SHERPA) $(SHERPA_TESTS)
+	$(POETRY) run black $(SHERPA) $(SHERPA_TESTS)
+
+.PHONY: test
+test: $(INSTALL_STAMP)
+	$(POETRY) run pytest $(SHERPA_TESTS) --cov-report term-missing --cov-fail-under 75 --cov=$(SHERPA)
\ No newline at end of file
diff --git a/src/apps/slackapp/Makefile b/src/apps/slackapp/Makefile
new file mode 100644
index 00000000..65fedc85
--- /dev/null
+++ b/src/apps/slackapp/Makefile
@@ -0,0 +1,47 @@
+SLACK_APP := slackapp
+SLACK_APP_TESTS := tests
+INSTALL_STAMP := .install.stamp
+POETRY := $(shell command -v poetry 2> /dev/null)
+
+.DEFAULT_GOAL := help
+
+.PHONY: help
+help:
+	@echo "Please use 'make <target>' where <target> is one of"
+	@echo ""
+	@echo "  install    install packages and prepare environment"
+	@echo "  clean      remove all temporary files"
+	@echo "  lint       run the code linters"
+	@echo "  format     reformat code"
+	@echo "  test       run all the tests"
+	@echo ""
+	@echo "Check the Makefile to know exactly what each target is doing."
+
+install: $(INSTALL_STAMP)
+$(INSTALL_STAMP): pyproject.toml poetry.lock
+	@if [ -z $(POETRY) ]; then echo "Poetry could not be found. See https://python-poetry.org/docs/"; exit 2; fi
+	$(POETRY) install
+	# en_core_web_sm required by spacy needs to be installed separately
+	$(POETRY) run python -m spacy download en_core_web_sm 
+	touch $(INSTALL_STAMP)
+
+.PHONY: clean
+clean:
+	find . -type d -name "__pycache__" | xargs rm -rf {};
+	rm -rf $(INSTALL_STAMP) .coverage .mypy_cache
+
+.PHONY: lint
+lint: $(INSTALL_STAMP)
+	$(POETRY) run isort --check-only --profile=black --lines-after-imports=2 $(SLACK_APP) $(SLACK_APP_TESTS)
+	$(POETRY) run black --check $(SLACK_APP) $(SLACK_APP_TESTS) --diff
+	$(POETRY) run flake8 --ignore=W503,E501,F401 $(SLACK_APP) $(SLACK_APP_TESTS)
+	# $(POETRY) run mypy $(SLACK_APP) $(SLACK_APP_TESTS) --ignore-missing-imports
+
+.PHONY: format
+format: $(INSTALL_STAMP)
+	$(POETRY) run isort --profile=black --lines-after-imports=2 $(SLACK_APP) $(SLACK_APP_TESTS)
+	$(POETRY) run black $(SLACK_APP) $(SLACK_APP_TESTS)
+
+.PHONY: test
+test: $(INSTALL_STAMP)
+	$(POETRY) run pytest $(SLACK_APP_TESTS) --cov-report term-missing --cov-fail-under 50 --cov=$(SLACK_APP)
\ No newline at end of file
diff --git a/src/apps/slackapp/pyproject.toml b/src/apps/slackapp/pyproject.toml
index 8706aa31..e0b2d870 100644
--- a/src/apps/slackapp/pyproject.toml
+++ b/src/apps/slackapp/pyproject.toml
@@ -2,8 +2,9 @@
 name = "slackapp"
 version = "0.1.0"
 description = "Slack bot using sherpa-ai"
-authors = ["Your Name <you@example.com>"]
+authors = []
 readme = "README.md"
+repository = "https://github.com/Aggregate-Intellect/sherpa"
 
 [tool.poetry.dependencies]
 python = "^3.9"
@@ -18,13 +19,15 @@ hydra-core = "^1.3.2"
 sherpa_slack = 'slackapp.bolt_app:main'
 
 [tool.poetry.group.test.dependencies]
-pytest = "7.4.0"
+pytest = "^7.4.0"
+pytest-cov = "^4.1.0"
 
 [tool.poetry.group.lint.dependencies]
-black = "23.7.0"
-flake8 = "6.1.0"
-isort = "5.12.0"
-flake8-pyproject = "1.2.3"
+black = "^23.7.0"
+flake8 = "^6.1.0"
+isort = "^5.12.0"
+flake8-pyproject = "^1.2.3"
+mypy = "^1.9.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/src/apps/slackapp/slackapp/bolt_app.py b/src/apps/slackapp/slackapp/bolt_app.py
index 35f22575..6d366ab9 100644
--- a/src/apps/slackapp/slackapp/bolt_app.py
+++ b/src/apps/slackapp/slackapp/bolt_app.py
@@ -33,6 +33,7 @@
 from sherpa_ai.verbose_loggers import DummyVerboseLogger, SlackVerboseLogger
 from sherpa_ai.verbose_loggers.base import BaseVerboseLogger
 
+
 #######################################################################################
 # Set up Slack client and Chroma database
 #######################################################################################
diff --git a/src/apps/slackapp/slackapp/routes/whitelist.py b/src/apps/slackapp/slackapp/routes/whitelist.py
index 315d2439..718e4900 100644
--- a/src/apps/slackapp/slackapp/routes/whitelist.py
+++ b/src/apps/slackapp/slackapp/routes/whitelist.py
@@ -2,6 +2,7 @@
 
 from sherpa_ai.database.user_usage_tracker import UserUsageTracker
 
+
 whitelist_blueprint = Blueprint("auth", __name__)
 
 
diff --git a/src/poetry.lock b/src/poetry.lock
index 5c5b2f8f..fdf141a7 100644
--- a/src/poetry.lock
+++ b/src/poetry.lock
@@ -1,88 +1,88 @@
-# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
 
 [[package]]
 name = "aiohttp"
-version = "3.9.3"
+version = "3.9.5"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -270,33 +270,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.7.0"
+version = "23.12.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
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+    {file = "black-23.12.1.tar.gz", hash = "sha256:4ce3ef14ebe8d9509188014d96af1c456a910d5b5cbf434a09fef7e024b3d0d5"},
 ]
 
 [package.dependencies]
@@ -306,11 +306,11 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
 jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
 
@@ -362,17 +362,17 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "boto3"
-version = "1.34.82"
+version = "1.34.87"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "boto3-1.34.87.tar.gz", hash = "sha256:c630597a4d8018dc5ca364176104f10d3c96ef21009d28b398090822d49a57f1"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.82,<1.35.0"
+botocore = ">=1.34.87,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -381,13 +381,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.82"
+version = "1.34.87"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "botocore-1.34.82.tar.gz", hash = "sha256:2fd14676152f9d64541099090cc64973fdf8232744256454de443583e35e497d"},
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+    {file = "botocore-1.34.87.tar.gz", hash = "sha256:a3a4d857f0941d98a1e5ce8cd64c39062271fea0be4d9f3d0d6aff6cb58123b9"},
 ]
 
 [package.dependencies]
@@ -399,7 +399,7 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.19.19)"]
+crt = ["awscrt (==0.20.9)"]
 
 [[package]]
 name = "build"
@@ -901,13 +901,13 @@ dev = ["coverage", "coveralls", "pytest"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.0"
+version = "1.2.1"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
 ]
 
 [package.extras]
@@ -915,13 +915,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.110.1"
+version = "0.110.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1237,69 +1237,69 @@ test = ["objgraph", "psutil"]
 
 [[package]]
 name = "grpcio"
-version = "1.62.1"
+version = "1.62.2"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.extras]
-protobuf = ["grpcio-tools (>=1.62.1)"]
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 [[package]]
 name = "h11"
@@ -1426,13 +1426,13 @@ packaging = "*"
 
 [[package]]
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 [[package]]
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 [[package]]
 name = "isort"
-version = "5.12.0"
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 description = "A Python utility / library to sort Python imports."
 optional = false
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 [package.dependencies]
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 [[package]]
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+version = "3.5.0"
 description = "Apache Pulsar Python client library"
 optional = false
 python-versions = "*"
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 [package.dependencies]
@@ -2899,18 +2944,18 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.6.4"
+version = "2.7.0"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 annotated-types = ">=0.4.0"
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 typing-extensions = ">=4.6.1"
 
 [package.extras]
@@ -2918,90 +2963,90 @@ email = ["email-validator (>=2.0.0)"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.16.3"
-description = ""
+version = "2.18.1"
+description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -3330,104 +3375,104 @@ full = ["numpy"]
 
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 ]
 
 [package.dependencies]
-huggingface_hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<1.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
-docs = ["setuptools_rust", "sphinx", "sphinx_rtd_theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
@@ -4292,13 +4317,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.39.3"
+version = "4.40.0"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -4310,21 +4335,21 @@ pyyaml = ">=5.1"
 regex = "!=2019.12.17"
 requests = "*"
 safetensors = ">=0.4.1"
-tokenizers = ">=0.14,<0.19"
+tokenizers = ">=0.19,<0.20"
 tqdm = ">=4.27"
 
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-dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.14,<0.19)", "urllib3 (<2.0.0)"]
-dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
-docs = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.14,<0.19)", "torch", "torchaudio", "torchvision"]
+dev = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "decord (==0.6.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "flax (>=0.4.1,<=0.7.0)", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "timm", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+dev-tensorflow = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "isort (>=5.5.4)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "nltk", "onnxconverter-common", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timeout-decorator", "tokenizers (>=0.19,<0.20)", "urllib3 (<2.0.0)"]
+dev-torch = ["GitPython (<3.1.19)", "Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "beautifulsoup4", "codecarbon (==1.2.0)", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "fugashi (>=1.0)", "hf-doc-builder", "hf-doc-builder (>=0.3.0)", "ipadic (>=1.0.0,<2.0)", "isort (>=5.5.4)", "kenlm", "librosa", "nltk", "onnxruntime (>=1.4.0)", "onnxruntime-tools (>=1.4.2)", "optuna", "parameterized", "phonemizer", "protobuf", "psutil", "pyctcdecode (>=0.4.0)", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "ray[tune] (>=2.7.0)", "rhoknp (>=1.1.0,<1.3.1)", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "scikit-learn", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "sudachidict-core (>=20220729)", "sudachipy (>=0.6.6)", "tensorboard", "timeout-decorator", "timm", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision", "unidic (>=1.0.2)", "unidic-lite (>=1.0.7)", "urllib3 (<2.0.0)"]
+docs = ["Pillow (>=10.0.1,<=15.0)", "accelerate (>=0.21.0)", "av (==9.2.0)", "codecarbon (==1.2.0)", "decord (==0.6.0)", "flax (>=0.4.1,<=0.7.0)", "hf-doc-builder", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "kenlm", "keras-nlp (>=0.3.1)", "librosa", "onnxconverter-common", "optax (>=0.0.8,<=0.1.4)", "optuna", "phonemizer", "protobuf", "pyctcdecode (>=0.4.0)", "ray[tune] (>=2.7.0)", "sentencepiece (>=0.1.91,!=0.1.92)", "sigopt", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx", "timm", "tokenizers (>=0.19,<0.20)", "torch", "torchaudio", "torchvision"]
 docs-specific = ["hf-doc-builder"]
 flax = ["flax (>=0.4.1,<=0.7.0)", "jax (>=0.4.1,<=0.4.13)", "jaxlib (>=0.4.1,<=0.4.13)", "optax (>=0.0.8,<=0.1.4)"]
 flax-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
@@ -4345,16 +4370,16 @@ serving = ["fastapi", "pydantic", "starlette", "uvicorn"]
 sigopt = ["sigopt"]
 sklearn = ["scikit-learn"]
 speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
-testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "tensorboard", "timeout-decorator"]
+testing = ["GitPython (<3.1.19)", "beautifulsoup4", "cookiecutter (==1.7.3)", "datasets (!=2.5.0)", "dill (<0.3.5)", "evaluate (>=0.2.0)", "faiss-cpu", "hf-doc-builder (>=0.3.0)", "nltk", "parameterized", "protobuf", "psutil", "pydantic", "pytest (>=7.2.0,<8.0.0)", "pytest-timeout", "pytest-xdist", "rjieba", "rouge-score (!=0.0.7,!=0.0.8,!=0.1,!=0.1.1)", "ruff (==0.1.5)", "sacrebleu (>=1.4.12,<2.0.0)", "sacremoses", "sentencepiece (>=0.1.91,!=0.1.92)", "tensorboard", "timeout-decorator"]
 tf = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-cpu = ["keras-nlp (>=0.3.1)", "onnxconverter-common", "tensorflow-cpu (>=2.6,<2.16)", "tensorflow-text (<2.16)", "tf2onnx"]
 tf-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)"]
 timm = ["timm"]
-tokenizers = ["tokenizers (>=0.14,<0.19)"]
+tokenizers = ["tokenizers (>=0.19,<0.20)"]
 torch = ["accelerate (>=0.21.0)", "torch"]
 torch-speech = ["kenlm", "librosa", "phonemizer", "pyctcdecode (>=0.4.0)", "torchaudio"]
 torch-vision = ["Pillow (>=10.0.1,<=15.0)", "torchvision"]
-torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.14,<0.19)", "torch", "tqdm (>=4.27)"]
+torchhub = ["filelock", "huggingface-hub (>=0.19.3,<1.0)", "importlib-metadata", "numpy (>=1.17)", "packaging (>=20.0)", "protobuf", "regex (!=2019.12.17)", "requests", "sentencepiece (>=0.1.91,!=0.1.92)", "tokenizers (>=0.19,<0.20)", "torch", "tqdm (>=4.27)"]
 video = ["av (==9.2.0)", "decord (==0.6.0)"]
 vision = ["Pillow (>=10.0.1,<=15.0)"]
 
@@ -5030,4 +5055,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "ff7d08ec912701edd5b72ede9ac5c1f26d9084f0e0511adb861a94f53d0dd492"
+content-hash = "80db08c02f1b519a174cde761690e23fbc46009530088f33668fa839c0978d67"
diff --git a/src/pyproject.toml b/src/pyproject.toml
index 9ab1ca7a..1cc16175 100644
--- a/src/pyproject.toml
+++ b/src/pyproject.toml
@@ -32,10 +32,11 @@ pytest-cov = "^4.1.0"
 
 
 [tool.poetry.group.lint.dependencies]
-black = "23.7.0"
-flake8 = "6.1.0"
-isort = "5.12.0"
-flake8-pyproject = "1.2.3"
+black = "^23.7.0"
+flake8 = "^6.1.0"
+isort = "^5.12.0"
+flake8-pyproject = "^1.2.3"
+mypy = "^1.9.0"
 
 [build-system]
 requires = ["poetry-core"]
@@ -54,10 +55,7 @@ line-length = 88
 
 [tool.flake8]
 max-line-length = 88
-ignore  = ['F401', 'W503']
-per-file-ignores = [
-    'bolt_app.py:E402',
-]
+ignore  = ['F401', 'W503', 'E501']
 
 [tool.isort]
 profile = "black"
diff --git a/src/sherpa_ai/action_planner/__init__.py b/src/sherpa_ai/action_planner/__init__.py
index baf25697..22194ba4 100644
--- a/src/sherpa_ai/action_planner/__init__.py
+++ b/src/sherpa_ai/action_planner/__init__.py
@@ -1,4 +1,5 @@
 from sherpa_ai.action_planner.action_planner import ActionPlanner
 from sherpa_ai.action_planner.selective_planner import SelectiveActionPlanner
 
+
 __all__ = ["SelectiveActionPlanner", "ActionPlanner"]
diff --git a/src/sherpa_ai/action_planner/action_planner.py b/src/sherpa_ai/action_planner/action_planner.py
index 50a4a1cc..fe1c0606 100644
--- a/src/sherpa_ai/action_planner/action_planner.py
+++ b/src/sherpa_ai/action_planner/action_planner.py
@@ -8,6 +8,7 @@
 
 from sherpa_ai.action_planner.base import BaseActionPlanner
 
+
 if TYPE_CHECKING:
     from sherpa_ai.memory.belief import Belief
 
diff --git a/src/sherpa_ai/actions/__init__.py b/src/sherpa_ai/actions/__init__.py
index 05951063..2dcd97af 100644
--- a/src/sherpa_ai/actions/__init__.py
+++ b/src/sherpa_ai/actions/__init__.py
@@ -4,6 +4,7 @@
 from sherpa_ai.actions.planning import TaskPlanning
 from sherpa_ai.actions.synthesize import SynthesizeOutput
 
+
 __all__ = [
     "Deliberation",
     "GoogleSearch",
diff --git a/src/sherpa_ai/actions/arxiv_search.py b/src/sherpa_ai/actions/arxiv_search.py
index 65c33034..442e3b8c 100644
--- a/src/sherpa_ai/actions/arxiv_search.py
+++ b/src/sherpa_ai/actions/arxiv_search.py
@@ -3,6 +3,7 @@
 from sherpa_ai.actions.base import BaseAction
 from sherpa_ai.tools import SearchArxivTool, SearchTool
 
+
 SEARCH_SUMMARY_DESCRIPTION = """Role Description: {role_description}
 Task: {task}
 
diff --git a/src/sherpa_ai/actions/context_search.py b/src/sherpa_ai/actions/context_search.py
index 9ed4db66..6331ef54 100644
--- a/src/sherpa_ai/actions/context_search.py
+++ b/src/sherpa_ai/actions/context_search.py
@@ -5,6 +5,7 @@
 from sherpa_ai.connectors.vectorstores import get_vectordb
 from sherpa_ai.tools import ContextTool
 
+
 SEARCH_SUMMARY_DESCRIPTION = """Role Description: {role_description}
 Task: {task}
 
diff --git a/src/sherpa_ai/actions/deliberation.py b/src/sherpa_ai/actions/deliberation.py
index 8fb98d3d..64f321dd 100644
--- a/src/sherpa_ai/actions/deliberation.py
+++ b/src/sherpa_ai/actions/deliberation.py
@@ -2,6 +2,7 @@
 
 from sherpa_ai.actions.base import BaseAction
 
+
 DELIBERATION_DESCRIPTION = """Role Description: {role_description}
 Task Description: {task}
 
diff --git a/src/sherpa_ai/actions/google_search.py b/src/sherpa_ai/actions/google_search.py
index c17d2213..31671c51 100644
--- a/src/sherpa_ai/actions/google_search.py
+++ b/src/sherpa_ai/actions/google_search.py
@@ -5,6 +5,7 @@
 from sherpa_ai.config.task_config import AgentConfig
 from sherpa_ai.tools import SearchTool
 
+
 # TODO check for prompt that keep orginal snetnences
 SEARCH_SUMMARY_DESCRIPTION = """Role Description: {role_description}
 Task: {task}
diff --git a/src/sherpa_ai/actions/planning.py b/src/sherpa_ai/actions/planning.py
index aadb8bc1..a0f121a1 100644
--- a/src/sherpa_ai/actions/planning.py
+++ b/src/sherpa_ai/actions/planning.py
@@ -5,6 +5,7 @@
 
 from sherpa_ai.actions.base import BaseAction
 
+
 PLANNING_PROMPT = """You are a **task decomposition assistant** who simplifies complex tasks into sequential steps, assigning roles or agents to each.
 By analyzing user-defined tasks and agent capabilities, you provides structured plans, enhancing project clarity and efficiency.
 Your adaptability ensures customized solutions for diverse needs.
diff --git a/src/sherpa_ai/actions/synthesize.py b/src/sherpa_ai/actions/synthesize.py
index d4decad8..6c6580b9 100644
--- a/src/sherpa_ai/actions/synthesize.py
+++ b/src/sherpa_ai/actions/synthesize.py
@@ -3,6 +3,7 @@
 
 from sherpa_ai.actions.base import BaseAction
 
+
 SYNTHESIZE_DESCRIPTION = """{role_description}
 
 Context: {context}
diff --git a/src/sherpa_ai/agents/__init__.py b/src/sherpa_ai/agents/__init__.py
index a9bfe26c..49c1d023 100644
--- a/src/sherpa_ai/agents/__init__.py
+++ b/src/sherpa_ai/agents/__init__.py
@@ -6,6 +6,7 @@
 from sherpa_ai.agents.qa_agent import QAAgent
 from sherpa_ai.agents.user import UserAgent
 
+
 __all__ = [
     "AgentPool",
     "Planner",
diff --git a/src/sherpa_ai/agents/base.py b/src/sherpa_ai/agents/base.py
index f50dcd7a..7fddcf59 100644
--- a/src/sherpa_ai/agents/base.py
+++ b/src/sherpa_ai/agents/base.py
@@ -12,6 +12,7 @@
 from sherpa_ai.verbose_loggers.base import BaseVerboseLogger
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 # Avoid circular import
 if TYPE_CHECKING:
     from sherpa_ai.memory import Belief, SharedMemory
diff --git a/src/sherpa_ai/agents/critic.py b/src/sherpa_ai/agents/critic.py
index db8e8f9d..1739d26c 100644
--- a/src/sherpa_ai/agents/critic.py
+++ b/src/sherpa_ai/agents/critic.py
@@ -8,6 +8,7 @@
 from sherpa_ai.memory import Belief, SharedMemory
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 DESCRIPTION_PROMPT = """
 You are a Critic agent that receive a plan from the planner to execuate a task from user.
 Your goal is to output the {} most necessary feedback given the corrent plan to solve the task.
diff --git a/src/sherpa_ai/agents/ml_engineer.py b/src/sherpa_ai/agents/ml_engineer.py
index dcac1bf0..07192ab4 100644
--- a/src/sherpa_ai/agents/ml_engineer.py
+++ b/src/sherpa_ai/agents/ml_engineer.py
@@ -10,6 +10,7 @@
 from sherpa_ai.memory import Belief, SharedMemory
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 ACTION_PLAN_DESCRIPTION = "Given your specialized expertise, historical context, and your mission to facilitate Machine-Learning-based solutions, determine which action and its corresponding arguments would be the most scientifically sound and efficient approach to achieve the described task."  # noqa: E501
 
 
diff --git a/src/sherpa_ai/agents/physicist.py b/src/sherpa_ai/agents/physicist.py
index 5a28ce1d..030b73a3 100644
--- a/src/sherpa_ai/agents/physicist.py
+++ b/src/sherpa_ai/agents/physicist.py
@@ -10,6 +10,7 @@
 from sherpa_ai.memory import Belief, SharedMemory
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 PHYSICIST_DESCRIPTION = "You are a physicist with a deep-rooted expertise in understanding and analyzing the fundamental principles of the universe, spanning from the tiniest subatomic particles to vast cosmic phenomena. Your primary role is to assist individuals, organizations, and researchers in navigating and resolving complex physics-related challenges, using your knowledge to guide decisions and ensure the accuracy and reliability of outcomes."  # noqa: E501
 
 ACTION_PLAN_DESCRIPTION = "Given your specialized expertise, historical context, and your mission to facilitate physics-based solutions, determine which action and its corresponding arguments would be the most scientifically sound and efficient approach to achieve the described task."  # noqa: E501
diff --git a/src/sherpa_ai/agents/planner.py b/src/sherpa_ai/agents/planner.py
index a7b689ec..6a54ac26 100644
--- a/src/sherpa_ai/agents/planner.py
+++ b/src/sherpa_ai/agents/planner.py
@@ -10,9 +10,10 @@
 from sherpa_ai.memory import Belief, SharedMemory
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 PLANNER_DESCRIPTION = """You are a **task decomposition assistant** who simplifies complex tasks into sequential steps, assigning roles or agents to each.
 By analyzing user-defined tasks and agent capabilities, you provide structured plans, enhancing project clarity and efficiency.
-Your adaptability ensures customized solutions for diverse needs. 
+Your adaptability ensures customized solutions for diverse needs.
 """  # noqa: E501
 
 
diff --git a/src/sherpa_ai/agents/qa_agent.py b/src/sherpa_ai/agents/qa_agent.py
index 49c952d3..da610f92 100644
--- a/src/sherpa_ai/agents/qa_agent.py
+++ b/src/sherpa_ai/agents/qa_agent.py
@@ -14,6 +14,7 @@
 from sherpa_ai.verbose_loggers.base import BaseVerboseLogger
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 # TODO: QA Agent only contains partial implementation from the original
 # task agent, more investigation is needed to add more content to it.
 # Some of the feature may be added to the agent base class, such as
diff --git a/src/sherpa_ai/config/__init__.py b/src/sherpa_ai/config/__init__.py
index c167bfd8..346f1a1b 100644
--- a/src/sherpa_ai/config/__init__.py
+++ b/src/sherpa_ai/config/__init__.py
@@ -19,6 +19,7 @@
 
 from sherpa_ai.config.task_config import AgentConfig
 
+
 env_path = find_dotenv(usecwd=True)
 load_dotenv(env_path)
 
diff --git a/src/sherpa_ai/database/__init__.py b/src/sherpa_ai/database/__init__.py
index 99b3d1b3..6c4f2cff 100644
--- a/src/sherpa_ai/database/__init__.py
+++ b/src/sherpa_ai/database/__init__.py
@@ -1,3 +1,4 @@
 from sherpa_ai.database.user_usage_tracker import UserUsageTracker
 
+
 __all__ = ["UserUsageTracker"]
diff --git a/src/sherpa_ai/database/user_usage_tracker.py b/src/sherpa_ai/database/user_usage_tracker.py
index 141f7ee2..738d6884 100644
--- a/src/sherpa_ai/database/user_usage_tracker.py
+++ b/src/sherpa_ai/database/user_usage_tracker.py
@@ -2,6 +2,7 @@
 
 import boto3
 import sqlalchemy.orm
+import sqlalchemy.orm
 from anyio import Path
 from sqlalchemy import TIMESTAMP, Boolean, Column, Integer, String, create_engine
 from sqlalchemy.orm import declarative_base, sessionmaker
@@ -10,6 +11,7 @@
 from sherpa_ai.verbose_loggers.base import BaseVerboseLogger
 from sherpa_ai.verbose_loggers.verbose_loggers import DummyVerboseLogger
 
+
 Base = sqlalchemy.orm.declarative_base()
 
 
diff --git a/src/sherpa_ai/error_handling/__init__.py b/src/sherpa_ai/error_handling/__init__.py
index 1a3e4a5b..305ad0f0 100644
--- a/src/sherpa_ai/error_handling/__init__.py
+++ b/src/sherpa_ai/error_handling/__init__.py
@@ -1,3 +1,4 @@
 from sherpa_ai.error_handling.agent_error_handler import AgentErrorHandler
 
+
 __all__ = ["AgentErrorHandler"]
diff --git a/src/sherpa_ai/memory/__init__.py b/src/sherpa_ai/memory/__init__.py
index 1e3af46e..b431c144 100644
--- a/src/sherpa_ai/memory/__init__.py
+++ b/src/sherpa_ai/memory/__init__.py
@@ -1,4 +1,5 @@
 from sherpa_ai.memory.belief import Belief
 from sherpa_ai.memory.shared_memory import SharedMemory
 
+
 __all__ = ["SharedMemory", "Belief"]
diff --git a/src/sherpa_ai/memory/shared_memory.py b/src/sherpa_ai/memory/shared_memory.py
index 60600a74..3446ab46 100644
--- a/src/sherpa_ai/memory/shared_memory.py
+++ b/src/sherpa_ai/memory/shared_memory.py
@@ -6,6 +6,7 @@
 from sherpa_ai.events import Event, EventType
 from sherpa_ai.memory.belief import Belief
 
+
 if TYPE_CHECKING:
     from sherpa_ai.agents import AgentPool
 
diff --git a/src/sherpa_ai/models/__init__.py b/src/sherpa_ai/models/__init__.py
index 3e41fd5b..d5a1eef1 100644
--- a/src/sherpa_ai/models/__init__.py
+++ b/src/sherpa_ai/models/__init__.py
@@ -1,4 +1,5 @@
 from sherpa_ai.models.sherpa_base_chat_model import SherpaChatOpenAI
 from sherpa_ai.models.sherpa_base_model import SherpaOpenAI
 
+
 __all__ = ["SherpaOpenAI", "SherpaChatOpenAI"]
diff --git a/src/sherpa_ai/output_parsers/__init__.py b/src/sherpa_ai/output_parsers/__init__.py
index 3d267939..cd4fd4f4 100644
--- a/src/sherpa_ai/output_parsers/__init__.py
+++ b/src/sherpa_ai/output_parsers/__init__.py
@@ -5,6 +5,7 @@
 from sherpa_ai.output_parsers.md_to_slack_parse import MDToSlackParse
 from sherpa_ai.output_parsers.number_validation import NumberValidation
 
+
 __all__ = [
     "LinkParser",
     "MDToSlackParse",
diff --git a/src/sherpa_ai/output_parsers/citation_validation.py b/src/sherpa_ai/output_parsers/citation_validation.py
index 20d4d416..b131588a 100644
--- a/src/sherpa_ai/output_parsers/citation_validation.py
+++ b/src/sherpa_ai/output_parsers/citation_validation.py
@@ -5,6 +5,7 @@
 from sherpa_ai.output_parsers.base import BaseOutputProcessor
 from sherpa_ai.output_parsers.validation_result import ValidationResult
 
+
 # download the punkt tokenizer. This is necessary for the sent_tokenize in NLTK.
 # The download will only happen once and the result will be cached.
 nltk.download("punkt")
diff --git a/src/sherpa_ai/prompt_generator.py b/src/sherpa_ai/prompt_generator.py
index 4a015b0f..58c6c4e2 100644
--- a/src/sherpa_ai/prompt_generator.py
+++ b/src/sherpa_ai/prompt_generator.py
@@ -3,6 +3,7 @@
 
 from langchain.tools.base import BaseTool
 
+
 FINISH_NAME = "finish"
 
 
diff --git a/src/sherpa_ai/utils.py b/src/sherpa_ai/utils.py
index 4ed37813..a648c8e9 100644
--- a/src/sherpa_ai/utils.py
+++ b/src/sherpa_ai/utils.py
@@ -1,7 +1,9 @@
 import json
 import re
 from typing import List, Optional, Union
+from urllib.error import HTTPError, URLError
 from urllib.parse import urlparse
+from urllib.request import urlopen
 
 import requests
 import spacy
@@ -285,19 +287,21 @@ def extract_urls(text):
 
 
 def check_url(url):
-    # check whether a url is valid
-    # return True is url is valid
+    """
+    Opens `url` to test its validity.
+
+    Returns True if `url` can be opened, False otherwise.
+    """
 
     try:
-        html = urlopen(url)
+        _ = urlopen(url)
 
-    # except block to catch
-    # exception
-    # and identify error
     except HTTPError as e:
+        logger.info("HTTP error", e)
         return False
 
     except URLError as e:
+        logger.info("Oops ! Page not found!", e)
         return False
 
     else:
diff --git a/src/sherpa_ai/verbose_loggers/__init__.py b/src/sherpa_ai/verbose_loggers/__init__.py
index 5238cb23..a498f4a0 100644
--- a/src/sherpa_ai/verbose_loggers/__init__.py
+++ b/src/sherpa_ai/verbose_loggers/__init__.py
@@ -4,6 +4,7 @@
     StorageVerboseLogger,
 )
 
+
 __all__ = [
     "DummyVerboseLogger",
     "SlackVerboseLogger",


Test patch:
diff --git a/src/tests/integration_tests/test_number_citation_validator.py b/src/tests/integration_tests/test_number_citation_validator.py
index 26c77616..abe71489 100644
--- a/src/tests/integration_tests/test_number_citation_validator.py
+++ b/src/tests/integration_tests/test_number_citation_validator.py
@@ -155,7 +155,7 @@
                 """
                 In the rally GGH there are going to be One Thousand Two Hundred Thirty-Four dogs. and also one thousand cats. 
                 there are going to be also event for wolves and lions.
-                """,
+                """,  # noqa W291
                 [
                     {
                         "Document": "soccer",
@@ -168,8 +168,8 @@
     ],
 )
 def test_number_citation_succeeds_in_qa(
-    get_llm, test_id, input_data, expected_numbers, objective
-):  # noqa: F811
+    get_llm, test_id, input_data, expected_numbers, objective  # noqa: F811
+):
     llm = get_llm(
         __file__, test_number_citation_succeeds_in_qa.__name__ + f"_{str(test_id)}"
     )
diff --git a/src/tests/integration_tests/test_orchestrator.py b/src/tests/integration_tests/test_orchestrator.py
index 18ea0ff7..5efcd3cf 100644
--- a/src/tests/integration_tests/test_orchestrator.py
+++ b/src/tests/integration_tests/test_orchestrator.py
@@ -8,6 +8,7 @@
 from sherpa_ai.orchestrator import Orchestrator, OrchestratorConfig
 from sherpa_ai.test_utils.llms import get_llm
 
+
 logger.remove()
 logger.add(sys.stderr, level="INFO")
 
diff --git a/src/tests/integration_tests/test_plan_critics.py b/src/tests/integration_tests/test_plan_critics.py
index 54beecbf..040c2300 100644
--- a/src/tests/integration_tests/test_plan_critics.py
+++ b/src/tests/integration_tests/test_plan_critics.py
@@ -15,6 +15,7 @@
 from sherpa_ai.orchestrator import Orchestrator, OrchestratorConfig
 from sherpa_ai.test_utils.llms import get_llm
 
+
 logger.remove()
 logger.add(sys.stderr, level="DEBUG")
 
diff --git a/src/tests/integration_tests/test_qa_agent_with_vector_shared_memory.py b/src/tests/integration_tests/test_qa_agent_with_vector_shared_memory.py
index 66a4b599..41320a6d 100644
--- a/src/tests/integration_tests/test_qa_agent_with_vector_shared_memory.py
+++ b/src/tests/integration_tests/test_qa_agent_with_vector_shared_memory.py
@@ -11,6 +11,7 @@
 from sherpa_ai.memory.shared_memory_with_vectordb import SharedMemoryWithVectorDB
 from sherpa_ai.test_utils.llms import get_llm
 
+
 data = """Avocados are a fruit, not a vegetable. They're technically considered a single-seeded berry, believe it or not.
 The Eiffel Tower can be 15 cm taller during the summer, due to thermal expansion meaning the iron heats up, the particles gain kinetic energy and take up more space.
 Trypophobia is the fear of closely-packed holes. Or more specifically, "an aversion to the sight of irregular patterns or clusters of small holes or bumps." No crumpets for them, then.
@@ -120,7 +121,7 @@ def test_chroma_vector_store_from_existing_store(mock_chroma_vector_store):
 
 
 @pytest.mark.external_api
-def test_shared_memory_with_vector(get_llm, mock_chroma_vector_store):
+def test_shared_memory_with_vector(get_llm, mock_chroma_vector_store):  # noqa F811
     llm = get_llm(__file__, test_shared_memory_with_vector.__name__)
     # store text as a scraped text from a file with meta_data session_id
     split_data = ChromaVectorStore.file_text_splitter(data=data, meta_data=meta_data)
diff --git a/src/tests/unit_tests/actions/test_planning.py b/src/tests/unit_tests/actions/test_planning.py
index 804f86a6..e275f745 100644
--- a/src/tests/unit_tests/actions/test_planning.py
+++ b/src/tests/unit_tests/actions/test_planning.py
@@ -14,7 +14,7 @@ def test_planning_succeeds(get_llm):  # noqa: F811
     resources to achieve this task."""  # noqa: E501
 
     agent_pool_description = """Agent: physicist
-    Info: the physicist can answer question on any physics questions. 
+    Info: the physicist can answer question on any physics questions.
 
     Agent: programmer
     Info: the programmer can write scripts to automate some tasks.
diff --git a/src/tests/unit_tests/agents/test_critic_agent.py b/src/tests/unit_tests/agents/test_critic_agent.py
index 8b694a50..5f317413 100644
--- a/src/tests/unit_tests/agents/test_critic_agent.py
+++ b/src/tests/unit_tests/agents/test_critic_agent.py
@@ -3,6 +3,7 @@
 from sherpa_ai.agents.critic import Critic
 from sherpa_ai.test_utils.llms import get_llm
 
+
 task = "Write a hello world program"
 plan = """
 1. Choose a Programming Language:
diff --git a/src/tests/unit_tests/output_parsers/test_citation_validation.py b/src/tests/unit_tests/output_parsers/test_citation_validation.py
index 61fbeb9e..f2bd1010 100644
--- a/src/tests/unit_tests/output_parsers/test_citation_validation.py
+++ b/src/tests/unit_tests/output_parsers/test_citation_validation.py
@@ -16,7 +16,7 @@ def test_citation_validation():
     He was elected to the New Castle County Council in 1970 and to the U.S. 
     Senate in 1972. As a senator, Biden drafted and led the effort to pass the Violent Crime Control and Law Enforcement Act and the Violence Against Women Act. He also oversaw six U.S. Supreme Court confirmation hearings, including the contentious hearings for Robert Bork and Clarence Thomas. 
     Biden ran unsuccessfully for the Democratic presidential nomination in 1988 and 2008. In 2008, Obama chose Biden as his running mate, and he was a close counselor to Obama during his two terms as vice president. In the 2020 presidential election, Biden and his running mate, Kamala Harris, defeated incumbents Donald Trump and Mike Pence. He became the oldest president in U.S. history, and the first to have a female vice president.
-    """
+    """  # noqa W291
     data_1 = {"Document": text, "Source": "www.wiki_1.com"}
     data_2 = {"Document": text, "Source": "www.wiki_2.com"}
     resources = [data_1, data_2]
diff --git a/src/tests/unit_tests/scrape/test_prompt_reconstructor.py b/src/tests/unit_tests/scrape/test_prompt_reconstructor.py
index 87c768f0..7c91bba5 100644
--- a/src/tests/unit_tests/scrape/test_prompt_reconstructor.py
+++ b/src/tests/unit_tests/scrape/test_prompt_reconstructor.py
@@ -4,6 +4,7 @@
 
 from sherpa_ai.scrape.prompt_reconstructor import PromptReconstructor
 
+
 # Assuming that 'your_module' contains the 'PromptReconstructor' class