{"id":30181352,"url":"https://github.com/pratham-jaiswal/agentic-rag","last_synced_at":"2025-09-07T10:31:05.539Z","repository":{"id":303610285,"uuid":"1016080798","full_name":"pratham-jaiswal/agentic-rag","owner":"pratham-jaiswal","description":"An agentic RAG system made with FastAPI, Langchain, Langgraph, Fiass, Unstructured, \u0026 Vite","archived":false,"fork":false,"pushed_at":"2025-07-11T19:07:26.000Z","size":267,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-08-12T08:48:31.422Z","etag":null,"topics":["agentic-rag","faiss","fastapi","langchain","langgraph","vite","vite-react"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/pratham-jaiswal.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,"zenodo":null}},"created_at":"2025-07-08T13:10:11.000Z","updated_at":"2025-07-15T16:19:29.000Z","dependencies_parsed_at":"2025-07-08T14:32:44.966Z","dependency_job_id":"55623251-71e5-49e8-bf6c-c9e78c879a81","html_url":"https://github.com/pratham-jaiswal/agentic-rag","commit_stats":null,"previous_names":["pratham-jaiswal/agentic-rag"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/pratham-jaiswal/agentic-rag","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pratham-jaiswal%2Fagentic-rag","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pratham-jaiswal%2Fagentic-rag/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pratham-jaiswal%2Fagentic-rag/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pratham-jaiswal%2Fagentic-rag/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pratham-jaiswal","download_url":"https://codeload.github.com/pratham-jaiswal/agentic-rag/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pratham-jaiswal%2Fagentic-rag/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274026687,"owners_count":25209739,"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":"2025-09-07T02:00:09.463Z","response_time":67,"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":["agentic-rag","faiss","fastapi","langchain","langgraph","vite","vite-react"],"created_at":"2025-08-12T08:34:38.564Z","updated_at":"2025-09-07T10:31:05.495Z","avatar_url":"https://github.com/pratham-jaiswal.png","language":"JavaScript","funding_links":["https://www.patreon.com/c/maxxdevs/membership"],"categories":[],"sub_categories":[],"readme":"# Agentic RAG\n\nThis is a Agentic RAG web app. This indexes the PDF text and images using a vector database (FIASS), only via backend. Then, it allows users to query the knowledge base using natural language. The application uses OpenAI's GPT model to process the queries and return relevant information from the knowledge base, using an agentic approach to retrieve and generate responses.\n\n![Codefactor](https://img.shields.io/codefactor/grade/github/pratham-jaiswal/agentic-rag?style=flat\u0026label=Code%20Quality\u0026labelColor=%23201f31)\n![GitHub License](https://img.shields.io/github/license/pratham-jaiswal/agentic-rag?style=flat\u0026label=License\u0026labelColor=%23201f31)\n\n## Get Started\n\n- Clone the repository: `git clone https://github.com/pratham-jaiswal/agentic-rag.git`.\n- Navigate to the project directory: `cd agentic-rag`.\n- Check the `README.md` file in [backend](https://github.com/pratham-jaiswal/agentic-rag/blob/main/backend/README.md) and [frontend](https://github.com/pratham-jaiswal/agentic-rag/blob/main/frontend/README.md) directories for specific instructions on how to set up the backend and frontend.\n\n## Screenshots\n\n\u003cimg src=\"https://file.garden/aATRZRm2KRQR_hmq/Agentic%20RAG/12072025/home.png\" width=\"600\"\u003e\n\u003cimg src=\"https://file.garden/aATRZRm2KRQR_hmq/Agentic%20RAG/12072025/nochat.png\" width=\"600\"\u003e\n\u003cimg src=\"https://file.garden/aATRZRm2KRQR_hmq/Agentic%20RAG/12072025/chat.png\" width=\"600\"\u003e\n\u003cimg src=\"https://file.garden/aATRZRm2KRQR_hmq/Agentic%20RAG/12072025/chat_image.png\" width=\"600\"\u003e\n\n## License\n\nThis project is licensed under the [MIT License](https://github.com/pratham-jaiswal/agentic-rag/blob/main/LICENSE).\n\n## Support\n\nYour support helps keep projects alive and growing — and you get rewarded with exclusive early access 🚀\n\n\u003ca href=\"https://www.patreon.com/c/maxxdevs/membership\"\u003e\u003cimg width=\"200px\" src=\"https://res.cloudinary.com/dhzmockpa/image/upload/v1745678642/PATREON_Lockup_Horizontal_BLACK_RGB_rgl86v.svg\" alt=\"Patreon\" /\u003e\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpratham-jaiswal%2Fagentic-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpratham-jaiswal%2Fagentic-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpratham-jaiswal%2Fagentic-rag/lists"}