[Snyk] Fix for 24 vulnerabilities

[mart-r]

Snyk has created this PR to fix 24 vulnerabilities in the pip dependencies of this project.

Snyk changed the following file(s):

• docs/requirements.txt

⚠️ Warning

thinc 8.1.12 has requirement typing-extensions<4.5.0,>=3.7.4.1; python_version < "3.8", but you have typing-extensions 4.7.1.
spacy 3.4.4 has requirement typing-extensions<4.2.0,>=3.7.4; python_version < "3.8", but you have typing-extensions 4.7.1.
flake8 4.0.1 has requirement importlib-metadata<4.3; python_version < "3.8", but you have importlib-metadata 6.7.0.
confection 0.1.3 has requirement typing-extensions<4.5.0,>=3.7.4.1; python_version < "3.8", but you have typing-extensions 4.7.1.
aiosignal 1.3.1 requires frozenlist, which is not installed.

---

Important

• Check the changes in this PR to ensure they won't cause issues with your project.
• Max score is 1000. Note that the real score may have changed since the PR was raised.
• This PR was automatically created by Snyk using the credentials of a real user.
• Some vulnerabilities couldn't be fully fixed and so Snyk will still find them when the project is tested again. This may be because the vulnerability existed within more than one direct dependency, but not all of the affected dependencies could be upgraded.

---

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---

Learn how to fix vulnerabilities with free interactive lessons:

🦉 Improper Input Validation
🦉 Improper Limitation of a Pathname to a Restricted Directory ('Path Traversal')
🦉 Cross-site Scripting (XSS)
🦉 More lessons are available in Snyk Learn

[//]: # 'snyk:metadata:{"customTemplate":{"variablesUsed":[],"fieldsUsed":[]},"dependencies":[{"name":"aiohttp","from":"3.8.5","to":"3.10.2"},{"name":"certifi","from":"2023.7.22","to":"2024.7.4"},{"name":"idna","from":"3.4","to":"3.7"},{"name":"ipython","from":"7.34.0","to":"8.10.0"},{"name":"jinja2","from":"3.1.2","to":"3.1.4"},{"name":"numpy","from":"1.21.3","to":"1.22.2"},{"name":"requests","from":"2.31.0","to":"2.32.2"},{"name":"setuptools","from":"40.5.0","to":"70.0.0"},{"name":"tqdm","from":"4.66.1","to":"4.66.3"},{"name":"urllib3","from":"2.0.6","to":"2.2.2"},{"name":"zipp","from":"3.15.0","to":"3.19.1"}],"env":"prod","issuesToFix":[{"exploit_maturity":"Proof of Concept","id":"SNYK-PYTHON-AIOHTTP-6057353","priority_score":586,"priority_score_factors":[{"type":"exploit","label":"Proof of 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