chore: import upstream snapshot with attribution

2026-07-13 13:30:30 +08:00
commit 914fea506e
2793 changed files with 802106 additions and 0 deletions
@@ -0,0 +1,79 @@
+# Code owners file.
+# This file controls who is tagged for review for any given pull request.
+#
+# For syntax help see:
+# https://help.github.com/en/github/creating-cloning-and-archiving-repositories/about-code-owners#codeowners-syntax
+
+# @GoogleCloudPlatform/generative-ai-devrel are the default owners for changes in this repo
+
+
+*                                                                                                                                @GoogleCloudPlatform/generative-ai-devrel
+/generative-ai/embeddings                                                                                                        @GoogleCloudPlatform/generative-ai-devrel @kazunori279
+/generative-ai/embeddings/vector-search-2-quickstart.ipynb                                                                       @GoogleCloudPlatform/generative-ai-devrel @ericgribkoff
+/generative-ai/gemini                                                                                                            @GoogleCloudPlatform/generative-ai-devrel @polong-lin
+/generative-ai/gemini/agent-engine                                                                                               @GoogleCloudPlatform/generative-ai-devrel @koverholt
+/generative-ai/gemini/agent-engine/tutorial_ag2_on_agent_engine.ipynb                                                            @GoogleCloudPlatform/generative-ai-devrel @awaemmanuel
+/generative-ai/gemini/agent-engine/tutorial_alloydb_rag_agent.ipynb                                                              @GoogleCloudPlatform/generative-ai-devrel @averikitsch
+/generative-ai/gemini/agent-engine/tutorial_cloud_sql_pg_rag_agent.ipynb                                                         @GoogleCloudPlatform/generative-ai-devrel @averikitsch
+/generative-ai/gemini/agents/genai-experience-concierge                                                                          @GoogleCloudPlatform/generative-ai-devrel @pablofgaeta
+/generative-ai/gemini/code-execution                                                                                             @GoogleCloudPlatform/generative-ai-devrel @koverholt
+/generative-ai/gemini/evaluation                                                                                                 @GoogleCloudPlatform/generative-ai-devrel @inardini @jsondai
+/generative-ai/gemini/evaluation/evaluate_langchain_chains.ipynb                                                                 @GoogleCloudPlatform/generative-ai-devrel @eliasecchig
+/generative-ai/gemini/function-calling                                                                                           @GoogleCloudPlatform/generative-ai-devrel @koverholt
+/generative-ai/gemini/getting-started                                                                                            @GoogleCloudPlatform/generative-ai-devrel @gericdong @polong-lin
+/generative-ai/gemini/grounding                                                                                                  @GoogleCloudPlatform/generative-ai-devrel @holtskinner
+/generative-ai/gemini/mcp/intro_to_mcp.ipynb                                                                                     @GoogleCloudPlatform/generative-ai-devrel @wadave
+/generative-ai/gemini/model-optimizer/intro_model_optimizer.ipynb                                                                @GoogleCloudPlatform/generative-ai-devrel @nardosalemu
+/generative-ai/gemini/multimodal-dataset                                                                                         @GoogleCloudPlatform/generative-ai-devrel @fthoele @cleop-google @diskontinuum
+/generative-ai/gemini/multimodal-live-api/websocket-demo-app/                                                                    @GoogleCloudPlatform/generative-ai-devrel @ZackAkil
+/generative-ai/gemini/rag-engine                                                                                                 @GoogleCloudPlatform/generative-ai-devrel @edtsoi430
+/generative-ai/gemini/rag-engine/rag_engine_cross_corpus_retrieval.ipynb                                                        @GoogleCloudPlatform/generative-ai-devrel @tiger-w-jin
+/generative-ai/gemini/responsible-ai                                                                                             @GoogleCloudPlatform/generative-ai-devrel @iamthuya
+/generative-ai/gemini/responsible-ai/gemini_safety_ratings.ipynb                                                                 @GoogleCloudPlatform/generative-ai-devrel @ghchinoy
+/generative-ai/gemini/sample-apps/finance-advisor-spanner/                                                                       @GoogleCloudPlatform/generative-ai-devrel @anirbanbagchi1979
+/generative-ai/gemini/sample-apps/genai-mlops-tune-and-eval                                                                      @GoogleCloudPlatform/generative-ai-devrel @willisc7
+/generative-ai/gemini/sample-apps/genwealth/                                                                                     @GoogleCloudPlatform/generative-ai-devrel @paulramsey
+/generative-ai/gemini/sample-apps/photo-discovery                                                                                @GoogleCloudPlatform/generative-ai-devrel @KhanhNwin @kazunori279
+/generative-ai/gemini/tuning/gemini_supervised_finetuning_text_classification.ipynb                                              @GoogleCloudPlatform/generative-ai-devrel @eliasecchig @gabrielahrlr
+/generative-ai/gemini/tuning/supervised_finetuning_using_gemini.ipynb                                                            @GoogleCloudPlatform/generative-ai-devrel @dmoonat
+/generative-ai/gemini/use-cases/applying-llms-to-data/analyze-poster-images-in-bigquery/poster_image_analysis.ipynb              @GoogleCloudPlatform/generative-ai-devrel @aliciawilliams
+/generative-ai/gemini/use-cases/applying-llms-to-data/semantic-search-in-bigquery/stackoverflow_questions_semantic_search.ipynb  @GoogleCloudPlatform/generative-ai-devrel @sethijaideep
+/generative-ai/gemini/use-cases/applying-llms-to-data/using-gemini-with-bigquery-remote-functions                                @GoogleCloudPlatform/generative-ai-devrel @shanecglass
+/generative-ai/gemini/use-cases/education                                                                                        @GoogleCloudPlatform/generative-ai-devrel @PicardParis
+/generative-ai/gemini/use-cases/intro_multimodal_use_cases.ipynb                                                                 @GoogleCloudPlatform/generative-ai-devrel @saeedaghabozorgi
+/generative-ai/gemini/use-cases/multimodal-sentiment-analysis/intro_to_multimodal_sentiment_analysis.ipynb                       @GoogleCloudPlatform/generative-ai-devrel @Mansari
+/generative-ai/gemini/use-cases/productivity/productivity_coaching_with_google_calendar_and_gmail.ipynb                          @GoogleCloudPlatform/generative-ai-devrel @Mansari
+/generative-ai/gemini/use-cases/retail                                                                                           @GoogleCloudPlatform/generative-ai-devrel @iamthuya
+/generative-ai/gemini/use-cases/retail/product_attributes_extraction.ipynb                                                       @GoogleCloudPlatform/generative-ai-devrel @tianli
+/generative-ai/gemini/use-cases/retrieval-augmented-generation/rag_pipeline_terabyte_scale_with_bigframes.ipynb                  @GoogleCloudPlatform/generative-ai-devrel @eliasecchig @lspatarog
+/generative-ai/gemini/use-cases/retrieval-augmented-generation/rag_qna_with_bq_and_featurestore.ipynb                            @GoogleCloudPlatform/generative-ai-devrel @eliasecchig @lspatarog
+/generative-ai/gemini/use-cases/retrieval-augmented-generation/raw_with_bigquery.ipynb                                           @GoogleCloudPlatform/generative-ai-devrel @jeffonelson
+/generative-ai/gemini/use-cases/retrieval-augmented-generation/retail_warranty_claim_chatbot.ipynb                               @GoogleCloudPlatform/generative-ai-devrel @zthor5
+/generative-ai/genkit/generate-synthetic-database                                                                                @GoogleCloudPlatform/generative-ai-devrel @aikozhaoz
+/generative-ai/genkit/postcard-generator                                                                                         @GoogleCloudPlatform/generative-ai-devrel @mattsday
+/generative-ai/open-models/fine-tuning                                                                                           @GoogleCloudPlatform/generative-ai-devrel @goudtho
+/generative-ai/open-models/serving                                                                                               @GoogleCloudPlatform/generative-ai-devrel @polong-lin
+/generative-ai/open-models/serving/cloud_run_ollama_gemma3_inference.ipynb                                                       @GoogleCloudPlatform/generative-ai-devrel @vladkol
+/generative-ai/open-models/serving/cloud_run_vllm_gemma3_inference.ipynb                                                         @GoogleCloudPlatform/generative-ai-devrel @vladkol
+/generative-ai/open-models/serving/vertex_ai_pytorch_inference_pllum_with_custom_handler.ipynb                                   @GoogleCloudPlatform/generative-ai-devrel @rsamborski
+/generative-ai/open-models/use-cases/cloud_run_ollama_gemma2_rag_qa.ipynb                                                        @GoogleCloudPlatform/generative-ai-devrel @eliasecchig
+/generative-ai/search                                                                                                            @GoogleCloudPlatform/generative-ai-devrel @holtskinner
+/generative-ai/search/gemini-enterprise/group-licensing                                                                          @GoogleCloudPlatform/generative-ai-devrel @williamsmt @googlecharles
+/generative-ai/search/retrieval-augmented-generation/examples/contract_analysis.ipynb                                            @GoogleCloudPlatform/generative-ai-devrel @guruvittal
+/generative-ai/speech/getting-started                                                                                            @GoogleCloudPlatform/generative-ai-devrel @inardini
+/generative-ai/speech/use-cases/storytelling                                                                                     @GoogleCloudPlatform/generative-ai-devrel @holtskinner
+/generative-ai/vision/getting-started                                                                                            @GoogleCloudPlatform/generative-ai-devrel @iamthuya
+/generative-ai/vision/gradio/gradio_image_generation_sdk.ipynb                                                                   @GoogleCloudPlatform/generative-ai-devrel @jbrache
+/generative-ai/vision/use-cases                                                                                                  @GoogleCloudPlatform/generative-ai-devrel @iamthuya
+/generative-ai/vision/use-cases/hey_llm                                                                                          @GoogleCloudPlatform/generative-ai-devrel @tushuhei
+/generative-ai/vision/sample-apps/V-Start                                                                                        @GoogleCloudPlatform/generative-ai-devrel @WafaeBakkali
+/generative-ai/open-models/serving/cloud_run_ollama_qwen3_inference.ipynb                                                        @GoogleCloudPlatform/generative-ai-devrel @vladkol
+/generative-ai/open-models/get_started_with_model_garden_sdk.ipynb                                                               @GoogleCloudPlatform/generative-ai-devrel @inardini @lizzij
+/generative-ai/open-models/use-cases/model_garden_litellm_inference.ipynb                                                        @GoogleCloudPlatform/generative-ai-devrel @lizzij
+/generative-ai/llmevalkit                                                                                                        @GoogleCloudPlatform/generative-ai-devrel @santoromike @lkatherine
+/generative-ai/gemini/evaluation/evaluate_gemini_structured_output.ipynb                                                         @GoogleCloudPlatform/generative-ai-devrel @stevie-p
+/generative-ai/agents/gke/agents_with_memory/get_started_with_memory_for_adk_in_gke.ipynb                                        @GoogleCloudPlatform/generative-ai-devrel @vladkol
+/generative-ai/agents/cloud_run/agents_with_memory/get_started_with_memory_for_adk_in_cloud_run.ipynb                            @GoogleCloudPlatform/generative-ai-devrel @vladkol
+/generative-ai/agents/agent_engine/tutorial_bidi_stream_v2.ipynb                                                                 @GoogleCloudPlatform/generative-ai-devrel @ericgribkoff
+/generative-ai/gemini/sample-apps/gemini-live-telephony-app                                                                      @GoogleCloudPlatform/generative-ai-devrel @KVishnuVardhanR
+/generative-ai/search/auto-rag-eval                                                                                              @tanyagoogle
@@ -0,0 +1,48 @@
+name: 🐞 Bug Report
+description: File a bug report
+title: "[Bug]: "
+assignees:
+  - GoogleCloudPlatform/generative-ai-devrel
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for stopping by to let us know something could be better!
+
+        **PLEASE READ**:
+        - This repository is for [Generative AI with Vertex AI on Google Cloud](https://cloud.google.com/vertex-ai/docs/generative-ai/learn/overview), not the [Google AI Gemini/PaLM APIs](https://ai.google.dev/)
+          - For issues with the Google AI Gemini API, refer to the [google-gemini](https://github.com/google-gemini) organization or the [Google Developers Community Discourse](https://discuss.ai.google.dev/).
+        - For issues with the Vertex AI Python SDK, please report in the [googleapis/python-aiplatform](https://github.com/googleapis/python-aiplatform/) repository.
+        - If you have a support contract with Google, please create an issue in the [support console](https://cloud.google.com/support/) instead of filing on GitHub. This will ensure a timely response.
+        - For issues with the Vertex AI API, please report them in [Google issue tracker](https://issuetracker.google.com/issues/new?component=1130925&template=1637248&pli=1).
+  - type: input
+    id: file-name
+    attributes:
+      label: File Name
+      description: Which notebook/code sample is the issue occurring in?
+      placeholder: ex. `gemini/getting-started/intro_gemini_python.ipynb`
+    validations:
+      required: true
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: Also tell us what you expected to happen and how to reproduce the issue.
+      placeholder: Tell us what you see!
+      value: "A bug happened!"
+    validations:
+      required: true
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
+  - type: checkboxes
+    id: terms
+    attributes:
+      label: Code of Conduct
+      description: By submitting this issue, you agree to follow our [Code of Conduct](https://github.com/GoogleCloudPlatform/generative-ai?tab=coc-ov-file)
+      options:
+        - label: I agree to follow this project's Code of Conduct
+          required: true
@@ -0,0 +1,23 @@
+blank_issues_enabled: false
+contact_links:
+  - name: Google Gen AI Python SDK
+    url: https://github.com/googleapis/python-genai
+    about: For issues with the Google Gen AI Python SDK, please report in the googleapis/python-genai repository.
+  - name: Vertex AI Python SDK
+    url: https://github.com/googleapis/python-aiplatform
+    about: For issues with the Vertex AI Python SDK, please report in the googleapis/python-aiplatform repository.
+  - name: Google AI Gemini API
+    url: https://github.com/google-gemini
+    about: This repository is for Agent Platform on Google Cloud, not the Google AI Gemini/PaLM APIs. For issues with the Google AI Gemini API, report them in the appropriate repository in the google-gemini GitHub organization.
+  - name: Agent Platform API issue
+    url: https://issuetracker.google.com/issues/new?component=1130925&template=1637248&pli=1
+    about: For issues with the Agent Platform API, please report them in Google issue tracker.
+  - name: Google Cloud Support
+    url: https://cloud.google.com/support
+    about: If you have a support contract with Google, please create a case in the support console instead of filing on GitHub. This will ensure a timely response.
+  - name: Stack Overflow - Google Cloud Collective
+    url: https://stackoverflow.com/collectives/google-cloud
+    about: A collective for developers who utilize Google Cloud's infrastructure and platform capabilities. This collective is organized and managed by the Stack Overflow community.
+  - name: Google Cloud Skills Boost (Qwiklabs) Support
+    url: https://support.google.com/qwiklabs/answer/10702448
+    about: For issues with Qwiklabs, such as progress not updating, please contact Qwiklabs support.
@@ -0,0 +1,45 @@
+name: 💡 Feature Request
+description: Suggest an idea for this repository
+title: "[Feat]: "
+assignees:
+  - GoogleCloudPlatform/generative-ai-devrel
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for stopping by to let us know something could be better!
+        **PLEASE READ**:
+        - This repository is for [Agent Platform on Google Cloud](https://docs.cloud.google.com/gemini-enterprise-agent-platform), not the [Google AI Gemini/PaLM APIs](https://ai.google.dev/)
+          - For issues with the Google AI Gemini API, refer to one of [these repositories](https://github.com/orgs/google/repositories?q=generative-ai) or the [Google Developers Community Discourse](https://discuss.ai.google.dev/).
+        - If you have a support contract with Google, please create an issue in the [support console](https://cloud.google.com/support/) instead of filing on GitHub. This will ensure a timely response.
+  - type: textarea
+    id: problem
+    attributes:
+      label: Is your feature request related to a problem? Please describe.
+      description: A clear and concise description of what the problem is.
+      placeholder: Ex. I'm always frustrated when [...]
+  - type: textarea
+    id: describe
+    attributes:
+      label: Describe the solution you'd like
+      description: A clear and concise description of what you want to happen.
+    validations:
+      required: true
+  - type: textarea
+    id: alternatives
+    attributes:
+      label: Describe alternatives you've considered
+      description: A clear and concise description of any alternative solutions or features you've considered.
+  - type: textarea
+    id: context
+    attributes:
+      label: Additional context
+      description: Add any other context or screenshots about the feature request here.
+  - type: checkboxes
+    id: terms
+    attributes:
+      label: Code of Conduct
+      description: By submitting this issue, you agree to follow our [Code of Conduct](https://github.com/GoogleCloudPlatform/generative-ai?tab=coc-ov-file)
+      options:
+        - label: I agree to follow this project's Code of Conduct
+          required: true
@@ -0,0 +1,12 @@
+# Description
+
+Thank you for opening a Pull Request!
+Before submitting your PR, there are a few things you can do to make sure it goes smoothly:
+
+- [ ] Follow the [`CONTRIBUTING` Guide](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/CONTRIBUTING.md).
+- [ ] Ensure the tests and linter pass (Run `./scripts/format.sh` from the repository root to format).
+- If you are creating a new notebook/sample:
+  - [ ] You are listed as the author in your notebook or `README` file.
+  - [ ] Your account is listed in [`CODEOWNERS`](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/.github/CODEOWNERS) for the file(s).
+
+Fixes #<issue_number_goes_here> 🦕
@@ -0,0 +1,17 @@
+# 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) |
+| [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.
@@ -0,0 +1,28 @@
+<!-- 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$` would exclude `README.md` (on whichever branch you're using).
+
+- well-formed pattern.
+
+  If you can write a [pattern](https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples:-patterns) that would match it,
+  try adding it to the `patterns.txt` file.
+
+  Patterns are Perl 5 Regular Expressions - you can [test](https://www.regexplanet.com/advanced/perl/) yours before committing to verify it will match your lines.
+
+  Note that patterns can't match multiline strings.
+
+</details>
+
+<!-- adoption information-->
+
+:steam_locomotive: If you're seeing this message and your PR is from a branch that doesn't have check-spelling,
+please merge to your PR's base branch to get the version configured for your repository.
@@ -0,0 +1,15 @@
+# Public Keys
+-----BEGIN PUBLIC KEY-----
+-----END PUBLIC KEY-----
+
+# RSA Private Key
+-----BEGIN RSA PRIVATE KEY-----
+-----END RSA PRIVATE KEY-----
+
+# GPG Public Key
+-----BEGIN PGP PUBLIC KEY BLOCK-----
+-----END PGP PUBLIC KEY BLOCK-----
+
+# Certificates
+-----BEGIN CERTIFICATE-----
+-----END CERTIFICATE-----
@@ -0,0 +1,675 @@
+# marker to ignore all code on line
+^.*/\* #no-spell-check-line \*/.*$
+# marker to ignore all code on line
+^.*\bno-spell-check(?:-line|)(?:\s.*|)$
+
+# https://cspell.org/configuration/document-settings/
+# cspell inline
+^.*\b[Cc][Ss][Pp][Ee][Ll]{2}:\s*[Dd][Ii][Ss][Aa][Bb][Ll][Ee]-[Ll][Ii][Nn][Ee]\b
+
+# patch hunk comments
+^@@ -\d+(?:,\d+|) \+\d+(?:,\d+|) @@ .*
+# git index header
+index (?:[0-9a-z]{7,40},|)[0-9a-z]{7,40}\.\.[0-9a-z]{7,40}
+
+# file permissions
+['"`\s][-bcdLlpsw](?:[-r][-w][-Ssx]){2}[-r][-w][-SsTtx]\+?['"`\s]
+
+# css url wrappings
+\burl\([^)]+\)
+
+# cid urls
+(['"])cid:.*?\g{-1}
+
+# data url in parens
+\(data:(?:[^) ][^)]*?|)(?:[A-Z]{3,}|[A-Z][a-z]{2,}|[a-z]{3,})[^)]*\)
+# data url in quotes
+([`'"])data:(?:[^ `'"].*?|)(?:[A-Z]{3,}|[A-Z][a-z]{2,}|[a-z]{3,}).*\g{-1}
+# data url
+\bdata:[-a-zA-Z=;:/0-9+]*,\S*
+
+# https/http/file urls
+(?:\b(?:https?|ftp|file)://)[-A-Za-z0-9+&@#/%?=~_|!:,.;]+[-A-Za-z0-9+&@#/%=~_|]
+
+# mailto urls
+mailto:[-a-zA-Z=;:/?%&0-9+@._]{3,}
+
+# magnet urls
+magnet:[?=:\w]+
+
+# magnet urls
+"magnet:[^"]+"
+
+# obs:
+"obs:[^"]*"
+
+# The `\b` here means a break, it's the fancy way to handle urls, but it makes things harder to read
+# In this examples content, I'm using a number of different ways to match things to show various approaches
+# asciinema
+\basciinema\.org/a/[0-9a-zA-Z]+
+
+# asciinema v2
+^\[\d+\.\d+, "[io]", ".*"\]$
+
+# apple
+\bdeveloper\.apple\.com/[-\w?=/]+
+# Apple music
+\bembed\.music\.apple\.com/fr/playlist/usr-share/[-\w.]+
+
+# appveyor api
+\bci\.appveyor\.com/api/projects/status/[0-9a-z]+
+# appveyor project
+\bci\.appveyor\.com/project/(?:[^/\s"]*/){2}builds?/\d+/job/[0-9a-z]+
+
+# Amazon
+
+# Amazon
+\bamazon\.com/[-\w]+/(?:dp/[0-9A-Z]+|)
+# AWS S3
+\b\w*\.s3[^.]*\.amazonaws\.com/[-\w/&#%_?:=]*
+# AWS execute-api
+\b[0-9a-z]{10}\.execute-api\.[-0-9a-z]+\.amazonaws\.com\b
+# AWS ELB
+\b\w+\.[-0-9a-z]+\.elb\.amazonaws\.com\b
+# AWS SNS
+\bsns\.[-0-9a-z]+.amazonaws\.com/[-\w/&#%_?:=]*
+# AWS VPC
+vpc-\w+
+
+# While you could try to match `http://` and `https://` by using `s?` in `https?://`, sometimes there
+# YouTube url
+\b(?:(?:www\.|)youtube\.com|youtu.be)/(?:channel/|embed/|user/|playlist\?list=|watch\?v=|v/|)[-a-zA-Z0-9?&=_%]*
+# YouTube music
+\bmusic\.youtube\.com/youtubei/v1/browse(?:[?&]\w+=[-a-zA-Z0-9?&=_]*)
+# YouTube tag
+<\s*youtube\s+id=['"][-a-zA-Z0-9?_]*['"]
+# YouTube image
+\bimg\.youtube\.com/vi/[-a-zA-Z0-9?&=_]*
+# Google Accounts
+\baccounts.google.com/[-_/?=.:;+%&0-9a-zA-Z]*
+# Google Analytics
+\bgoogle-analytics\.com/collect.[-0-9a-zA-Z?%=&_.~]*
+# Google APIs
+\bgoogleapis\.(?:com|dev)/[a-z]+/(?:v\d+/|)[a-z]+/[-@:./?=\w+|&]+
+# Google Storage
+\b[-a-zA-Z0-9.]*\bstorage\d*\.googleapis\.com(?:/\S*|)
+# Google Calendar
+\bcalendar\.google\.com/calendar(?:/u/\d+|)/embed\?src=[@./?=\w&%]+
+\w+\@group\.calendar\.google\.com\b
+# Google DataStudio
+\bdatastudio\.google\.com/(?:(?:c/|)u/\d+/|)(?:embed/|)(?:open|reporting|datasources|s)/[-0-9a-zA-Z]+(?:/page/[-0-9a-zA-Z]+|)
+# The leading `/` here is as opposed to the `\b` above
+# ... a short way to match `https://` or `http://` since most urls have one of those prefixes
+# Google Docs
+/docs\.google\.com/[a-z]+/(?:ccc\?key=\w+|(?:u/\d+|d/(?:e/|)[0-9a-zA-Z_-]+/)?(?:edit\?[-\w=#.]*|/\?[\w=&]*|))
+# Google Drive
+\bdrive\.google\.com/(?:file/d/|open)[-0-9a-zA-Z_?=]*
+# Google Groups
+\bgroups\.google\.com(?:/[a-z]+/(?:#!|)[^/\s"]+)*
+# Google Maps
+\bmaps\.google\.com/maps\?[\w&;=]*
+# Google themes
+themes\.googleusercontent\.com/static/fonts/[^/\s"]+/v\d+/[^.]+.
+# Google CDN
+\bclients2\.google(?:usercontent|)\.com[-0-9a-zA-Z/.]*
+# Goo.gl
+/goo\.gl/[a-zA-Z0-9]+
+# Google Chrome Store
+\bchrome\.google\.com/webstore/detail/[-\w]*(?:/\w*|)
+# Google Books
+\bgoogle\.(?:\w{2,4})/books(?:/\w+)*\?[-\w\d=&#.]*
+# Google Fonts
+\bfonts\.(?:googleapis|gstatic)\.com/[-/?=:;+&0-9a-zA-Z]*
+# Google Forms
+\bforms\.gle/\w+
+# Google Scholar
+\bscholar\.google\.com/citations\?user=[A-Za-z0-9_]+
+# Google Colab Research Drive
+\bcolab\.research\.google\.com/drive/[-0-9a-zA-Z_?=]*
+
+# GitHub SHAs (api)
+\bapi.github\.com/repos(?:/[^/\s"]+){3}/[0-9a-f]+\b
+# GitHub SHAs (markdown)
+(?:\[`?[0-9a-f]+`?\]\(https:/|)/(?:www\.|)github\.com(?:/[^/\s"]+){2,}(?:/[^/\s")]+)(?:[0-9a-f]+(?:[-0-9a-zA-Z/#.]*|)\b|)
+# GitHub SHAs
+\bgithub\.com(?:/[^/\s"]+){2}[@#][0-9a-f]+\b
+# GitHub SHA refs
+\[([0-9a-f]+)\]\(https://(?:www\.|)github.com/[-\w]+/[-\w]+/commit/\g{-1}[0-9a-f]*
+# GitHub wiki
+\bgithub\.com/(?:[^/]+/){2}wiki/(?:(?:[^/]+/|)_history|[^/]+(?:/_compare|)/[0-9a-f.]{40,})\b
+# githubusercontent
+/[-a-z0-9]+\.githubusercontent\.com/[-a-zA-Z0-9?&=_\/.]*
+# githubassets
+\bgithubassets.com/[0-9a-f]+(?:[-/\w.]+)
+# gist github
+\bgist\.github\.com/[^/\s"]+/[0-9a-f]+
+# git.io
+\bgit\.io/[0-9a-zA-Z]+
+# GitHub JSON
+"node_id": "[-a-zA-Z=;:/0-9+_]*"
+# Contributor
+\[[^\]]+\]\(https://github\.com/[^/\s"]+/?\)
+# GHSA
+GHSA(?:-[0-9a-z]{4}){3}
+
+# GitHub actions
+\buses:\s+[-\w.]+/[-\w./]+@[-\w.]+
+
+# GitLab commit
+\bgitlab\.[^/\s"]*/\S+/\S+/commit/[0-9a-f]{7,16}#[0-9a-f]{40}\b
+# GitLab merge requests
+\bgitlab\.[^/\s"]*/\S+/\S+/-/merge_requests/\d+/diffs#[0-9a-f]{40}\b
+# GitLab uploads
+\bgitlab\.[^/\s"]*/uploads/[-a-zA-Z=;:/0-9+]*
+# GitLab commits
+\bgitlab\.[^/\s"]*/(?:[^/\s"]+/){2}commits?/[0-9a-f]+\b
+
+# binance
+accounts\.binance\.com/[a-z/]*oauth/authorize\?[-0-9a-zA-Z&%]*
+
+# bitbucket diff
+\bapi\.bitbucket\.org/\d+\.\d+/repositories/(?:[^/\s"]+/){2}diff(?:stat|)(?:/[^/\s"]+){2}:[0-9a-f]+
+# bitbucket repositories commits
+\bapi\.bitbucket\.org/\d+\.\d+/repositories/(?:[^/\s"]+/){2}commits?/[0-9a-f]+
+# bitbucket commits
+\bbitbucket\.org/(?:[^/\s"]+/){2}commits?/[0-9a-f]+
+
+# bit.ly
+\bbit\.ly/\w+
+
+# bitrise
+\bapp\.bitrise\.io/app/[0-9a-f]*/[\w.?=&]*
+
+# bootstrapcdn.com
+\bbootstrapcdn\.com/[-./\w]+
+
+# cdn.cloudflare.com
+\bcdnjs\.cloudflare\.com/[./\w]+
+
+# circleci
+\bcircleci\.com/gh(?:/[^/\s"]+){1,5}.[a-z]+\?[-0-9a-zA-Z=&]+
+
+# gitter
+\bgitter\.im(?:/[^/\s"]+){2}\?at=[0-9a-f]+
+
+# gravatar
+\bgravatar\.com/avatar/[0-9a-f]+
+
+# ibm
+[a-z.]*ibm\.com/[-_#=:%!?~.\\/\d\w]*
+
+# imgur
+\bimgur\.com/[^.]+
+
+# Internet Archive
+\barchive\.org/web/\d+/(?:[-\w.?,'/\\+&%$#_:]*)
+
+# discord
+/discord(?:app\.com|\.gg)/(?:invite/)?[a-zA-Z0-9]{7,}
+
+# Disqus
+\bdisqus\.com/[-\w/%.()!?&=_]*
+
+# medium link
+\blink\.medium\.com/[a-zA-Z0-9]+
+# medium
+\bmedium\.com/@?[^/\s"]+/[-\w]+
+
+# microsoft
+\b(?:https?://|)(?:(?:download\.visualstudio|docs|msdn2?|research)\.microsoft|blogs\.msdn)\.com/[-_a-zA-Z0-9()=./%]*
+# powerbi
+\bapp\.powerbi\.com/reportEmbed/[^"' ]*
+# vs devops
+\bvisualstudio.com(?::443|)/[-\w/?=%&.]*
+# microsoft store
+\bmicrosoft\.com/store/apps/\w+
+
+# mvnrepository.com
+\bmvnrepository\.com/[-0-9a-z./]+
+
+# now.sh
+/[0-9a-z-.]+\.now\.sh\b
+
+# oracle
+\bdocs\.oracle\.com/[-0-9a-zA-Z./_?#&=]*
+
+# chromatic.com
+/\S+.chromatic.com\S*[")]
+
+# codacy
+\bapi\.codacy\.com/project/badge/Grade/[0-9a-f]+
+
+# compai
+\bcompai\.pub/v1/png/[0-9a-f]+
+
+# mailgun api
+\.api\.mailgun\.net/v3/domains/[0-9a-z]+\.mailgun.org/messages/[0-9a-zA-Z=@]*
+# mailgun
+\b[0-9a-z]+.mailgun.org
+
+# /message-id/
+/message-id/[-\w@./%]+
+
+# Reddit
+\breddit\.com/r/[/\w_]*
+
+# requestb.in
+\brequestb\.in/[0-9a-z]+
+
+# sched
+\b[a-z0-9]+\.sched\.com\b
+
+# Slack url
+slack://[a-zA-Z0-9?&=]+
+# Slack
+\bslack\.com/[-0-9a-zA-Z/_~?&=.]*
+# Slack edge
+\bslack-edge\.com/[-a-zA-Z0-9?&=%./]+
+# Slack images
+\bslack-imgs\.com/[-a-zA-Z0-9?&=%.]+
+
+# shields.io
+\bshields\.io/[-\w/%?=&.:+;,]*
+
+# stackexchange -- https://stackexchange.com/feeds/sites
+\b(?:askubuntu|serverfault|stack(?:exchange|overflow)|superuser).com/(?:questions/\w+/[-\w]+|a/)
+
+# Sentry
+[0-9a-f]{32}\@o\d+\.ingest\.sentry\.io\b
+
+# Twitter markdown
+\[@[^[/\]:]*?\]\(https://twitter.com/[^/\s"')]*(?:/status/\d+(?:\?[-_0-9a-zA-Z&=]*|)|)\)
+# Twitter hashtag
+\btwitter\.com/hashtag/[\w?_=&]*
+# Twitter status
+\btwitter\.com/[^/\s"')]*(?:/status/\d+(?:\?[-_0-9a-zA-Z&=]*|)|)
+# Twitter profile images
+\btwimg\.com/profile_images/[_\w./]*
+# Twitter media
+\btwimg\.com/media/[-_\w./?=]*
+# Twitter link shortened
+\bt\.co/\w+
+
+# facebook
+\bfburl\.com/[0-9a-z_]+
+# facebook CDN
+\bfbcdn\.net/[\w/.,]*
+# facebook watch
+\bfb\.watch/[0-9A-Za-z]+
+
+# dropbox
+\bdropbox\.com/sh?/[^/\s"]+/[-0-9A-Za-z_.%?=&;]+
+
+# ipfs protocol
+ipfs://[0-9a-zA-Z]{3,}
+# ipfs url
+/ipfs/[0-9a-zA-Z]{3,}
+
+# w3
+\bw3\.org/[-0-9a-zA-Z/#.]+
+
+# loom
+\bloom\.com/embed/[0-9a-f]+
+
+# regex101
+\bregex101\.com/r/[^/\s"]+/\d+
+
+# figma
+\bfigma\.com/file(?:/[0-9a-zA-Z]+/)+
+
+# freecodecamp.org
+\bfreecodecamp\.org/[-\w/.]+
+
+# image.tmdb.org
+\bimage\.tmdb\.org/[/\w.]+
+
+# mermaid
+\bmermaid\.ink/img/[-\w]+|\bmermaid-js\.github\.io/mermaid-live-editor/#/edit/[-\w]+
+
+# Wikipedia
+\ben\.wikipedia\.org/wiki/[-\w%.#]+
+
+# gitweb
+[^"\s]+/gitweb/\S+;h=[0-9a-f]+
+
+# HyperKitty lists
+/archives/list/[^@/]+@[^/\s"]*/message/[^/\s"]*/
+
+# lists
+/thread\.html/[^"\s]+
+
+# list-management
+\blist-manage\.com/subscribe(?:[?&](?:u|id)=[0-9a-f]+)+
+
+# kubectl.kubernetes.io/last-applied-configuration
+"kubectl.kubernetes.io/last-applied-configuration": ".*"
+
+# pgp
+\bgnupg\.net/pks/lookup[?&=0-9a-zA-Z]*
+
+# Spotify
+\bopen\.spotify\.com/embed/playlist/\w+
+
+# Mastodon
+\bmastodon\.[-a-z.]*/(?:media/|@)[?&=0-9a-zA-Z_]*
+
+# scastie
+\bscastie\.scala-lang\.org/[^/]+/\w+
+
+# images.unsplash.com
+\bimages\.unsplash\.com/(?:(?:flagged|reserve)/|)[-\w./%?=%&.;]+
+
+# pastebin
+\bpastebin\.com/[\w/]+
+
+# heroku
+\b\w+\.heroku\.com/source/archive/\w+
+
+# quip
+\b\w+\.quip\.com/\w+(?:(?:#|/issues/)\w+)?
+
+# badgen.net
+\bbadgen\.net/badge/[^")\]'\s]+
+
+# statuspage.io
+\w+\.statuspage\.io\b
+
+# media.giphy.com
+\bmedia\.giphy\.com/media/[^/]+/[\w.?&=]+
+
+# tinyurl
+\btinyurl\.com/\w+
+
+# codepen
+\bcodepen\.io/[\w/]+
+
+# registry.npmjs.org
+\bregistry\.npmjs\.org/(?:@[^/"']+/|)[^/"']+/-/[-\w@.]+
+
+# getopts
+\bgetopts\s+(?:"[^"]+"|'[^']+')
+
+# ANSI color codes
+(?:\\(?:u00|x)1[Bb]|\x1b|\\u\{1[Bb]\})\[\d+(?:;\d+|)m
+
+# URL escaped characters
+%[0-9A-F][A-F](?=[A-Za-z])
+# lower URL escaped characters
+%[0-9a-f][a-f](?=[a-z]{2,})
+# IPv6
+\b(?:[0-9a-fA-F]{0,4}:){3,7}[0-9a-fA-F]{0,4}\b
+# c99 hex digits (not the full format, just one I've seen)
+0x[0-9a-fA-F](?:\.[0-9a-fA-F]*|)[pP]
+# Punycode
+\bxn--[-0-9a-z]+
+# sha
+sha\d+:[0-9]*[a-f]{3,}[0-9a-f]*
+# sha-... -- uses a fancy capture
+(\\?['"]|&quot;)[0-9a-f]{40,}\g{-1}
+# hex runs
+\b[0-9a-fA-F]{16,}\b
+# hex in url queries
+=[0-9a-fA-F]*?(?:[A-F]{3,}|[a-f]{3,})[0-9a-fA-F]*?&
+# ssh
+#(?:ssh-\S+|-nistp256) [-a-zA-Z=;:/0-9+]{12,}
+
+# PGP
+\b(?:[0-9A-F]{4} ){9}[0-9A-F]{4}\b
+# GPG keys
+\b(?:[0-9A-F]{4} ){5}(?: [0-9A-F]{4}){5}\b
+# Well known gpg keys
+.well-known/openpgpkey/[\w./]+
+
+# pki
+-----BEGIN.*-----END
+
+# uuid:
+\b[0-9a-fA-F]{8}-(?:[0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}\b
+# hex digits including css/html color classes:
+(?:[\\0][xX]|\\u|[uU]\+|#x?|%23)[0-9_a-fA-FgGrR]*?[a-fA-FgGrR]{2,}[0-9_a-fA-FgGrR]*(?:[uUlL]{0,3}|[iu]\d+)\b
+# integrity
+integrity=(['"])(?:\s*sha\d+-[-a-zA-Z=;:/0-9+]{40,})+\g{-1}
+
+# https://www.gnu.org/software/groff/manual/groff.html
+# man troff content
+\\f[BCIPR]
+# '/"
+\\\([ad]q
+
+# .desktop mime types
+^MimeTypes?=.*$
+# .desktop localized entries
+^[A-Z][a-z]+\[[a-z]+\]=.*$
+# Localized .desktop content
+Name\[[^\]]+\]=.*
+
+# IServiceProvider / isAThing
+(?:\b|_)(?:I|isA)(?=(?:[A-Z][a-z]{2,})+(?:[A-Z]|\b))
+
+# crypt
+(['"])\$2[ayb]\$.{56}\g{-1}
+
+# scrypt / argon
+\$(?:scrypt|argon\d+[di]*)\$\S+
+
+# go.sum
+\bh1:\S+
+
+# scala imports
+^import (?:[\w.]|\{\w*?(?:,\s*(?:\w*|\*))+\})+
+
+# scala modules
+("[^"]+"\s*%%?\s*){2,3}"[^"]+"
+
+# Intel intrinsics
+_mm_\w+
+
+# Input to GitHub JSON
+content: (['"])[-a-zA-Z=;:/0-9+]*=\g{-1}
+
+# This does not cover multiline strings, if your repository has them,
+# you'll want to remove the `(?=.*?")` suffix.
+# The `(?=.*?")` suffix should limit the false positives rate
+# printf
+#%(?:(?:(?:hh?|ll?|[jzt])?[diuoxn]|l?[cs]|L?[fega]|p)(?=[a-z]{2,})|(?:X|L?[FEGA]|p)(?=[a-zA-Z]{2,}))(?!%)(?=[_a-zA-Z]+(?!%)\b)(?=.*?['"])
+
+# Alternative printf
+# %s
+#%(?:s(?=[a-z]{2,}))(?!%)(?=[_a-zA-Z]+(?!%)\b)(?=.*?['"])
+
+# Python string prefix / binary prefix
+# Note that there's a high false positive rate, remove the `?=` and search for the regex to see if the matches seem like reasonable strings
+(?<!['"])\b(?:B|BR|Br|F|FR|Fr|R|RB|RF|Rb|Rf|U|UR|Ur|b|bR|br|f|fR|fr|r|rB|rF|rb|rf|u|uR|ur)['"](?=[A-Z]{3,}|[A-Z][a-z]{2,}|[a-z]{3,})
+
+# Regular expressions for (P|p)assword
+\([A-Z]\|[a-z]\)[a-z]+
+
+# JavaScript regular expressions
+# javascript test regex
+/.{3,}/[gim]*\.test\(
+# javascript match regex
+\.match\(/[^/\s"]{3,}/[gim]*\s*
+# javascript match regex
+\.match\(/\\[b].{3,}?/[gim]*\s*\)(?:;|$)
+# javascript replace regex
+\.replace\(/[^/\s"]{3,}/[gim]*\s*,
+# assign regex
+= /[^*].*?(?:[a-z]{3,}|[A-Z]{3,}|[A-Z][a-z]{2,}).*/[gi]?(?=\W|$)
+# perl regex test
+[!=]~ (?:/.*/|m\{.*?\}|m<.*?>|m([|!/@#,;']).*?\g{-1})
+
+# perl qr regex
+(?<!\$)\bqr(?:\{.*?\}|<.*?>|\(.*?\)|([|!/@#,;']).*?\g{-1})
+
+# perl run
+perl(?:\s+-[a-zA-Z]\w*)+
+
+# C network byte conversions
+#(?:\d|\bh)to(?!ken)(?=[a-z])|to(?=[adhiklpun]\()
+
+# Go regular expressions
+regexp?\.MustCompile\(`[^`]*`\)
+
+# regex choice
+\(\?:[^)]+\|[^)]+\)
+
+# proto
+^\s*(\w+)\s\g{-1} =
+
+# sed regular expressions
+sed 's/(?:[^/]*?[a-zA-Z]{3,}[^/]*?/){2}
+
+# node packages
+(["'])@[^/'" ]+/[^/'" ]+\g{-1}
+
+# go install
+go install(?:\s+[a-z]+\.[-@\w/.]+)+
+
+# jetbrains schema https://youtrack.jetbrains.com/issue/RSRP-489571
+urn:shemas-jetbrains-com
+
+# kubernetes pod status lists
+# https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#pod-phase
+\w+(?:-\w+)+\s+\d+/\d+\s+(?:Running|Pending|Succeeded|Failed|Unknown)\s+
+
+# kubectl - pods in CrashLoopBackOff
+\w+-[0-9a-f]+-\w+\s+\d+/\d+\s+CrashLoopBackOff\s+
+
+# kubernetes object suffix
+-[0-9a-f]{10}-\w{5}\s
+
+# posthog secrets
+([`'"])phc_[^"',]+\g{-1}
+
+# xcode
+
+# xcodeproject scenes
+(?:Controller|destination|ID|id)="\w{3}-\w{2}-\w{3}"
+
+# xcode api botches
+customObjectInstantitationMethod
+
+# msvc api botches
+PrependWithABINamepsace
+
+# configure flags
+.* \| --\w{2,}.*?(?=\w+\s\w+)
+
+# font awesome classes
+\.fa-[-a-z0-9]+
+
+# bearer auth
+#(['"])[Bb]ear[e][r] .*?\g{-1}
+
+# bearer auth
+\b[Bb]ear[e][r]:? [-a-zA-Z=;:/0-9+.]+
+
+# basic auth
+(['"])[Bb]asic [-a-zA-Z=;:/0-9+]{3,}\g{-1}
+
+# encoded-word
+=\?[-a-zA-Z0-9"*%]+\?[BQ]\?[^?]{0,75}\?=
+
+# Time Zones
+\b(?:Africa|Atlantic|America|Antarctica|Asia|Australia|Europe|Indian|Pacific)(?:/\w+)+
+
+# linux kernel info
+^(?:bugs|flags|Features)\s+:.*
+
+# systemd mode
+systemd.*?running in system mode \([-+].*\)$
+
+# Lorem
+# Update Lorem based on your content (requires `ge` and `w` from https://github.com/jsoref/spelling; and `review` from https://github.com/check-spelling/check-spelling/wiki/Looking-for-items-locally )
+# grep '^[^#].*lorem' .github/actions/spelling/patterns.txt|perl -pne 's/.*i..\?://;s/\).*//' |tr '|' "\n"|sort -f |xargs -n1 ge|perl -pne 's/^[^:]*://'|sort -u|w|sed -e 's/ .*//'|w|review -
+# Warning, while `(?i)` is very neat and fancy, if you have some binary files that aren't proper unicode, you might run into:
+# ... Operation "substitution (s///)" returns its argument for non-Unicode code point 0x1C19AE (the code point will vary).
+# ... You could manually change `(?i)X...` to use `[Xx]...`
+# ... or you could add the files to your `excludes` file (a version after 0.0.19 should identify the file path)
+(?:(?:\w|\s|[,.])*\b(?i)(?:amet|consectetur|cursus|dolor|eros|ipsum|lacus|libero|ligula|lorem|magna|neque|nulla|suscipit|tempus)\b(?:\w|\s|[,.])*)
+
+# Non-English
+[a-zA-Z]*[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź][a-zA-Z]{3}[a-zA-ZÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź]*|[a-zA-Z]{3,}[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź]|[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź][a-zA-Z]{3,}
+
+# highlighted letters
+\[[A-Z]\][a-z]+
+
+# French
+# This corpus only had capital letters, but you probably want lowercase ones as well.
+\b[LN]'+[a-z]{2,}\b
+
+# latex (check-spelling <= 0.0.21)
+\\(?:n(?:ew|ormal|osub)|r(?:enew)|t(?:able(?:of|)|he|itle))(?=[a-z]+)
+
+# latex (check-spelling >= 0.0.22)
+\\\w{2,}\{
+
+# American Mathematical Society (AMS) / Doxygen
+TeX/AMS
+
+# File extensions
+\*\.[+\w]+,
+
+# eslint
+"varsIgnorePattern": ".+"
+
+# Windows short paths
+[/\\][^/\\]{5,6}~\d{1,2}[/\\]
+
+# cygwin paths
+/cygdrive/[a-zA-Z]/(?:Program Files(?: \(.*?\)| ?)(?:/[-+.~\\/()\w ]+)*|[-+.~\\/()\w])+
+
+# in check-spelling@v0.0.22+, printf markers aren't automatically consumed
+# printf markers
+(?<!\\)\\[nrt](?=[a-z]{2,})
+# alternate printf markers if you run into latex and friends
+(?<!\\)\\[nrt](?=[a-z]{2,})(?=.*['"`])
+
+# apache
+a2(?:en|dis)
+
+# weak e-tag
+W/"[^"]+"
+
+# the negative lookahead here is to allow catching 'templatesz' as a misspelling
+# but to otherwise recognize a Windows path with \templates\foo.template or similar:
+\\(?:necessary|r(?:eport|esolve[dr]?|esult)|t(?:arget|emplates?))(?![a-z])
+# ignore long runs of a single character:
+\b([A-Za-z])\g{-1}{3,}\b
+
+# version suffix <word>v#
+(?:(?<=[A-Z]{2})V|(?<=[a-z]{2}|[A-Z]{2})v)\d+(?:\b|(?=[a-zA-Z_]))
+
+# Compiler flags (Unix, Java/Scala)
+# Use if you have things like `-Pdocker` and want to treat them as `docker`
+#(?:^|[\t ,>"'`=(])-(?:(?:J-|)[DPWXY]|[Llf])(?=[A-Z]{2,}|[A-Z][a-z]|[a-z]{2,})
+
+# Compiler flags (Windows / PowerShell)
+# This is a subset of the more general compiler flags pattern.
+# It avoids matching `-Path` to prevent it from being treated as `ath`
+(?:^|[\t ,"'`=(])-(?:[DPL](?=[A-Z]{2,})|[WXYlf](?=[A-Z]{2,}|[A-Z][a-z]|[a-z]{2,}))
+
+# Compiler flags (linker)
+,-B
+
+# libraries
+\blib(?!rar(?:ies|y))(?=[a-z])
+
+# WWNN/WWPN (NAA identifiers)
+\b(?:0x)?10[0-9a-f]{14}\b|\b(?:0x|3)?[25][0-9a-f]{15}\b|\b(?:0x|3)?6[0-9a-f]{31}\b
+
+# iSCSI iqn (approximate regex)
+\biqn\.[0-9]{4}-[0-9]{2}(?:[\.-][a-z][a-z0-9]*)*\b
+
+# curl arguments
+\b(?:\\n|)curl(?:\.exe|)(?:\s+-[a-zA-Z]{1,2}\b)*(?:\s+-[a-zA-Z]{3,})(?:\s+-[a-zA-Z]+)*
+# set arguments
+\b(?:bash|sh|set)(?:\s+-[abefimouxE]{1,2})*\s+-[abefimouxE]{3,}(?:\s+-[abefimouxE]+)*
+# tar arguments
+\b(?:\\n|)g?tar(?:\.exe|)(?:(?:\s+--[-a-zA-Z]+|\s+-[a-zA-Z]+|\s[ABGJMOPRSUWZacdfh-pr-xz]+\b)(?:=[^ ]*|))+
+# tput arguments -- https://man7.org/linux/man-pages/man5/terminfo.5.html -- technically they can be more than 5 chars long...
+\btput\s+(?:(?:-[SV]|-T\s*\w+)\s+)*\w{3,5}\b
+# macOS temp folders
+/var/folders/\w\w/[+\w]+/(?:T|-Caches-)/
+# github runner temp folders
+/home/runner/work/_temp/[-_/a-z0-9]+
@@ -0,0 +1,118 @@
+# See https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples:-excludes
+(?:^|/)(?i)COPYRIGHT
+(?:^|/)(?i)LICEN[CS]E
+(?:^|/)3rdparty/
+(?:^|/)go\.sum$
+(?:^|/)package(?:-lock|)\.json$
+(?:^|/)Pipfile$
+(?:^|/)pyproject.toml
+(?:^|/)requirements(?:-dev|-doc|-test|)\.txt$
+(?:^|/)vendor/
+/CODEOWNERS$
+\.a$
+\.ai$
+\.all-contributorsrc$
+\.avi$
+\.bmp$
+\.bz2$
+\.cer$
+\.class$
+\.coveragerc$
+\.crl$
+\.crt$
+\.csr$
+\.dll$
+\.docx?$
+\.drawio$
+\.DS_Store$
+\.eot$
+\.eps$
+\.exe$
+\.gif$
+\.git-blame-ignore-revs$
+\.gitattributes$
+\.gitkeep$
+\.graffle$
+\.gz$
+\.icns$
+\.ico$
+\.jar$
+\.jks$
+\.jpe?g$
+\.key$
+\.lib$
+\.lock$
+\.map$
+\.min\..
+\.mo$
+\.mod$
+\.mp[34]$
+\.o$
+\.ocf$
+\.otf$
+\.p12$
+\.parquet$
+\.pdf$
+\.pem$
+\.pfx$
+\.png$
+\.psd$
+\.pyc$
+\.pylintrc$
+\.qm$
+\.s$
+\.sig$
+\.so$
+\.svgz?$
+\.sys$
+\.tar$
+\.tgz$
+\.tiff?$
+\.ttf$
+\.wav$
+\.webm$
+\.webp$
+\.woff2?$
+\.xcf$
+\.xlsx?$
+\.xpm$
+\.xz$
+\.zip$
+^\.github/actions/spelling/
+^\Q.github/workflows/spelling.yaml\E$
+^\Q.github/workflows/notebook_linter/run_linter.sh\E$
+^\Q.github/workflows/linter.yaml\E$
+^\Qgemini/use-cases/education/use_cases_for_education.ipynb\E$
+^\Qgemini/sample-apps/image-bash-jam/gemini-explain-image-italian.sh\E$
+^\Qgemini/sample-apps/image-bash-jam/tts.sh\E$
+^\Qgemini/use-cases/document-processing/sheet_music.ipynb\E$
+^\Qgemini/function-calling/use_case_company_news_and_insights.ipynb\E$
+^\Qgemini/getting-started/intro_gemini_1_5_pro.ipynb\E$
+^\Qgemini/getting-started/intro_gemini_pro_vision_python.ipynb\E$
+^\Qgemini/getting-started/intro_gemini_python.ipynb\E$
+^\Qgemini/agent-engine/tutorial_google_maps_agent.ipynb\E$
+^\Qgemini/sample-apps/image-bash-jam/images/.keep\E$
+^\Qgemini/sample-apps/image-bash-jam/README.md\E$
+^\Qgemini/sample-apps/photo-discovery/app/linux/CMakeLists.txt\E$
+^\Qgemini/sample-apps/photo-discovery/app/windows/CMakeLists.txt\E$
+^\Qgemini/use-cases/applying-llms-to-data/using-gemini-with-bigquery-remote-functions/src/sql/provision_text_sample_table.sql\E$
+^\Qgemini/use-cases/healthcare/react_gemini_healthcare_api.ipynb\E$
+^\Qgemini/use-cases/intro_multimodal_use_cases.ipynb\E$
+^\Qgemini/use-cases/retrieval-augmented-generation/intro_multimodal_rag.ipynb\E$
+^\Qgemini/use-cases/retail/product_attributes_extraction.ipynb\E$
+^\Qlanguage/use-cases/marketing-image-overlay/marketing_image_overlay.ipynb\E$
+^\Qsearch/bulk-question-answering/bulk_question_answering_output.tsv\E$
+^\Qvision/getting-started/image_editing_maskmode.ipynb\E$
+^\Qvision/getting-started/image_generation.ipynb\E$
+^\Qvision/getting-started/imagen4_image_generation.ipynb\E$
+^\Qvision/getting-started/visual_captioning.ipynb\E$
+^\Qvision/use-cases/creating_high_quality_visual_assets_with_gemini_and_imagen.ipynb\E$
+^\Qgemini/orchestration/llamaindex_workflows.ipynb\E$
+ignore$
+^\Qworkshops/ai-agents/ai_agents_for_engineers.ipynb\E$
+^\Q.github/workflows/issue_assigner/assign_issue.py\E$
+^\Qnoxfile.py\E$
+py\.typed$
+^\Qaudio/speech/use-cases/storytelling/macbeth_the_sitcom.json\E$
+.ruff.toml
+^\Q.gemini/styleguide.md\E$
@@ -0,0 +1,323 @@
+# reject `m_data` as VxWorks defined it and that breaks things if it's used elsewhere
+# see [fprime](https://github.com/nasa/fprime/commit/d589f0a25c59ea9a800d851ea84c2f5df02fb529)
+# and [Qt](https://github.com/qtproject/qt-solutions/blame/fb7bc42bfcc578ff3fa3b9ca21a41e96eb37c1c7/qtscriptclassic/src/qscriptbuffer_p.h#L46)
+#\bm_data\b
+
+# Were you debugging using a framework with `fit()`?
+# If you have a framework that uses `it()` for testing and `fit()` for debugging a specific test,
+# you might not want to check in code where you skip all the other tests.
+#\bfit\(
+
+# Should be `HH:MM:SS`
+\bHH:SS:MM\b
+
+# Should be `86400` (seconds in a standard day)
+\b84600\b(?:.*\bday\b)
+
+# Should probably be `2006-01-02` (yyyy-mm-dd)
+\b2006-01-02\b
+
+# Should probably be `YYYYMMDD`
+\b[Yy]{4}[Dd]{2}[Mm]{2}(?!.*[Yy]{4}[Dd]{2}[Mm]{2}).*$
+
+# Should be `anymore`
+\bany more[,.]
+
+# Should be `cannot` (or `can't`)
+# See https://www.grammarly.com/blog/cannot-or-can-not/
+# > Don't use `can not` when you mean `cannot`. The only time you're likely to see `can not` written as separate words is when the word `can` happens to precede some other phrase that happens to start with `not`.
+# > `Can't` is a contraction of `cannot`, and it's best suited for informal writing.
+# > In formal writing and where contractions are frowned upon, use `cannot`.
+# > It is possible to write `can not`, but you generally find it only as part of some other construction, such as `not only . . . but also.`
+# - if you encounter such a case, add a pattern for that case to patterns.txt.
+\b[Cc]an not\b
+
+# Should be `GitHub`
+(?<![&*.]|// |\btype |\bimport )\bGithub\b(?![{()])
+\b[Gg]it\s[Hh]ub\b
+
+# Should be `GitLab`
+(?<![&*.]|// |\btype )\bGitlab\b(?![{)])
+
+# Should be `JavaScript`
+\bJavascript\b
+
+# Should be `macOS` or `Mac OS X` or ...
+\bMacOS\b
+
+# Should be `Microsoft`
+\bMicroSoft\b
+
+# Should be `OAuth`
+(?:^|[^-/*$])[ '"]oAuth(?: [a-z]|\d+ |[^ a-zA-Z0-9:;_.()])
+
+# Should be `RabbitMQ`
+\bRabbitmq\b
+
+# Should be `TypeScript`
+\bTypescript\b
+
+# Should be `another`
+\ban[- ]other\b
+
+# Should be `case-(in)sensitive`
+\bcase (?:in|)sensitive\b
+
+# Should be `coinciding`
+\bco-inciding\b
+
+# Should be `deprecation warning(s)`
+\b[Dd]epreciation [Ww]arnings?\b
+
+# Should be `greater than`
+\bgreater then\b
+
+# Should be `ID`
+#\bId\b
+
+# Should be `in front of`
+\bin from of\b
+
+# Should be `into`
+# when not phrasal and when `in order to` would be wrong:
+# https://thewritepractice.com/into-vs-in-to/
+\sin to\s(?!if\b)
+
+# Should be `use`
+\sin used by\b
+
+# Should be `is obsolete`
+\bis obsolescent\b
+
+# Should be `it's` or `its`
+\bits['’]
+
+# Should be `its`
+\bit's(?= own\b)
+
+# Should be `perform its`
+\bperform it's\b
+
+# Should be `opt-in`
+(?<!\sfor)\sopt in\s
+
+# Should be `less than`
+\bless then\b
+
+# Should be `load balancer`
+\b[Ll]oud balancer
+
+# Should be `one of`
+\bon of\b
+
+# Should be `otherwise`
+\bother[- ]wise\b
+
+# Should be `or (more|less)`
+\bore (?:more|less)\b
+
+# Should be `rather than`
+\brather then\b
+
+# Should be `regardless, ...` or `regardless of (whether)`
+\b[Rr]egardless if you\b
+
+# Should be `no longer needed`
+\bno more needed\b(?! than\b)
+
+# Should be `did not exist`
+\bwere not existent\b
+
+# Should be `nonexistent`
+\bnon existing\b
+
+# Should be `nonexistent`
+\b[Nn]o[nt][- ]existent\b
+
+# Should be `@brief` / `@details` / `@param` / `@return` / `@retval`
+(?:^\s*|(?:\*|//|/*)\s+`)[\\@](?:breif|(?:detail|detials)|(?:params(?!\.)|prama?)|ret(?:uns?)|retvl)\b
+
+# Should be `preexisting`
+[Pp]re[- ]existing
+
+# Should be `preempt`
+[Pp]re[- ]empt\b
+
+# Should be `preemptively`
+[Pp]re[- ]emptively
+
+# Should be `recently changed` or `recent changes`
+[Rr]ecent changed
+
+# Should be `reentrancy`
+[Rr]e[- ]entrancy
+
+# Should be `reentrant`
+[Rr]e[- ]entrant
+
+# Should be `understand`
+\bunder stand\b
+
+# Should be `workarounds`
+\bwork[- ]arounds\b
+
+# Should be `workaround`
+(?:(?:[Aa]|[Tt]he|ugly)\swork[- ]around\b|\swork[- ]around\s+for)
+
+# Should be `(coarse|fine)-grained`
+\b(?:coarse|fine) grained\b
+
+# Should be `neither/nor` -- or reword
+\bnot\b[^.?!"/(]+\bnor\b
+
+# Should be `neither/nor` (plus rewording the beginning)
+# This is probably a double negative...
+\bnot\b[^.?!"/]*\bneither\b[^.?!"/(]*\bnor\b
+
+# In English, duplicated words are generally mistakes
+# There are a few exceptions (e.g. "that that").
+# If the highlighted doubled word pair is in:
+# * code, write a pattern to mask it.
+# * prose, have someone read the English before you dismiss this error.
+\s([A-Z]{3,}|[A-Z][a-z]{2,}|[a-z]{3,})\s\g{-1}\s
+
+# Should be `Gen AI`
+\b[gG]enAI\b
+
+# Should be LangChain
+\b(?!LangChain\b)(?!langchain\b)[Ll]ang\s?[Cc]hain?\b
+
+# Should be LangGraph
+\b(?!LangGraph\b)(?!langgraph\b)[Ll]ang\s?[Gg]raph?\b
+
+# Should be LangServe
+\b(?!LangServe\b)(?!langserve\b)[Ll]ang\s?[Ss]erve?\b
+
+# Should be LlamaIndex
+\b(?!LlamaIndex\b)[Ll][Ll]ama\s?[Ii]ndex?\s
+
+# Should be Hugging Face
+\s(?!Hugging Face\b)[Hh]ugging\s?[Ff]ace?\b
+
+# Should be DeepSeek
+\b(?!DeepSeek\b)(?!deepseek\b)[Dd]eep\s?[Ss]eek?\b
+
+# Should be Agent Platform
+^(?!.*Agent Platform).*\b[Vv]ertex[-\s][Aa][Ii]\b
+
+# Should be Gemini
+\sgemini\s\w
+
+# Should be `Gemini Version Size` (e.g. `Gemini 3 Flash`)
+\bGemini\s(Pro|Flash|Ultra)\s?\d\.\d\b
+
+# Gemini Size should be capitalized (e.g. `Gemini 3 Flash`)
+\bGemini\s?\d\.\d\s(pro|flash|ultra)\b
+
+# Don't say "Google Gemini" or "Google Gemini"
+\b[Gg]oogle(?: [Cc]loud| [Dd]eep[Mm]ind)?'s [Gg]emini\b
+
+# Don't say "Powered by Gemini", instead say "with Gemini"
+\b[Pp]owered\s[Bb]y\s[Gg]emini\b
+
+# Should be Gemini Enterprise
+[Aa]gent\s?[Ss]pace
+
+# Should be Imagen
+\simagen\s\w
+
+# Should be Imagen 2 or Imagen 3
+\bImagen\d\b
+
+# Should be BigQuery
+\b(?!BigQuery\b)(?!bigquery\b)[Bb]ig\s?[Qq]uery\b
+
+# Should be DataFrame or DataFrames
+\b(?!DataFrames?\b)(?!.*[\(\)\{\}\.,=])(?<!")\b[Dd]ata\s?[Ff]rames?\b(?!")
+
+# Should be Google Cloud
+\s[Gg][Cc][Pp]\s
+
+# Should be Google Cloud
+\b(?!Google\sCloud\b)[Gg]oogle\s?[Cc]loud\b
+
+# Should be DeepMind
+\b(?!DeepMind\b)[Dd]eep\s?[Mm]ind\b
+
+# Should be TensorFlow
+\b(?!TensorFlow\b)(?!tensorflow\b)[Tt]ensor\s?[Ff]low\b
+
+# Should be AlloyDB
+\b(?!AlloyDB\b)(?!alloydb\b)[Aa]lloy\s?[Dd]\s?[Bb]\b
+
+# Should be Translation API
+\bTranslate\s?API\b
+
+# Should be Dialogflow
+\bDialogFlow\b
+
+# Should be Firebase
+\b(?!Firebase\b)Fire\s?[Bb]ase\b
+
+# Should be Firestore
+\b(?!Firestore\b)Fire\s?[Ss]tore\b
+
+# Should be Memorystore
+\b(?!Memorystore\b)Memory\s?[Ss]tore\b
+
+# Should be Document AI
+\bDoc\s?AI\b
+
+# Should be Agent Search
+\bVertex\s?Search\b
+
+# Should be Vector Search
+\bVertex\sVector\sSearch\b
+
+# Should be Colab
+\s(?!Colab)Co[Ll][Ll]?abs?\b
+
+# Should be TPU or TPUs
+\btpus?\b
+
+# Should be GCS
+\sgcs\s
+
+# Should be Dataflow ML
+\b[Dd]ataflowML\b
+
+# Should be API
+\s(?!API)(?!.*[\(\)\{\},=#]+)[Aa][Pp][Ii]\s
+
+# Should be arXiv
+\bAr[Xx]iv\b
+
+# Should be DeepEval
+\b(?!DeepEval\b)(?!deepeval\b)[Dd]eep\s?[Ee]val\b
+
+# Invalid Space Character
+\w \w
+
+# Don't use "smart quotes"
+(?<!["'])[‘’“”](?!["'])
+
+# "an" should only be before vowels.
+\ban\s+(?![FHLMNRSX][A-Z0-9]+\b)(?!hour\b)(?!honest\b)([b-df-hj-np-tv-zB-DF-HJ-NP-TV-Z]{1}\w*)
+
+# Don't use Google internal links
+((corp|prod|sandbox).google.com|googleplex.com|https?://[0-9a-z][0-9a-z-]+/|(?:^|[^/.-])\b(?:go|b|cl|cr)/[a-z0-9_.-]+\b)
+
+# Use `%pip` instead of `!pip` or `!pip3`
+!\s?pip3?
+
+# Don't use embedded images, upload to Google Cloud Storage
+\(data:image/(?:jpeg|png);base64,[^{]
+
+# Don't use Gemini 1.X
+gemini-1\.[05]
+
+# Use the Google Gen AI SDK `google-genai`
+google-generativeai
+from google import generativeai
+
+cloud-llm-preview[1-4]
@@ -0,0 +1,256 @@
+# See https://github.com/check-spelling/check-spelling/wiki/Configuration-Examples:-patterns
+
+# Automatically suggested patterns
+
+# hit-count: 654 file-count: 86
+# https/http/file urls
+(?:\b(?:https?|ftp|file)://)[-A-Za-z0-9+&@#/%?=~_|!:,.;]+[-A-Za-z0-9+&@#/%=~_|]
+
+# hit-count: 98 file-count: 34
+# scala imports
+^import (?:[\w.]|\{\w*?(?:,\s*(?:\w*|\*))+\})+
+
+# hit-count: 23 file-count: 6
+# version suffix <word>v#
+(?:(?<=[A-Z]{2})V|(?<=[a-z]{2}|[A-Z]{2})v)\d+(?:\b|(?=[a-zA-Z_]))
+
+# hit-count: 19 file-count: 10
+# Python string prefix / binary prefix
+# Note that there's a high false positive rate, remove the `?=` and search for the regex to see if the matches seem like reasonable strings
+(?<!['"])\b(?:B|BR|Br|F|FR|Fr|R|RB|RF|Rb|Rf|U|UR|Ur|b|bR|br|f|fR|fr|r|rB|rF|rb|rf|u|uR|ur)['"](?=[A-Z]{3,}|[A-Z][a-z]{2,}|[a-z]{3,})
+
+# hit-count: 19 file-count: 2
+# kubernetes object suffix
+-[0-9a-f]{10}-\w{5}\s
+
+# hit-count: 14 file-count: 13
+# Contributor
+\[[^\]]+\]\(https://github\.com/[^/\s"]+/?\)
+
+# hit-count: 13 file-count: 5
+# Compiler flags (Windows / PowerShell)
+# This is a subset of the more general compiler flags pattern.
+# It avoids matching `-Path` to prevent it from being treated as `ath`
+(?:^|[\t ,"'`=(])-(?:[DPL](?=[A-Z]{2,})|[WXYlf](?=[A-Z]{2,}|[A-Z][a-z]|[a-z]{2,}))
+
+# hit-count: 11 file-count: 10
+# hex digits including css/html color classes:
+(?:[\\0][xX]|\\u|[uU]\+|#x?|%23)[0-9_a-fA-FgGrR]*?[a-fA-FgGrR]{2,}[0-9_a-fA-FgGrR]*(?:[uUlL]{0,3}|[iu]\d+)\b
+
+# hit-count: 9 file-count: 4
+# node packages
+(["'])@[^/'" ]+/[^/'" ]+\g{-1}
+
+# hit-count: 8 file-count: 4
+# libraries
+\blib(?!rar(?:ies|y))(?=[a-z])
+
+# hit-count: 8 file-count: 3
+# AWS VPC
+vpc-\w+
+
+# hit-count: 7 file-count: 7
+# uuid:
+\b[0-9a-fA-F]{8}-(?:[0-9a-fA-F]{4}-){3}[0-9a-fA-F]{12}\b
+
+# hit-count: 7 file-count: 7
+# Compiler flags (Unix, Java/Scala)
+# Use if you have things like `-Pdocker` and want to treat them as `docker`
+(?:^|[\t ,>"'`=(])-(?:(?:J-|)[DPWXY]|[Ll]|f(?!ix))(?=[A-Z]{2,}|[A-Z][a-z]|[a-z]{2,})
+
+# hit-count: 7 file-count: 7
+# set arguments
+\b(?:bash|sh|set)(?:\s+-[abefimouxE]{1,2})*\s+-[abefimouxE]{3,}(?:\s+-[abefimouxE]+)*
+
+# hit-count: 7 file-count: 5
+# hex runs
+\b[0-9a-fA-F]{16,}\b
+
+# hit-count: 4 file-count: 2
+# kubernetes pod status lists
+# https://kubernetes.io/docs/concepts/workloads/pods/pod-lifecycle/#pod-phase
+\w+(?:-\w+)+\s+\d+/\d+\s+(?:Running|Pending|Succeeded|Failed|Unknown)\s+
+
+# hit-count: 1 file-count: 1
+# integrity
+integrity=(['"])(?:\s*sha\d+-[-a-zA-Z=;:/0-9+]{40,})+\g{-1}
+
+# hit-count: 1 file-count: 1
+# curl arguments
+\b(?:\\n|)curl(?:\.exe|)(?:\s+-[a-zA-Z]{1,2}\b)*(?:\s+-[a-zA-Z]{3,})(?:\s+-[a-zA-Z]+)*
+
+# pom.xml id fields
+<\w+Id>[^<]+</
+
+# Questionably acceptable forms of `in to`
+# Personally, I prefer `log into`, but people object
+# https://www.tprteaching.com/log-into-log-in-to-login/
+\b(?:[Ll]og|[Ss]ign) in to\b
+
+# to opt in
+\bto opt in\b
+
+# acceptable duplicates
+# ls directory listings
+[-bcdlpsw](?:[-r][-w][-SsTtx]){3}[\.+*]?\s+\d+\s+\S+\s+\S+\s+\d+\s+
+# mount
+\bmount\s+-t\s+(\w+)\s+\g{-1}\b
+# C types and repeated CSS values
+\s(auto|center|div|inherit|long|LONG|none|normal|solid|thin|transparent|very)(?: \g{-1})+\s
+# C struct
+\bstruct\s+(\w+)\s+\g{-1}\b
+# go templates
+\s(\w+)\s+\g{-1}\s+\`(?:graphql|inject|json|yaml):
+# doxygen / javadoc / .net
+(?:[\\@](?:brief|groupname|link|t?param|return|retval)|(?:public|private|\[Parameter(?:\(.+\)|)\])(?:\s+(?:static|override|readonly|required|virtual))*)(?:\s+\{\w+\}|)\s+(\w+)\s+\g{-1}\s
+
+# Python package registry has incorrect spelling for macOS / Mac OS X
+"Operating System :: MacOS :: MacOS X"
+
+# Commit message -- Signed-off-by and friends
+^\s*(?:(?:Based-on-patch|Co-authored|Helped|Mentored|Reported|Reviewed|Signed-off)-by|Thanks-to): (?:[^<]*<[^>]*>|[^<]*)\s*$
+
+# Autogenerated revert commit message
+^This reverts commit [0-9a-f]{40}\.$
+
+# ignore long runs of a single character:
+\b([A-Za-z])\g{-1}{3,}\b
+
+# hit-count: 40 file-count: 8
+# Non-English
+[a-zA-Z]*[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź][a-zA-Z]{3}[a-zA-ZÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź]*|[a-zA-Z]{3,}[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź]|[ÀÁÂÃÄÅÆČÇÈÉÊËÌÍÎÏÐÑÒÓÔÕÖØÙÚÛÜÝßàáâãäåæčçèéêëìíîïðñòóôõöøùúûüýÿĀāŁłŃńŅņŒœŚśŠšŜŝŸŽžź][a-zA-Z]{3,}
+(?i)thérèse
+
+# hit-count: 22 file-count: 1
+# ANSI color codes
+(?:\\(?:u00|x)1[Bb]|\x1b|\\u\{1[Bb]\})\[\d+(?:;\d+|)m
+
+# hit-count: 15 file-count: 3
+# base64 encoded content
+([`'"])[-a-zA-Z=;:/0-9+]{3,}=\g{-1}
+
+# hit-count: 11 file-count: 2
+# c99 hex digits (not the full format, just one I've seen)
+0x[0-9a-fA-F](?:\.[0-9a-fA-F]*|)[pP]
+
+# hit-count: 10 file-count: 8
+# IServiceProvider / isAThing
+(?:\b|_)(?:I|isA)(?=(?:[A-Z][a-z]{2,})+(?:[A-Z]|\b))
+
+# hit-count: 6 file-count: 1
+# in check-spelling@v0.0.22+, printf markers aren't automatically consumed
+# printf markers
+(?<!\\)\\[nrt](?=[a-z]{2,})
+
+# hit-count: 6 file-count: 1
+# alternate printf markers if you run into latex and friends
+(?<!\\)\\[nrt](?=[a-z]{2,})(?=.*['"`])
+
+# hit-count: 3 file-count: 3
+# Google APIs
+\b[-a-zA-Z0-9.]*\.googleapis\.com(?:\S*|)
+
+# Jupyter Notebook ID
+"id":\s*"[a-zA-Z0-9_-]{4,36}"
+
+# Embedded Images
+[A-Za-z0-9+\/=-]{10,}
+
+# While you could try to match `http://` and `https://` by using `s?` in `https?://`, sometimes there
+# YouTube url
+\b(?:(?:www\.|)youtube\.com|youtu.be)/(?:channel/|embed/|user/|playlist\?list=|watch\?v=|v/|)[-a-zA-Z0-9?&=_%]*
+# YouTube music
+\bmusic\.youtube\.com/youtubei/v1/browse(?:[?&]\w+=[-a-zA-Z0-9?&=_]*)
+# YouTube tag
+<\s*youtube\s+id=['"][-a-zA-Z0-9?_]*['"]
+# YouTube image
+\bimg\.youtube\.com/vi/[-a-zA-Z0-9?&=_]*
+# Google Accounts
+\baccounts.google.com/[-_/?=.:;+%&0-9a-zA-Z]*
+# Google Analytics
+\bgoogle-analytics\.com/collect.[-0-9a-zA-Z?%=&_.~]*
+# Google APIs
+\bgoogleapis\.(?:com|dev)/[a-z]+/(?:v\d+/|)[a-z]+/[-@:./?=\w+|&]+
+# Google Storage
+\b[-a-zA-Z0-9.]*\bstorage\d*\.googleapis\.com(?:/\S*|)
+# Google Calendar
+\bcalendar\.google\.com/calendar(?:/u/\d+|)/embed\?src=[@./?=\w&%]+
+\w+\@group\.calendar\.google\.com\b
+# Google DataStudio
+\bdatastudio\.google\.com/(?:(?:c/|)u/\d+/|)(?:embed/|)(?:open|reporting|datasources|s)/[-0-9a-zA-Z]+(?:/page/[-0-9a-zA-Z]+|)
+# The leading `/` here is as opposed to the `\b` above
+# ... a short way to match `https://` or `http://` since most urls have one of those prefixes
+# Google Docs
+/docs\.google\.com/[a-z]+/(?:ccc\?key=\w+|(?:u/\d+|d/(?:e/|)[0-9a-zA-Z_-]+/)?(?:edit\?[-\w=#.]*|/\?[\w=&]*|))
+# Google Drive
+\bdrive\.google\.com/(?:file/d/|open)[-0-9a-zA-Z_?=]*
+# Google Groups
+\bgroups\.google\.com(?:/[a-z]+/(?:#!|)[^/\s"]+)*
+# Google Maps
+\bmaps\.google\.com/maps\?[\w&;=]*
+# Google themes
+themes\.googleusercontent\.com/static/fonts/[^/\s"]+/v\d+/[^.]+.
+# Google CDN
+\bclients2\.google(?:usercontent|)\.com[-0-9a-zA-Z/.]*
+# Goo.gl
+/goo\.gl/[a-zA-Z0-9]+
+# Google Chrome Store
+\bchrome\.google\.com/webstore/detail/[-\w]*(?:/\w*|)
+# Google Books
+\bgoogle\.(?:\w{2,4})/books(?:/\w+)*\?[-\w\d=&#.]*
+# Google Fonts
+\bfonts\.(?:googleapis|gstatic)\.com/[-/?=:;+&0-9a-zA-Z]*
+# Google Forms
+\bforms\.gle/\w+
+# Google Scholar
+\bscholar\.google\.com/citations\?user=[A-Za-z0-9_]+
+# Google Colab Research Drive
+\bcolab\.research\.google\.com/drive/[-0-9a-zA-Z_?=]*
+
+# GitHub SHAs (api)
+\bapi.github\.com/repos(?:/[^/\s"]+){3}/[0-9a-f]+\b
+# GitHub SHAs (markdown)
+(?:\[`?[0-9a-f]+`?\]\(https:/|)/(?:www\.|)github\.com(?:/[^/\s"]+){2,}(?:/[^/\s")]+)(?:[0-9a-f]+(?:[-0-9a-zA-Z/#.]*|)\b|)
+# GitHub SHAs
+\bgithub\.com(?:/[^/\s"]+){2}[@#][0-9a-f]+\b
+# GitHub SHA refs
+\[([0-9a-f]+)\]\(https://(?:www\.|)github.com/[-\w]+/[-\w]+/commit/\g{-1}[0-9a-f]*
+# GitHub wiki
+\bgithub\.com/(?:[^/]+/){2}wiki/(?:(?:[^/]+/|)_history|[^/]+(?:/_compare|)/[0-9a-f.]{40,})\b
+# githubusercontent
+/[-a-z0-9]+\.githubusercontent\.com/[-a-zA-Z0-9?&=_\/.]*
+# githubassets
+\bgithubassets.com/[0-9a-f]+(?:[-/\w.]+)
+# gist github
+\bgist\.github\.com/[^/\s"]+/[0-9a-f]+
+# git.io
+\bgit\.io/[0-9a-zA-Z]+
+# GitHub JSON
+"node_id": "[-a-zA-Z=;:/0-9+_]*"
+
+# GHSA
+GHSA(?:-[0-9a-z]{4}){3}
+
+# Twitter/X links
+\b(twitter|x)\.com[\w/]+\b
+
+# Hugging Face links
+\bhuggingface.co[\w\./-]+\b
+
+# GitHub actions
+\buses:\s+[-\w.]+/[-\w./]+@[-\w.]+
+
+# GitLab commit
+\bgitlab\.[^/\s"]*/\S+/\S+/commit/[0-9a-f]{7,16}#[0-9a-f]{40}\b
+# GitLab merge requests
+\bgitlab\.[^/\s"]*/\S+/\S+/-/merge_requests/\d+/diffs#[0-9a-f]{40}\b
+# GitLab uploads
+\bgitlab\.[^/\s"]*/uploads/[-a-zA-Z=;:/0-9+]*
+# GitLab commits
+\bgitlab\.[^/\s"]*/(?:[^/\s"]+/){2}commits?/[0-9a-f]+\b
+
+# Truncated outputs in Jupyter Notebooks
+[A-Za-z]+\.\.\.
+
+# mailto urls
+mailto:[-a-zA-Z=;:/?%&0-9+@._]{3,}
@@ -0,0 +1,11 @@
+^attache$
+^bellow$
+benefitting
+occurences?
+^dependan.*
+^oer$
+Sorce
+^[Ss]pae.*
+^untill$
+^untilling$
+^wether.*
@@ -0,0 +1,2 @@
+[flake8]
+extend-ignore = E501
@@ -0,0 +1,15 @@
+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"
+    ]
@@ -0,0 +1,4 @@
+{
+  "id-class-value": false,
+  "attr-lowercase": false
+}
@@ -0,0 +1,25 @@
+{
+  "threshold": 3,
+  "reporters": ["html", "markdown"],
+  "ignore": [
+    "**/node_modules/**",
+    "**/.git/**",
+    "**/.rbenv/**",
+    "**/.venv/**",
+    "**/*cache*/**",
+    "**/*.json",
+    "**/*.yaml",
+    "**/*.yml",
+    "**/*.md",
+    "**/*.html",
+    "**/*.xml",
+    "**/*.jpg",
+    "**/*.png",
+    "**/*.svg",
+    "**/*.zip",
+    "**/*.bin",
+    "**/noxfile.py",
+    "**/quickbot/**/*.*",
+    "**/.nox/**"
+  ]
+}
@@ -0,0 +1,11 @@
+[flake8]
+ignore = ["E501", "E402"]
+
+[mypy]
+ignore_missing_imports = true  # Effectively ignores "import-not-found"
+
+[pylint]
+disable = ["line-too-long", "missing-module-docstring", "import-error", "wrong-import-position", "ungrouped-imports"]
+
+[ruff]
+ignore = ["E402"]
@@ -0,0 +1,2 @@
+no-inline-html: false
+line-length: false
@@ -0,0 +1,18 @@
+[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
@@ -0,0 +1,2 @@
+[MESSAGES CONTROL]
+disable=E0401,C0301,R0903,R1710,C0114,R0915,W1514,W1203,I1101
@@ -0,0 +1,12 @@
+[sqlfluff]
+
+dialect = bigquery
+templater = placeholder
+
+exclude_rules = CV06, RF05
+
+[sqlfluff:templater:placeholder]
+param_style = question_mark
+
+[sqlfluff:indentation]
+tab_space_size = 2
@@ -0,0 +1,12 @@
+{
+    "rules": {
+      "terminology": {
+        "defaultTerms": true, 
+        "exclude": [
+          "README",
+          "VS Code",
+          "website"
+        ]
+      }
+    }
+}
@@ -0,0 +1,29 @@
+name: Assign Issue
+
+on:
+  issues:
+    types: [opened, edited]
+
+jobs:
+  assign:
+    runs-on: ubuntu-latest
+    permissions:
+      issues: write
+
+    steps:
+      - name: Checkout Repository
+        uses: actions/checkout@v6
+
+      - name: Set up Python
+        uses: actions/setup-python@v6
+        with:
+          python-version: "3.x"
+
+      - name: Install Dependencies
+        run: |
+          python -m pip install --upgrade PyGithub
+
+      - name: Assign Issue
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: python .github/workflows/issue_assigner/assign_issue.py
@@ -0,0 +1,93 @@
+"""Assigns the issue based on who created the file mentioned."""
+
+# pylint: disable=line-too-long,too-many-arguments
+import base64
+import json
+import os
+import re
+
+from github import Github
+
+
+def get_issue_number(event_path: str) -> int:
+    """Retrieves the issue number from GitHub event data."""
+    # Load event data
+    with open(event_path, encoding="utf-8") as f:
+        event_data = json.load(f)
+
+    # Determine the issue number based on the event
+    if "issue" in event_data:
+        return int(event_data["issue"]["number"])
+
+    raise ValueError("Unable to determine issue number from event data.")
+
+
+def main() -> None:
+    """Gets filename mentioned in issue, finds author username in file, assigns issue to user."""
+    # Get GitHub token and repository details
+    repo_name = os.getenv("GITHUB_REPOSITORY", "")
+    token = os.getenv("GITHUB_TOKEN")
+    issue_number = get_issue_number(os.getenv("GITHUB_EVENT_PATH", ""))
+
+    g = Github(token)
+    repo = g.get_repo(repo_name)
+    issue = repo.get_issue(number=issue_number)
+
+    # Regex to find any file with an extension
+    file_match = re.search(r"\b([\w-]+\.[\w]+)\b", issue.body, re.IGNORECASE)
+
+    if not file_match:
+        print("No file found in issue.")
+        return
+
+    file_name = file_match.group(1)
+    result = g.search_code(f"repo:{repo_name} filename:{file_name}")
+
+    if result.totalCount == 0:
+        result = g.search_code(f"repo:{repo_name} {file_name}")
+        if result.totalCount == 0:
+            print(f"No files found for {file_name}")
+            return
+
+    file_path = result[0].path
+
+    # Get the commits for the file
+    commits = repo.get_commits(path=file_path)
+
+    # Try to get the author of the first commit
+    if commits.totalCount > 0:
+        # The last commit in the list is the first commit
+        first_commit = commits[commits.totalCount - 1]
+        if first_commit.author:
+            username = first_commit.author.login
+            print(
+                f"Assigning {username} to Issue #{issue_number} for File {file_path} based on the first commit."
+            )
+            issue.add_to_assignees(username)
+            return
+
+    # If the file is a notebook and the first commit author wasn't found,
+    # check the notebook metadata as a fallback.
+    if file_name.endswith(".ipynb"):
+        print(
+            "Could not determine the first commit author, checking the notebook metadata."
+        )
+        file_content_encoded = repo.get_contents(file_path).content
+        file_content = str(base64.b64decode(file_content_encoded))[:10000]
+        match = re.search(
+            r"Author.+https://github\.com/([^/\)]+)", file_content, flags=re.DOTALL
+        )
+
+        if match:
+            username = match.group(1)
+            print(
+                f"Assigning {username} to Issue #{issue_number} for File {file_path} based on notebook metadata."
+            )
+            issue.add_to_assignees(username)
+            return
+
+    print(f"No User Found for {file_name}")
+
+
+if __name__ == "__main__":
+    main()
@@ -0,0 +1,25 @@
+name: Links
+
+on:
+  repository_dispatch:
+  workflow_dispatch:
+  schedule:
+    - cron: "00 18 * * *"
+
+jobs:
+  linkChecker:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Link Checker
+        id: lychee
+        uses: lycheeverse/lychee-action@v2
+
+      - name: Create Issue From File
+        if: env.lychee_exit_code != 0
+        uses: peter-evans/create-issue-from-file@v5
+        with:
+          title: Link Checker Report
+          content-filepath: ./lychee/out.md
+          labels: report, automated issue
@@ -0,0 +1,66 @@
+#################################
+#################################
+## Super Linter GitHub Actions ##
+#################################
+#################################
+name: Lint Code Base
+
+#
+# Documentation:
+# https://docs.github.com/en/actions/learn-github-actions/workflow-syntax-for-github-actions
+#
+
+#############################
+# Start the job on all push #
+#############################
+on:
+  pull_request:
+    branches: [main]
+
+###############
+# Set the Job #
+###############
+jobs:
+  build:
+    # Name the Job
+    name: Lint Code Base
+    # Set the agent to run on
+    runs-on: ubuntu-latest
+
+    ##################
+    # Load all steps #
+    ##################
+    steps:
+      ##########################
+      # Checkout the code base #
+      ##########################
+      - name: Checkout Code
+        uses: actions/checkout@v6
+        with:
+          # Full git history is needed to get a proper list of changed files within `super-linter`
+          fetch-depth: 0
+
+      ################################
+      # Run Linter against code base #
+      ################################
+      - name: Lint Code Base
+        uses: super-linter/super-linter/slim@v7
+        env:
+          DEFAULT_BRANCH: main
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          FILTER_REGEX_EXCLUDE: "^(.github/|gemini/sample-apps/finance-advisor-spanner/|gemini/sample-apps/quickbot/).*"
+          LOG_LEVEL: WARN
+          SHELLCHECK_OPTS: -e SC1091 -e 2086
+          VALIDATE_ALL_CODEBASE: false
+          VALIDATE_PYTHON_PYINK: false
+          VALIDATE_PYTHON_ISORT: false
+          VALIDATE_PYTHON_BLACK: false
+          VALIDATE_CHECKOV: false
+          VALIDATE_JAVASCRIPT_STANDARD: false
+          VALIDATE_TYPESCRIPT_STANDARD: false
+          VALIDATE_JUPYTER_NBQA_FLAKE8: false
+          VALIDATE_JUPYTER_NBQA_PYLINT: false
+          VALIDATE_JUPYTER_NBQA_ISORT: false
+          VALIDATE_JUPYTER_NBQA_MYPY: false
+          VALIDATE_JUPYTER_NBQA_BLACK: false
+          VALIDATE_JSCPD: false
@@ -0,0 +1,156 @@
+name: Check Spelling
+
+# Comment management is handled through a secondary job, for details see:
+# https://github.com/check-spelling/check-spelling/wiki/Feature%3A-Restricted-Permissions
+#
+# `jobs.comment-push` runs when a push is made to a repository and the `jobs.spelling` job needs to make a comment
+#   (in odd cases, it might actually run just to collapse a comment, but that's fairly rare)
+#   it needs `contents: write` in order to add a comment.
+#
+# `jobs.comment-pr` runs when a pull_request is made to a repository and the `jobs.spelling` job needs to make a comment
+#   or collapse a comment (in the case where it had previously made a comment and now no longer needs to show a comment)
+#   it needs `pull-requests: write` in order to manipulate those comments.
+
+# Updating pull request branches is managed via comment handling.
+# For details, see: https://github.com/check-spelling/check-spelling/wiki/Feature:-Update-expect-list
+#
+# These elements work together to make it happen:
+#
+# `on.issue_comment`
+#   This event listens to comments by users asking to update the metadata.
+#
+# `jobs.update`
+#   This job runs in response to an issue_comment and will push a new commit
+#   to update the spelling metadata.
+#
+# `with.experimental_apply_changes_via_bot`
+#   Tells the action to support and generate messages that enable it
+#   to make a commit to update the spelling metadata.
+#
+# `with.ssh_key`
+#   In order to trigger workflows when the commit is made, you can provide a
+#   secret (typically, a write-enabled github deploy key).
+#
+#   For background, see: https://github.com/check-spelling/check-spelling/wiki/Feature:-Update-with-deploy-key
+
+# Sarif reporting
+#
+# Access to Sarif reports is generally restricted (by GitHub) to members of the repository.
+#
+# Requires enabling `security-events: write`
+# and configuring the action with `use_sarif: 1`
+#
+#   For information on the feature, see: https://github.com/check-spelling/check-spelling/wiki/Feature:-Sarif-output
+
+# Minimal workflow structure:
+#
+# on:
+#   push:
+#     ...
+#   pull_request_target:
+#     ...
+# jobs:
+#   # you only want the spelling job, all others should be omitted
+#   spelling:
+#     # remove `security-events: write` and `use_sarif: 1`
+#     # remove `experimental_apply_changes_via_bot: 1`
+#     ... otherwise adjust the `with:` as you wish
+
+on:
+  pull_request:
+    branches:
+      - "**"
+    types:
+      - "opened"
+      - "reopened"
+      - "synchronize"
+
+jobs:
+  spelling:
+    name: Check Spelling
+    permissions:
+      contents: read
+      actions: read
+      security-events: write
+    outputs:
+      followup: ${{ steps.spelling.outputs.followup }}
+    runs-on: ubuntu-latest
+    if: ${{ contains(github.event_name, 'pull_request') || github.event_name == 'push' }}
+    concurrency:
+      group: spelling-${{ github.event.pull_request.number || github.ref }}
+      # note: If you use only_check_changed_files, you do not want cancel-in-progress
+      cancel-in-progress: false
+    steps:
+      - name: check-spelling
+        id: spelling
+        uses: check-spelling/check-spelling@main
+        with:
+          suppress_push_for_open_pull_request: ${{ github.actor != 'dependabot[bot]' && 1 }}
+          checkout: true
+          check_file_names: 1
+          spell_check_this: check-spelling/spell-check-this@main
+          post_comment: 0
+          use_magic_file: 1
+          report-timing: 1
+          warnings: bad-regex,binary-file,deprecated-feature,ignored-expect-variant,large-file,limited-references,no-newline-at-eof,noisy-file,non-alpha-in-dictionary,token-is-substring,unexpected-line-ending,whitespace-in-dictionary,minified-file,unsupported-configuration,no-files-to-check,unclosed-block-ignore-begin,unclosed-block-ignore-end
+          experimental_apply_changes_via_bot: 1
+          dictionary_source_prefixes: '{"cspell": "https://raw.githubusercontent.com/streetsidesoftware/cspell-dicts/main/dictionaries/"}'
+          extra_dictionaries: |
+            cspell:aws/dict/aws.txt
+            cspell:bash/samples/bash-words.txt
+            cspell:companies/dict/companies.txt
+            cspell:css/dict/css.txt
+            cspell:data-science/dict/data-science-models.txt
+            cspell:data-science/dict/data-science.txt
+            cspell:data-science/dict/data-science-tools.txt
+            cspell:dart/src/dart.txt
+            cspell:de_DE/src/German_de_DE.dic
+            cspell:django/requirements.txt
+            cspell:django/dict/django.txt
+            cspell:docker/src/docker-words.txt
+            cspell:en_shared/dict/acronyms.txt
+            cspell:en_shared/dict/shared-additional-words.txt
+            cspell:en_GB/en_GB.trie
+            cspell:en_US/en_US.trie
+            cspell:filetypes/src/filetypes.txt
+            cspell:flutter/src/flutter.txt
+            cspell:fonts/dict/fonts.txt
+            cspell:fr_FR/fr-fr.trie
+            cspell:fullstack/dict/fullstack.txt
+            cspell:golang/dict/go.txt
+            cspell:google/dict/google.txt
+            cspell:html/dict/html.txt
+            cspell:it_IT/dict/it-it.trie
+            cspell:java/src/java.txt
+            cspell:k8s/dict/k8s.txt
+            cspell:mnemonics/dict/mnemonics.txt
+            cspell:monkeyc/src/monkeyc_keywords.txt
+            cspell:node/dict/node.txt
+            cspell:npm/dict/npm.txt
+            cspell:people-names/dict/people-names.txt
+            cspell:php/dict/php.txt
+            cspell:python/dict/python.txt
+            cspell:python/dict/python-common.txt
+            cspell:shell/dict/shell-all-words.txt
+            cspell:software-terms/dict/softwareTerms.txt
+            cspell:software-terms/dict/webServices.txt
+            cspell:sql/src/common-terms.txt
+            cspell:sql/src/sql.txt
+            cspell:sql/src/tsql.txt
+            cspell:svelte/dict/svelte.txt
+            cspell:terraform/dict/terraform.txt
+            cspell:typescript/dict/typescript.txt
+          check_extra_dictionaries:
+            cspell:cryptocurrencies/dict/cryptocurrencies.txt
+            cspell:gaming-terms/dict/gaming-terms.txt
+            cspell:latex/dict/latex.txt
+            cspell:public-licenses/src/additional-licenses.txt
+            cspell:public-licenses/src/generated/public-licenses.txt
+          ignore-pattern: "[^'a-záéíóúñçüA-ZÁÉÍÓÚÑÇÜ]"
+          upper-pattern: "[A-ZÁÉÍÓÚÑÇÜ]"
+          lower-pattern: "[a-záéíóúñçü]"
+          not-lower-pattern: "[^a-záéíóúñçü]"
+          not-upper-or-lower-pattern: "[^A-ZÁÉÍÓÚÑÇÜa-záéíóúñçü]"
+          punctuation-pattern: "'"
+          only_check_changed_files: true
+          longest_word: "10"