{"id":28221080,"url":"https://github.com/visvav/rag-gemini-implementation","last_synced_at":"2025-10-17T14:06:30.956Z","repository":{"id":293035950,"uuid":"982728340","full_name":"VisvaV/RAG-Gemini-Implementation","owner":"VisvaV","description":"A lightweight RAG-based Question Answering System using Sentence-Transformers for semantic retrieval and Google Gemini for natural language generation","archived":false,"fork":false,"pushed_at":"2025-05-13T10:33:51.000Z","size":77,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-21T15:03:41.943Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/VisvaV.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,"zenodo":null}},"created_at":"2025-05-13T10:15:42.000Z","updated_at":"2025-05-13T10:34:39.000Z","dependencies_parsed_at":"2025-05-13T11:44:50.986Z","dependency_job_id":null,"html_url":"https://github.com/VisvaV/RAG-Gemini-Implementation","commit_stats":null,"previous_names":["visvav/rag-gemini-implementation"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VisvaV%2FRAG-Gemini-Implementation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VisvaV%2FRAG-Gemini-Implementation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VisvaV%2FRAG-Gemini-Implementation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VisvaV%2FRAG-Gemini-Implementation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/VisvaV","download_url":"https://codeload.github.com/VisvaV/RAG-Gemini-Implementation/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/VisvaV%2FRAG-Gemini-Implementation/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259066924,"owners_count":22800230,"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":"2025-05-18T05:15:38.287Z","updated_at":"2025-10-17T14:06:25.916Z","avatar_url":"https://github.com/VisvaV.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# RAG-Based Q\u0026A System with Gemini and Sentence-Transformers\n\n# Feautres\n- Input any user query related to your dataset\n- Retrieve top relevant chunks using cosine similarity\n- Generate contextual responses using Gemini\n- Can be used as a chatbot, FAQ assistant, or search helper\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvisvav%2Frag-gemini-implementation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvisvav%2Frag-gemini-implementation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvisvav%2Frag-gemini-implementation/lists"}