{"id":22120495,"url":"https://github.com/vansh-khaneja/chat-multiple-docs-indexify","last_synced_at":"2026-04-09T07:03:42.961Z","repository":{"id":248010364,"uuid":"824094228","full_name":"vansh-khaneja/Chat-Multiple-Docs-Indexify","owner":"vansh-khaneja","description":"This GitHub Repository will help you to follow up in making a RAG application to chat with multiple PDFs at a single time with Indexify as the Vector DB, DSPy as framework along with Llama 3 as the language model","archived":false,"fork":false,"pushed_at":"2024-07-21T07:13:55.000Z","size":337,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-14T03:43:19.174Z","etag":null,"topics":["dspy","indexify","llama3","python","rag"],"latest_commit_sha":null,"homepage":"https://www.superteams.ai/blog/building-a-multi-document-rag-application-with-indexify-dspy-and-llama-3","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/vansh-khaneja.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":"2024-07-04T10:54:33.000Z","updated_at":"2024-07-21T07:13:58.000Z","dependencies_parsed_at":"2024-07-27T19:27:59.838Z","dependency_job_id":null,"html_url":"https://github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify","commit_stats":{"total_commits":23,"total_committers":1,"mean_commits":23.0,"dds":0.0,"last_synced_commit":"5ae499ac6d09e1a29166cf93ad98165b9e911a78"},"previous_names":["vansh-khaneja/chat-multiple-docs-indexify"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vansh-khaneja%2FChat-Multiple-Docs-Indexify","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vansh-khaneja%2FChat-Multiple-Docs-Indexify/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vansh-khaneja%2FChat-Multiple-Docs-Indexify/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vansh-khaneja%2FChat-Multiple-Docs-Indexify/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vansh-khaneja","download_url":"https://codeload.github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245224003,"owners_count":20580362,"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":["dspy","indexify","llama3","python","rag"],"created_at":"2024-12-01T14:27:10.711Z","updated_at":"2025-12-30T23:05:01.081Z","avatar_url":"https://github.com/vansh-khaneja.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Chat-Multiple-Docs-Indexify\nThis repository contains a chatbot application capable of answering questions from multiple PDF files simultaneously. The application leverages Indexify for document indexing and retrieval, DSPy for natural language processing, and Streamlit for the user interface.\n\nRead full article with detailed steps over [here](https://www.superteams.ai/blog/building-a-multi-document-rag-application-with-indexify-dspy-and-llama-3)\n\n![Alt Text - description of the image](https://github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify/blob/main/sample%20outputs/output1.png?raw=true)\n\n## Getting Started\nFollow these steps to set up and run the application.\n\n## Prerequisites\nEnsure you have Python installed on your system. You can download it from here.\n\n## Installation\n1) Clone the repository:\n   \n```git clone https://github.com/vansh-khaneja/Chat-Multiple-Docs-Indexify.git```\n\n```cd Chat-Multiple-Docs-Indexify```\n\n2) Indexify setup:\nRefer to this article for setting up Indexify extractors\n[Download Indexify Extractors](https://docs.getindexify.ai/apis/extractors/pdf/#marker-extractor)\n\n4) Install the required dependencies:\n\n```pip install -r requirements.txt```\n\n## Database Setup\nCreate the Indexify database graph by running:\n\n```python db_setup.py```\n\n## Running the Application\nStart the Streamlit application with the following command:\n\n\n```streamlit run main.py```\n\n\n## Contact\nFor any questions or issues, please open an issue on this repository or contact us at [vanshkhaneja2004@gmail.com](vanshkhaneja2004@gmail.com).\n\n\n\nHappy coding!\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvansh-khaneja%2Fchat-multiple-docs-indexify","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvansh-khaneja%2Fchat-multiple-docs-indexify","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvansh-khaneja%2Fchat-multiple-docs-indexify/lists"}