{"id":22999808,"url":"https://github.com/aravind-manoj/semantic-search-engine","last_synced_at":"2025-07-26T20:06:51.859Z","repository":{"id":252623404,"uuid":"840969183","full_name":"aravind-manoj/Semantic-Search-Engine","owner":"aravind-manoj","description":"A simple semantic search engine in Python","archived":false,"fork":false,"pushed_at":"2024-08-11T08:57:39.000Z","size":4,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-02T14:11:12.672Z","etag":null,"topics":["api","backend","huggingface-transformers","python","search-engine","semantic"],"latest_commit_sha":null,"homepage":"","language":"Python","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/aravind-manoj.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":"2024-08-11T08:49:03.000Z","updated_at":"2024-08-11T18:32:26.000Z","dependencies_parsed_at":"2024-08-11T09:54:53.094Z","dependency_job_id":"a6724040-7531-48b0-9007-dd541c79497f","html_url":"https://github.com/aravind-manoj/Semantic-Search-Engine","commit_stats":null,"previous_names":["aravind-manoj/semantic-search-engine"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aravind-manoj/Semantic-Search-Engine","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aravind-manoj%2FSemantic-Search-Engine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aravind-manoj%2FSemantic-Search-Engine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aravind-manoj%2FSemantic-Search-Engine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aravind-manoj%2FSemantic-Search-Engine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aravind-manoj","download_url":"https://codeload.github.com/aravind-manoj/Semantic-Search-Engine/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aravind-manoj%2FSemantic-Search-Engine/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":267224818,"owners_count":24055981,"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","status":"online","status_checked_at":"2025-07-26T02:00:08.937Z","response_time":62,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["api","backend","huggingface-transformers","python","search-engine","semantic"],"created_at":"2024-12-15T06:42:51.597Z","updated_at":"2025-07-26T20:06:51.837Z","avatar_url":"https://github.com/aravind-manoj.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Semantic Search Engine\nThis project is a simple semantic search engine built using the all-mpnet-base-v2 AI model, designed for efficient sentence phrasing and semantic similarity search.\n\n## Features\nSemantic Search: Finds the most semantically similar sentences or phrases to a given query.\nEfficient Encoding: Utilizes the all-mpnet-base-v2 model to encode sentences into dense vectors for comparison.\nPython-Based: Built entirely in Python for easy integration and use.\nInstallation\nTo use this semantic search engine, you'll need to have Python installed. You can install the necessary dependencies using pip:\n```\npip install -r requirements.txt\n```\nNote: Ensure that you have a compatible version of Python (3.7 or higher).\n\n## Usage\nTo use the search engine, simply run the main script with your query:\n```\npython main.py --query \"your search phrase\"\n```\nThe script will return the most semantically similar results based on the all-mpnet-base-v2 model.\n\n## Model\nThis project leverages the all-mpnet-base-v2 model from Hugging Face's Transformers library. This model is known for its efficiency in sentence embedding, making it a great choice for semantic search tasks.\n\n## Contributing\nContributions are welcome! Please fork the repository and submit a pull request with your improvements.\n\n## Acknowledgments\nHugging Face for providing the all-mpnet-base-v2 model.\nThe Python community for their continuous support and contributions to open-source projects.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faravind-manoj%2Fsemantic-search-engine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faravind-manoj%2Fsemantic-search-engine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faravind-manoj%2Fsemantic-search-engine/lists"}