{"id":25830406,"url":"https://github.com/duongnguyen-dev/emotiai","last_synced_at":"2025-07-05T19:34:16.668Z","repository":{"id":281206128,"uuid":"940675523","full_name":"duongnguyen-dev/EmotiAI","owner":"duongnguyen-dev","description":"A machine learning platform for Emotion classification problem","archived":false,"fork":false,"pushed_at":"2025-03-24T11:32:27.000Z","size":3824,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-24T12:36:58.291Z","etag":null,"topics":["docker","helm","k8s","nlp","python","sklearn","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Smarty","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/duongnguyen-dev.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":"2025-02-28T15:40:12.000Z","updated_at":"2025-03-24T11:32:31.000Z","dependencies_parsed_at":"2025-03-14T17:27:59.606Z","dependency_job_id":null,"html_url":"https://github.com/duongnguyen-dev/EmotiAI","commit_stats":null,"previous_names":["duongnguyen-dev/emotiai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/duongnguyen-dev/EmotiAI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duongnguyen-dev%2FEmotiAI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duongnguyen-dev%2FEmotiAI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duongnguyen-dev%2FEmotiAI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duongnguyen-dev%2FEmotiAI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/duongnguyen-dev","download_url":"https://codeload.github.com/duongnguyen-dev/EmotiAI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/duongnguyen-dev%2FEmotiAI/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263795091,"owners_count":23512640,"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":["docker","helm","k8s","nlp","python","sklearn","tensorflow"],"created_at":"2025-02-28T19:19:50.159Z","updated_at":"2025-07-05T19:34:16.661Z","avatar_url":"https://github.com/duongnguyen-dev.png","language":"Smarty","funding_links":[],"categories":[],"sub_categories":[],"readme":"# EmotiAI\nEmotion classification based on conversational data\n\n# Overall architecture\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/duongnguyen-dev/EmotiAi/blob/main/assets/overall_architecture.png\" /\u003e\n\u003c/p\u003e\n\n# Prerequisite \n- Install these packages:\n```bash\nbrew install buildpacks/tap/pack\nbrew install postgresql@17\nbrew install minio/stable/mc\nbrew install helm\n```\n- Create a new python environment using conda with python version \u003e= 3.10:\n```bash\nconda create -n emotiai python=3.10\nconda activate emotiai\n```\n- Install required dependencies:\n```bash\npip install -r requirements.txt\npip install -r serving/requirements.txt\npip install -r kserve/requirements.txt\npip install -e .\n```\n\n# Installation and setup\n# Development\n- To run everything locally on Docker desktop for the first time, just run: `make up`.\n- Without build: `make up-without-build`.\n- Down everthing: `make down`.\n- Access Airflow UI: \n- Access MLFlow UI:\n- Access Minio UI:\n- Access Prometheus UI:\n- Access Grafana UI:\n- Access Jaeger UI:\n\n# Cloud deployment \n## Setup Jenkins CI/CD on GCE using Ansible \n- Run this command `make deploy_jenkins` to deploy Jenkins CI/CD on GKE.\n## Setup others services on K8S using Terraform\n1. Run this command `make deploy_k8s`\n2. Go to minio service and create a bucket to store preprocessed data\n```bash\nkubectl exec -it \"REPLACE WITH MINIO POD NAME\"  -- /bin/bash\nmc alias set myminio \"MINIO URL\" \"MINIO ACCESS KEY\" \"MINIO SECRET KEY\"\nmc mb myminio/emotiai\n```\n3. Forward-port PostgresQL and run all scripts in folder `/data`","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fduongnguyen-dev%2Femotiai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fduongnguyen-dev%2Femotiai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fduongnguyen-dev%2Femotiai/lists"}