{"id":18398654,"url":"https://github.com/mongodb-developer/google-cloud-sentiment-chef","last_synced_at":"2025-04-07T05:33:28.155Z","repository":{"id":230127173,"uuid":"656606292","full_name":"mongodb-developer/Google-Cloud-Sentiment-Chef","owner":"mongodb-developer","description":"Sentiment Analysis, Summarization, Tagging with MongoDB Atlas and Gemini — Google Cloud's AI model","archived":false,"fork":false,"pushed_at":"2024-06-20T08:55:20.000Z","size":211,"stargazers_count":12,"open_issues_count":0,"forks_count":4,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-03-22T14:02:13.676Z","etag":null,"topics":["gemini","gemini-pro","gemini-pro-vision","mongodb","mongodb-atlas","multimodal-sentiment-analysis"],"latest_commit_sha":null,"homepage":"","language":"TypeScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mongodb-developer.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2023-06-21T09:24:00.000Z","updated_at":"2024-07-23T06:48:18.000Z","dependencies_parsed_at":null,"dependency_job_id":"38cef689-f9f7-4dd8-9752-c79b42e454c8","html_url":"https://github.com/mongodb-developer/Google-Cloud-Sentiment-Chef","commit_stats":null,"previous_names":["mongodb-developer/google-cloud-sentiment-analysis-summarization","mongodb-developer/google-cloud-sentiment-chef"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mongodb-developer%2FGoogle-Cloud-Sentiment-Chef","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mongodb-developer%2FGoogle-Cloud-Sentiment-Chef/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mongodb-developer%2FGoogle-Cloud-Sentiment-Chef/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mongodb-developer%2FGoogle-Cloud-Sentiment-Chef/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mongodb-developer","download_url":"https://codeload.github.com/mongodb-developer/Google-Cloud-Sentiment-Chef/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247601377,"owners_count":20964861,"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":["gemini","gemini-pro","gemini-pro-vision","mongodb","mongodb-atlas","multimodal-sentiment-analysis"],"created_at":"2024-11-06T02:23:39.195Z","updated_at":"2025-04-07T05:33:27.475Z","avatar_url":"https://github.com/mongodb-developer.png","language":"TypeScript","readme":"# Generative AI Sentiment Analysis and Summarization\n\nThis is a demo of a sentiment analysis, tagging, and summarization Gemini — Google's next-generation AI model. \n\n## Quickstart\n\n### Google Cloud setup\nCreate two public 2nd generation Cloud Functions with the following implementations.\n\n  1. [Analyze sentiment Google Cloud Function](./google-cloud-functions/analyze-sentiment/)\n  1. [Summarize reviews Google Cloud Function](./google-cloud-functions/summarize-review-sentiment/)\n\nTake a note of the deployed functions' URLs. You will need them later.\n\n### MongoDB Atlas setup\n\n  1. Create a [free MongoDB Atlas account](https://mongodb.com/try?utm_campaign=devrel\u0026utm_source=google.cloud\u0026utm_medium=github\u0026utm_content=sentiment.chef\u0026utm_term=stanimira.vlaeva).\n  1. Database cluster\n    - Deploy a new MongoDB database cluster in your Atlas account. You can use the free M0 tier for this demo.\n    - Load the sample dataset.\n  1. Data API\n    - Enable the Data API for your newly deployed cluster.\n    - Set the `readAll` data access rule for the `sample_restaurants.restaurants` collection.\n  1. Atlas Functions\n    - Create two new Atlas Functions with the following implementations. Replace the URL placeholders with the URls of the deployed Google Cloud Functions.\n      - [Analyze sentiment Atlas Function](./atlas-app-services/functions/Atlas_Triggers_analyzeReviewSentiment_1686394580.js)\n      - [Summarize reviews Atlas Function](./atlas-app-services/functions/Atlas_Triggers_summarizeReviewsSentiment_1686475894.js)\n  1. Atlas Triggers\n    - Create two new Atlas Triggers with the following configuration.\n      - [Analyze sentiment Atlas Trigger](./atlas-app-services/triggers/analyzeReviewSentiment.json)\n      - [Summarize reviews Atlas Trigger](./atlas-app-services/triggers/summarizeReviewsSentiment.json)\n\n## Contributors ✨\n\n\u003c!-- prettier-ignore-start --\u003e\n\u003c!-- markdownlint-disable --\u003e\n\u003ctable\u003e\n  \u003ctr\u003e\n    \u003ctd align=\"center\"\u003e\n        \u003ca href=\"https://twitter.com/StanimiraVlaeva\"\u003e\n            \u003cimg src=\"https://pbs.twimg.com/profile_images/1645826266770055168/SS9kFxoJ_400x400.jpg\" width=\"100px;\" alt=\"\"/\u003e\u003cbr /\u003e\n            \u003csub\u003e\u003cb\u003eStanimira Vlaeva\u003c/b\u003e\u003c/sub\u003e\n        \u003c/a\u003e\u003cbr /\u003e\n    \u003c/td\u003e\n  \u003c/tr\u003e\n\u003c/table\u003e\n\n\u003c!-- markdownlint-restore --\u003e\n\u003c!-- prettier-ignore-end --\u003e\n\n## Disclaimer\n\nUse at your own risk; not a supported MongoDB product\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmongodb-developer%2Fgoogle-cloud-sentiment-chef","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmongodb-developer%2Fgoogle-cloud-sentiment-chef","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmongodb-developer%2Fgoogle-cloud-sentiment-chef/lists"}