{"id":31936520,"url":"https://github.com/anuj0456/advance_rag_with_images","last_synced_at":"2026-07-17T22:30:56.713Z","repository":{"id":243466939,"uuid":"812329663","full_name":"anuj0456/advance_rag_with_images","owner":"anuj0456","description":"This project leverages SOTA techniques to retrieve relevant information from large datasets and generate coherent, contextually accurate text that includes image data references.","archived":false,"fork":false,"pushed_at":"2024-06-10T04:01:40.000Z","size":304,"stargazers_count":7,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-23T04:58:00.765Z","etag":null,"topics":["chatbot","embeddings","genai","gpt","llm","rag"],"latest_commit_sha":null,"homepage":"","language":"Python","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/anuj0456.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2024-06-08T15:27:00.000Z","updated_at":"2025-10-01T18:12:05.000Z","dependencies_parsed_at":"2024-06-09T06:43:54.851Z","dependency_job_id":"76ffa86d-35e7-417d-8a58-3d9a1b006223","html_url":"https://github.com/anuj0456/advance_rag_with_images","commit_stats":null,"previous_names":["anuj0456/advance_rag_with_images"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/anuj0456/advance_rag_with_images","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anuj0456%2Fadvance_rag_with_images","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anuj0456%2Fadvance_rag_with_images/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anuj0456%2Fadvance_rag_with_images/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anuj0456%2Fadvance_rag_with_images/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/anuj0456","download_url":"https://codeload.github.com/anuj0456/advance_rag_with_images/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anuj0456%2Fadvance_rag_with_images/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35598362,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-17T02:00:06.162Z","response_time":116,"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":["chatbot","embeddings","genai","gpt","llm","rag"],"created_at":"2025-10-14T07:43:12.753Z","updated_at":"2026-07-17T22:30:56.693Z","avatar_url":"https://github.com/anuj0456.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Advanced RAG with Images and Tables\n\ngit clone the application\n```bash\ngit clone https://github.com/anuj0456/advance_rag_with_images.git\n```\n\nInstall the necessary packages\n```bash\npip install -r requirements.txt\n```\n\nSetup before running the app\n```bash\n$ export FLASK_APP=main\n$ export FLASK_ENV=development\n$ flask run\n```\n\nAsk question through postman\n```bash\nhttp://127.0.0.1:5000/qa\n{\n  \"query\": \"What percentage of CPI is dedicated to Housing, and how does it compare to the combined percentage of Medical Care, Apparel, and Other Goods and Services?\"\n}\n```\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanuj0456%2Fadvance_rag_with_images","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanuj0456%2Fadvance_rag_with_images","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanuj0456%2Fadvance_rag_with_images/lists"}