add initial precommit workflows

.github/.OwlBot.lock.yaml

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+# Copyright 2022 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+docker:
+  image: gcr.io/cloud-devrel-public-resources/owlbot-python:latest
+  digest: sha256:d0e70b7cbce0f340c4755bafee5c1ef754c4e83927ecce8988f4f4c530572f61

.github/.OwlBot.yaml

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+# Copyright 2022 Google LLC
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+docker:
+  image: gcr.io/cloud-devrel-public-resources/owlbot-python:latest

.github/PULL_REQUEST_TEMPLATE.md

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+# Pull-Request Template
+
+Thank you for your contribution! Please provide a brief description of your changes and ensure you've completed the checklist below.
+
+## Description
+
+What does this PR do? Why is it necessary?
+
+**Fixes #<Issue Number>** (if applicable)
+
+## Checklist
+
+- [ ] **Contribution Guidelines:** I have read the [Contribution Guidelines](../CONTRIBUTING).
+- [ ] **CLA:** I have signed the [CLA](https://cla.developers.google.com).
+- [ ] **Authorship:** I am listed as the author (if applicable).
+- [ ] **Conventional Commits:** My PR title and commit messages follow the [Conventional Commits](https://www.conventialcommits.org) spec.
+- [ ] **Code Format:** I have run `nox -s format` to format the code.
+- [ ] **Spelling:** I have fixed any spelling errors, and added false positives to .github/actions/spelling/allow.txt if necessary.
+- [ ] **Template:** I have followed the `aaie_notebook_template.ipynb` if submitting a new jupyter notbook.
+- [ ] **Sync:** My Fork is synced with the upstream.
+- [ ] **Documentations:** I have updated relevant documentations (if applicable) in the [docs folder](../docs).

.github/linters/.flake8

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+[flake8]
+extend-ignore = E501

.github/linters/.gitleaks.toml

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+title = "gitleaks config"
+
+[extend]
+# useDefault will extend the base configuration with the default gitleaks config:
+# https://github.com/zricethezav/gitleaks/blob/master/config/gitleaks.toml
+useDefault = true
+
+[[rules]]
+  id = "aws-access-token"
+  description = "AWS Access Token"
+  regex = '''AKIA[0-9A-Z]{16}'''
+  [rules.allowlist]
+    paths = [
+      "gemini/use-cases/education/ai_quick_build_experience_backend.ipynb"
+    ]

.github/linters/.htmlhintrc

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+{
+  "id-class-value": false,
+  "attr-lowercase": false
+}

.github/linters/.markdown-lint.yml

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+no-inline-html: false
+line-length: false

.github/linters/.mypy.ini

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+[mypy]
+
+disallow_untyped_calls = True
+disallow_untyped_defs = True
+disallow_incomplete_defs = True
+no_implicit_optional = True
+check_untyped_defs = True
+disallow_subclassing_any = True
+warn_incomplete_stub = True
+warn_redundant_casts = True
+warn_unused_ignores = True
+warn_unreachable = True
+
+follow_imports = skip
+ignore_missing_imports = True
+
+explicit_package_bases = True
+disable_error_code = misc, no-untyped-call, no-any-return

.github/linters/.python-lint

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+[MESSAGES CONTROL]
+disable=E0401,C0301,R0903,R1710,C0114,R0915,W1514,W1203,I1101

.github/linters/.sqlfluff

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+[sqlfluff]
+
+dialect = bigquery
+templater = placeholder
+
+exclude_rules = CV06, RF05
+
+[sqlfluff:templater:placeholder]
+param_style = question_mark
+
+[sqlfluff:indentation]
+tab_space_size = 2

.github/linters/.textlintrc

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+{
+    "rules": {
+      "terminology": {
+        "defaultTerms": true, 
+        "exclude": [
+          "README" 
+        ]
+      }
+    }
+}

.github/spelling/README.md

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+# check-spelling/check-spelling configuration
+
+| File                                               | Purpose                                                                          | Format                                                                                            | Info                                                                                                 |
+| -------------------------------------------------- | -------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------- |
+| [dictionary.txt](dictionary.txt)                   | Replacement dictionary (creating this file will override the default dictionary) | one word per line                                                                                 | [dictionary](https://github.com/check-spelling/check-spelling/wiki/Configuration#dictionary)         |
+| [allow.txt](allow.txt)                             | Add words to the dictionary                                                      | one word per line (only letters and `'`s allowed)                                                 | [allow](https://github.com/check-spelling/check-spelling/wiki/Configuration#allow)                   |
+| [reject.txt](reject.txt)                           | Remove words from the dictionary (after allow)                                   | grep pattern matching whole dictionary words                                                      | [reject](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-reject)     |
+| [excludes.txt](excludes.txt)                       | Files to ignore entirely                                                         | perl regular expression                                                                           | [excludes](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-excludes) |
+| [only.txt](only.txt)                               | Only check matching files (applied after excludes)                               | perl regular expression                                                                           | [only](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-only)         |
+| [patterns.txt](patterns.txt)                       | Patterns to ignore from checked lines                                            | perl regular expression (order matters, first match wins)                                         | [patterns](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-patterns) |
+| [candidate.patterns](candidate.patterns)           | Patterns that might be worth adding to [patterns.txt](patterns.txt)              | perl regular expression with optional comment block introductions (all matches will be suggested) | [candidates](https://github.com/check-spelling/check-spelling/wiki/Feature:-Suggest-patterns)        |
+| [line_forbidden.patterns](line_forbidden.patterns) | Patterns to flag in checked lines                                                | perl regular expression (order matters, first match wins)                                         | [patterns](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-patterns) |
+| [expect.txt](expect.txt)                           | Expected words that aren't in the dictionary                                     | one word per line (sorted, alphabetically)                                                        | [expect](https://github.com/check-spelling/check-spelling/wiki/Configuration#expect)                 |
+| [advice.md](advice.md)                             | Supplement for GitHub comment when unrecognized words are found                  | GitHub Markdown                                                                                   | [advice](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-advice)     |
+| [block-delimiters.list](block-delimiters.list)     | Define block begin/end markers to ignore lines of text                           | line with _literal string_ for **start** followed by line with _literal string_ for **end**       | [block ignore](https://github.com/check-spelling/check-spelling/wiki/Feature%3A-Block-Ignore#status) |
+
+Note: you can replace any of these files with a directory by the same name (minus the suffix)
+and then include multiple files inside that directory (with that suffix) to merge multiple files together.

.github/spelling/advice.md

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+<!-- See https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples%3A-advice --> <!-- markdownlint-disable MD033 MD041 -->
+<details><summary>If the flagged items are :exploding_head: false positives</summary>
+
+If items relate to a ...
+
+- binary file (or some other file you wouldn't want to check at all).
+
+  Please add a file path to the `excludes.txt` file matching the containing file.
+
+  File paths are Perl 5 Regular Expressions - you can [test](https://www.regexplanet.com/advanced/perl/) yours before committing to verify it will match your files.
+
+  `^` refers to the file's path from the root of the repository, so `^README\.md$` would exclude `README.md` (on whichever branch you're using).
+
+- well-formed pattern.
+
+  If you can write a [pattern](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples:-patterns) that would match it,
+  try adding it to the `patterns.txt` file.
+
+  Patterns are Perl 5 Regular Expressions - you can [test](https://www.regexplanet.com/advanced/perl/) yours before committing to verify it will match your lines.
+
+  Note that patterns can't match multiline strings.
+
+</details>
+
+<!-- adoption information-->
+
+:steam_locomotive: If you're seeing this message and your PR is from a branch that doesn't have check-spelling,
+please merge to your PR's base branch to get the version configured for your repository.