{"id":29417019,"url":"https://github.com/vianneymi/baker","last_synced_at":"2025-07-11T20:09:07.988Z","repository":{"id":238135014,"uuid":"795955578","full_name":"VianneyMI/baker","owner":"VianneyMI","description":"Project demonstrating a TDS  article about structuring unstructured data using LLMs","archived":false,"fork":false,"pushed_at":"2024-12-28T22:04:02.000Z","size":3317,"stargazers_count":11,"open_issues_count":12,"forks_count":3,"subscribers_count":1,"default_branch":"v1","last_synced_at":"2024-12-28T23:17:29.033Z","etag":null,"topics":["data-engineering","data-mining","data-science","langchain","llm","mistralai","pydantic"],"latest_commit_sha":null,"homepage":"https://towardsdatascience.com/the-lesser-known-rising-application-of-llms-775834116477","language":"Jupyter Notebook","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/VianneyMI.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":"2024-05-04T13:58:45.000Z","updated_at":"2024-12-26T16:23:04.000Z","dependencies_parsed_at":"2024-12-19T22:43:48.408Z","dependency_job_id":"ee1ec952-a8ff-44cb-9b10-cb374e5c383a","html_url":"https://github.com/VianneyMI/baker","commit_stats":null,"previous_names":["vianneymi/baker"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/VianneyMI/baker","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VianneyMI%2Fbaker","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VianneyMI%2Fbaker/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VianneyMI%2Fbaker/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VianneyMI%2Fbaker/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VianneyMI","download_url":"https://codeload.github.com/VianneyMI/baker/tar.gz/refs/heads/v1","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VianneyMI%2Fbaker/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":264890087,"owners_count":23678833,"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":["data-engineering","data-mining","data-science","langchain","llm","mistralai","pydantic"],"created_at":"2025-07-11T20:09:02.867Z","updated_at":"2025-07-11T20:09:07.973Z","avatar_url":"https://github.com/VianneyMI.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"#  🥘Baker\n\nThis contains the source code for [Baker](https://github.com/VianneyMI/baker). A tool that allows you to find recipes based on a list of ingredients and a serving size and hopefully helps you avoid food waste.\n\nI wrote an article that explain the backstory of the project [here](https://towardsdatascience.com/transforming-data-into-solutions-building-a-smart-app-with-python-and-ai-c258be3b1fc2).\n\nIn the article, I explain the motivation for the project, the challenges, the development process and the future of the project.\n\n## Installation\n\nIn order to reuse the code or to reproduce the results, you need to install the required libraries. You can install the required libraries by running the following command:\n\n```bash\n\npip install -r requirements.txt\n\n```\n\nor using docker:\n\n```bash\n\ndocker build -t baker .\ndocker run -p 8000:8000 baker\n\n```\n\n## Application Architecture\n\n![Application Architecture](./architecture_diagram.png)\n\n## Contributing\n\nYou can  raise issues or pull requests on the [GitHub repo](https://github.com/VianneyMI/baker/issues) if you have any suggestions or improvements, you can also comment the article on [Towards Data Science](https://towardsdatascience.com/the-lesser-known-rising-application-of-llms-775834116477).\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](https://github.com/VianneyMI/baker/blob/main/LICENSE)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvianneymi%2Fbaker","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvianneymi%2Fbaker","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvianneymi%2Fbaker/lists"}