{"id":13685031,"url":"https://github.com/9elements/awesome-bot","last_synced_at":"2026-02-08T10:30:51.426Z","repository":{"id":138513563,"uuid":"61990198","full_name":"9elements/awesome-bot","owner":"9elements","description":"A curated list of awesome bot and AI packages and resources.","archived":false,"fork":false,"pushed_at":"2016-07-18T11:43:31.000Z","size":10,"stargazers_count":12,"open_issues_count":0,"forks_count":3,"subscribers_count":8,"default_branch":"master","last_synced_at":"2025-07-18T11:51:45.784Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/9elements.png","metadata":{"files":{"readme":"readme.md","changelog":null,"contributing":"contributing.md","funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2016-06-26T13:30:05.000Z","updated_at":"2024-02-19T19:05:17.000Z","dependencies_parsed_at":"2023-03-16T19:15:15.063Z","dependency_job_id":null,"html_url":"https://github.com/9elements/awesome-bot","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/9elements/awesome-bot","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9elements%2Fawesome-bot","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9elements%2Fawesome-bot/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9elements%2Fawesome-bot/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9elements%2Fawesome-bot/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/9elements","download_url":"https://codeload.github.com/9elements/awesome-bot/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/9elements%2Fawesome-bot/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266801295,"owners_count":23986369,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-07-24T02:00:09.469Z","response_time":99,"last_error":null,"robots_txt_status":null,"robots_txt_updated_at":null,"robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-02T14:00:42.417Z","updated_at":"2026-02-08T10:30:49.591Z","avatar_url":"https://github.com/9elements.png","language":null,"readme":"# Awesome Bot\n\nA curated list of awesome bot and AI libraries and resources.\n\n## Language Parsing Tools\n\n### Regular Expressions\n\n- [RegexOne](http://regexone.com/) - Learn regular expressions with simple, interactive exercises.\n- [Regex101](https://regex101.com/) - an online tool for testing regular expressions.\n\n### AIML\n\n- [AIML](http://www.alicebot.org/aiml.html) - Artificial Intelligence Markup Language\n\n### NLP / NLU\n\n#### Concepts\n\n##### Grammar\n\n- **Stemming** is the process of reducing inflected (or sometimes derived) words to their word stem. Porter Stemmer is one of the best known algorithms available in various implementations: [C++](https://tartarus.org/martin/PorterStemmer/), [Python](https://pypi.python.org/pypi/stemming/1.0), [Ruby](https://github.com/aurelian/ruby-stemmer), [Node.js](https://github.com/NaturalNode/natural)\n- **Tokenization** task involves sentence segmentation, word segmentation and boundary disambiguation. [Ruby](https://github.com/arbox/tokenizer)\n\n##### Corpus\n\n- [Lemmatizer](https://github.com/yohasebe/lemmatizer) - Lemmatizer for text in English\n\n##### Parts of Speech\n\n- [POS Tagger](http://nlp.stanford.edu/software/tagger.shtml)\n\n##### Genre\n\n##### Parsing\n##### Inference Engine\n##### Domain\n##### Discourse\n\n#### Libraries\n\n- [Stanford CoreNLP](http://stanfordnlp.github.io/CoreNLP/)\n- [SyntaxNet](https://github.com/tensorflow/models/tree/master/syntaxnet) for [Tensorflow](https://www.tensorflow.org/)\n- [NLTK](http://www.nltk.org/) for Python\n\n### Deep learning\n\n#### Models for NLU\n\n- [LSTM Networks](http://colah.github.io/posts/2015-08-Understanding-LSTMs/)\n\n#### Methods for measuring performance\n\n- [Perplexity](https://www.youtube.com/watch?v=OHyVNCvnsTo)\n\n#### Training data\n\n- [Reddit Database](https://www.reddit.com/r/datasets/comments/3bxlg7/i_have_every_publicly_available_reddit_comment/)\n\n## Knowledge Base\n\n## Context Management\n\n## Answer Generation\n\n## Platforms\n\n### Facebook Messenger\n\n- [Facebook Messenger](https://developers.facebook.com/products/messenger/)\n- [Slack Bot Platform](https://api.slack.com/bot-users)\n- [Discord](https://blog.discordapp.com/the-robot-revolution-has-unofficially-begun/)\n- [Telegram](https://core.telegram.org/bots/api)\n- [Kik](https://dev.kik.com/)\n\n#### Libraries\n\n- [BotKit](https://howdy.ai/botkit/) is a Node.js library for creating Slack bots.\n\n## Design\n\n- [Facebook Messenger UI Kit for Sketch](http://www.sketchappsources.com/free-source/1952-facebook-messenger-ui-kit-chatbots-sketch-freebie-resource.html)\n\n## Blogposts\n\n- [The Complete Beginner’s Guide To Chatbots](https://chatbotsmagazine.com/the-complete-beginner-s-guide-to-chatbots-8280b7b906ca#.9w41fhku9)\n- [Deep learning for Chatbots Part 1](http://www.wildml.com/2016/04/deep-learning-for-chatbots-part-1-introduction/)\n- [The bot playbook](https://chatbotsmagazine.com/the-bot-playbook-7bb6d181a6a9#.fbtr2m3b3)\n- [Make a conversational bot in Ruby on Rails from scratch.](http://dreamingechoes.github.io/bot/ruby/rails/conversational-bot-ruby-on-rails/)\n\n## Communities\n\n- [botALLY](http://slack.botally.net/) - A Slack community about bots, AI and NLP.\n- [Facebook Messenger Bots](https://www.facebook.com/groups/botsformessenger/) - Facebook group dealing about messenger bots\n\n## FAQ\n\n### Should I use SoundEx to correct spellings?\n\nNo! SoundEx is a very old algorithm which removes too much information from the original word. If you have the computing power do a dictionary search or use an algorithm like [Levenshtein Distance](https://en.wikipedia.org/wiki/Levenshtein_distance).\n\n## Contributing\n\nYour contributions are always welcome! Please read the [contribution guidelines](contributing.md) first.\n\n## Misc (work in Progress)\n\n- https://github.com/pandorabots/rosie\n- http://blog.pandorabots.com/rosie-customizable-base-content/\n","funding_links":[],"categories":["Chatbots"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F9elements%2Fawesome-bot","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F9elements%2Fawesome-bot","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F9elements%2Fawesome-bot/lists"}