{"id":20110183,"url":"https://github.com/sudarshanasrao/talk-to-your-data","last_synced_at":"2026-05-13T03:02:58.203Z","repository":{"id":256071750,"uuid":"850057439","full_name":"SudarshanaSRao/Talk-to-your-data","owner":"SudarshanaSRao","description":"An app where you can ask AI (Claude) about your file (dataset)!","archived":false,"fork":false,"pushed_at":"2025-02-06T17:43:04.000Z","size":275,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-06T18:39:20.951Z","etag":null,"topics":["ai","datascience-machinelearning","eda","llm","rag","streamlit-webapp"],"latest_commit_sha":null,"homepage":"https://talk-to-your-data.streamlit.app/","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/SudarshanaSRao.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.txt","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":"2024-08-30T19:40:50.000Z","updated_at":"2025-02-06T17:43:08.000Z","dependencies_parsed_at":"2024-09-08T21:08:14.978Z","dependency_job_id":"2bcb1987-057c-42db-ad11-6ea7e66432e4","html_url":"https://github.com/SudarshanaSRao/Talk-to-your-data","commit_stats":null,"previous_names":["sudarshanasrao/talk-to-your-data"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SudarshanaSRao%2FTalk-to-your-data","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SudarshanaSRao%2FTalk-to-your-data/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SudarshanaSRao%2FTalk-to-your-data/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SudarshanaSRao%2FTalk-to-your-data/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SudarshanaSRao","download_url":"https://codeload.github.com/SudarshanaSRao/Talk-to-your-data/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241550390,"owners_count":19980719,"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":["ai","datascience-machinelearning","eda","llm","rag","streamlit-webapp"],"created_at":"2024-11-13T18:10:50.110Z","updated_at":"2026-05-13T03:02:53.171Z","avatar_url":"https://github.com/SudarshanaSRao.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"https://github.com/user-attachments/assets/3edccc72-91c8-46af-b752-a48206ba75e8\r\n\r\n# 🗣️Data Visualization Assistant\r\n\r\n### [Medium blog](https://medium.com/@sudarshanasrao/introducing-the-file-conversational-assistant-revolutionizing-document-interaction-with-ai-bf878e5c9ed5) | [Project details](https://sudarshanasrao.github.io/portfolio/portfolio-1/) | [Streamlit profile](https://share.streamlit.io/user/sudarshanasrao)\r\n\r\n![image](Flowchart.png)\r\n\r\n## Overview\r\nThe **Data Visualization Assistant** is a Streamlit-based web application that allows users to upload any type of file (PDF, DOCX, Excel, CSV, JSON, etc.) and interact with the content via a conversational AI interface powered by Anthropics. Users can ask questions related to the uploaded file, and the AI will generate responses based on the file's content.\r\n\r\n## Features\r\n- **File Upload**: Supports multiple file types including PDFs, Word documents, Excel sheets, CSVs, JSONs, and plain text files.\r\n- **Conversational Interface**: Users can ask questions about the content of the uploaded files, and the AI provides relevant answers.\r\n- **Session History**: Maintains conversation history during the session, allowing users to see previous interactions.\r\n- **Clear Conversation**: Option to clear the conversation history.\r\n- **API Key Input**: Securely input your Anthropics API key through the Streamlit interface.\r\n\r\n## Uploading Files and Interacting\r\n- **Upload a File**: On the main interface, upload the file you want to interact with (PDF, DOCX, Excel, CSV, JSON, etc.).\r\n- **Input API Key**: Enter your Anthropics API key in the sidebar to enable the AI functionality.\r\n- **Ask Questions**: Type your questions about the file content in the input box, and the AI will generate a response.\r\n- **View History**: Scroll through the conversation history to review previous interactions.\r\n- **Clear Conversation**: Use the \"Clear Conversation\" button to reset the conversation history.\r\n\r\n## Installation\r\n\r\n### Prerequisites\r\n- Python 3.7 or higher\r\n- Streamlit Cloud account (for deployment)\r\n\r\n## Security Considerations\r\n- **API Key**: The application does not store your API key. It's securely handled during the session.\r\n- **File Handling**: The application processes files in memory and does not store uploaded files. Supported file types include PDF, DOCX, Excel, CSV, and JSON.\r\n- **Rate Limits**: Be mindful of the rate limits imposed by the Anthropics API. The application does not enforce rate limiting, so excessive use could hit API limits.\r\n\r\n## License\r\nThis project is licensed under the MIT License. See the LICENSE file for more details.\r\n\r\n## Acknowledgements\r\n- Anthropic for providing the API used in this project.\r\n- Streamlit for the web application framework.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsudarshanasrao%2Ftalk-to-your-data","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsudarshanasrao%2Ftalk-to-your-data","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsudarshanasrao%2Ftalk-to-your-data/lists"}