{"id":13598464,"url":"https://github.com/varunon9/chat-reply-suggestions","last_synced_at":"2025-03-18T06:30:24.292Z","repository":{"id":93827048,"uuid":"137928328","full_name":"varunon9/chat-reply-suggestions","owner":"varunon9","description":"Auto reply suggestions to chat messages/emails (like gmail and linkedin) built using rasa_nlu framework.","archived":false,"fork":false,"pushed_at":"2018-06-20T17:22:23.000Z","size":675,"stargazers_count":15,"open_issues_count":1,"forks_count":2,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-16T17:39:04.448Z","etag":null,"topics":["chat-reply","chatbot","nlp","rasa","rasa-nlu"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/varunon9.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-06-19T18:10:39.000Z","updated_at":"2025-02-27T05:11:40.000Z","dependencies_parsed_at":"2023-06-15T06:15:27.760Z","dependency_job_id":null,"html_url":"https://github.com/varunon9/chat-reply-suggestions","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varunon9%2Fchat-reply-suggestions","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varunon9%2Fchat-reply-suggestions/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varunon9%2Fchat-reply-suggestions/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/varunon9%2Fchat-reply-suggestions/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/varunon9","download_url":"https://codeload.github.com/varunon9/chat-reply-suggestions/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244169178,"owners_count":20409676,"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","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":["chat-reply","chatbot","nlp","rasa","rasa-nlu"],"created_at":"2024-08-01T17:00:52.880Z","updated_at":"2025-03-18T06:30:24.283Z","avatar_url":"https://github.com/varunon9.png","language":"JavaScript","funding_links":[],"categories":["JavaScript"],"sub_categories":[],"readme":"# chat-reply-suggestions\nAuto reply suggestions to chat messages/emails built using rasa_nlu framework.\n\n### How to install and train chatbot\n\n1. Make sure you have git, python, virtualenv and npm installed\n2. Clone the repository `git clone https://github.com/varunon9/chat-reply-suggestions.git`\n3. Go to project directory `cd chat-reply-suggestions/`\n4. Create a virtual environment `virtualenv venv`\n5. Activate virtual environment `source venv/bin/activate`\n6. Install Rasa NLU as well as spacy `pip install rasa_nlu[spacy] --default-timeout=100`\n7. Install language model for the english language `python -m spacy download en_core_web_md`\n8. Link to model data `python -m spacy link en_core_web_md en`\n9. Install some additional dependencies `pip install -r requirements.txt`\n10. Place your nlu_data.json file inside data directory (a sample file is provided).\n11. Train the intent models using below command \n12. `python -m rasa_nlu.train --config config_spacy.yml --data data/nlu_data.json --path projects`\n13. Install node dependencies `npm install`\n14. Start nlu server in current terminal `python -m rasa_nlu.server --path projects`\n15. Open another terminal in same project directory (no need to activate virtual environment)\n16. Start the app `node index.js`\n\n### How to improve efficiency\n\n- The above app uses sample data (collected by me) for demo. Bot can be made more efficient by \n  training with more real world data.\n- Currently suggestions are bunch of hardcoded arrays based on intent. Entity recognition can be \n  done and suggestions can be generated on the fly.\n\n## Screenshots\n|  |\n| --- |\n|![Chat suggestions](./screenshots/chat-suggestions.png) |\n\n#### To see working demo on youtube watch this video:\n* https://youtu.be/MCBmbJyoamY\n\n###### For query/issues create Github issue or contact: varunon9@gmail.com  ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvarunon9%2Fchat-reply-suggestions","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvarunon9%2Fchat-reply-suggestions","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvarunon9%2Fchat-reply-suggestions/lists"}