{"id":23619350,"url":"https://github.com/thewizardofaws/aws-cost-estimator","last_synced_at":"2025-11-07T00:30:58.540Z","repository":{"id":267811281,"uuid":"899681673","full_name":"thewizardofaws/aws-cost-estimator","owner":"thewizardofaws","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-06T19:29:53.000Z","size":690,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-27T19:48:52.828Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"TypeScript","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/thewizardofaws.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-06T19:26:50.000Z","updated_at":"2024-12-06T22:04:41.000Z","dependencies_parsed_at":"2024-12-12T16:18:21.448Z","dependency_job_id":"d4525bec-adc7-42f6-a616-67f76d410195","html_url":"https://github.com/thewizardofaws/aws-cost-estimator","commit_stats":null,"previous_names":["thewizardofaws/aws-cost-estimator"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thewizardofaws%2Faws-cost-estimator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thewizardofaws%2Faws-cost-estimator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thewizardofaws%2Faws-cost-estimator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/thewizardofaws%2Faws-cost-estimator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/thewizardofaws","download_url":"https://codeload.github.com/thewizardofaws/aws-cost-estimator/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239513381,"owners_count":19651323,"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":[],"created_at":"2024-12-27T19:48:55.718Z","updated_at":"2025-11-07T00:30:58.489Z","avatar_url":"https://github.com/thewizardofaws.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AWS Cost Estimator Widget and Extension\n\nThis project aims to develop a Chrome extension and web widget that utilizes AI to provide real-time cost estimates and optimization recommendations for AWS services.\n\n## Purpose\n\nThis application will empower users to:\n\n* **Gain accurate and immediate cost estimates:** Users can input their AWS resource configurations (e.g., instance types, storage sizes) and receive cost estimates based on real-time pricing data.\n* **Benefit from personalized cost optimization advice:** Employing a large language model (LLM), the app will analyze user input and suggest cost-saving strategies like rightsizing instances and utilizing cheaper services.\n* **Ask questions about AWS services naturally:** Users can pose questions in plain language regarding AWS services, pricing, and best practices, and receive informative answers from the LLM.\n\n## Technology Stack\n\n* **Programming Language:** Python\n* **Backend:** AWS Lambda\n* **API Gateway:**  For exposing backend functionality to the widget and extension\n* **Database:** Datastax Astra DB (NoSQL database)\n* **AI Framework:** LangChain (for integrating LLM and database)\n* **LLM:** OpenAI GPT-3 (or another suitable LLM)\n\n## Platform\n\n* Chrome Extension\n* Web Widget\n\n## Getting Started\n\nThis project requires familiarity with Python, AWS services, and basic knowledge of AI concepts. \n\nHere are some initial steps to get started:\n\n1. **Set up AWS account:** Create an AWS account if you don't have one already.\n2. **Install Python and Libraries:** Install Python 3.x and required libraries like `requests` (for API calls), `boto3` (AWS SDK for Python), and the LangChain library.\n3. **Obtain LLM API Keys:** Acquire API keys for your chosen LLM (e.g., OpenAI GPT-3).\n4. **Clone the Project Repository (if applicable):** If you're using a version control system like Git, clone the project repository to your local machine.\n\n## Additional Notes\n\n* This README is a starting point, and detailed instructions will be added as development progresses.\n* Specific libraries and configurations will be documented in the code itself.\n* Security considerations, such as user authentication and data encryption, will be addressed during development.\n\nThis project aims to provide a user-friendly and intelligent tool for AWS cost management. Feel free to contribute to this project by submitting issues, suggesting features, or participating in the development process.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthewizardofaws%2Faws-cost-estimator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fthewizardofaws%2Faws-cost-estimator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fthewizardofaws%2Faws-cost-estimator/lists"}