{"id":23388283,"url":"https://github.com/ronitjariwala/finsage","last_synced_at":"2026-05-03T09:39:31.787Z","repository":{"id":268909232,"uuid":"905837396","full_name":"RonitJariwala/FinSage","owner":"RonitJariwala","description":"FinSage: A personal finance chatbot offering intelligent responses and dynamic visualizations to help users improve financial literacy and achieve their financial goals.","archived":false,"fork":false,"pushed_at":"2025-04-06T07:36:59.000Z","size":33291,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-06T08:27:58.654Z","etag":null,"topics":["nlp","personal-finance","python","reactjs","retrieval-augmented-generation","sentence-transformers","streamlit","visualization"],"latest_commit_sha":null,"homepage":"","language":"JavaScript","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/RonitJariwala.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":"2024-12-19T16:10:46.000Z","updated_at":"2025-04-06T07:37:03.000Z","dependencies_parsed_at":"2024-12-19T16:44:43.986Z","dependency_job_id":"76e1f4d0-1844-4b3d-9422-e7176081caf1","html_url":"https://github.com/RonitJariwala/FinSage","commit_stats":null,"previous_names":["ronitjariwala/finsage"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RonitJariwala%2FFinSage","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RonitJariwala%2FFinSage/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RonitJariwala%2FFinSage/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RonitJariwala%2FFinSage/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RonitJariwala","download_url":"https://codeload.github.com/RonitJariwala/FinSage/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247848365,"owners_count":21006240,"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":["nlp","personal-finance","python","reactjs","retrieval-augmented-generation","sentence-transformers","streamlit","visualization"],"created_at":"2024-12-22T02:18:31.183Z","updated_at":"2026-05-03T09:39:31.758Z","avatar_url":"https://github.com/RonitJariwala.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# FINSAGE: AI-Powered Personal Finance Chatbot\n\n**FinSage** is an advanced personal finance chatbot designed to empower users by offering personalized financial guidance and dynamic visualizations. By utilizing AI-driven insights, FinSage helps users make informed financial decisions, build sustainable savings habits, and reach both short- and long-term financial goals. With features such as personalized savings plans, interactive financial projections, and educational content tailored to each user's needs, FinSage enhances financial literacy. The chatbot also delivers real-time financial advice, tracks user progress, and offers easy-to-understand visualizations of spending, saving, and investment patterns, all while fostering financial confidence and independence.\n\n\n\n\n## Features\n\n- *Personalized Financial Advice:* Tailored guidance to help manage finances and reach goals.\n\n- *Dynamic Visualizations:* Interactive charts (pie, scatter, bar, box) for deeper insights.\n\n- *NLP Integration:* Efficiently processes and understands user queries.\n\n- *RAG (Retrieval-Augmented Generation):* Uses Together AI’s RAG for accurate, context-aware responses.\n\n- *Embeddings with SentenceTransformers:* Provides relevant answers via semantic similarity.\n\n- *Streamlit Interface:* Easy-to-use web interface for seamless interaction.\n\n- *ReactJS Frontend:* Modern, responsive design for a better user experience.\n\n\n\n## Screenshots\n\n### Screenshot 1: Description of what this screenshot shows\n![Screenshot](Images/Screenshot\\ \\(3\\).png)\n\n\n### Screenshot 2: Description of what this screenshot shows\n![Screenshot 2](Screenshots/Screenshot2.png)\n\n### Screenshot 3: Description of what this screenshot shows\n![Screenshot 3](Screenshots/Screenshot3.png)\n\n\n\n\n\n## Setup Guide\n\nFollow these steps to set up and run the project locally:\n\n## 1. Clone the repository\n\nFirst, clone the repository to your local machine:\n\n```bash\ngit clone https://github.com/RonitJariwala/FinSage.git\ncd FinSage\n```\n\n## 2. Set up the backend\n\n Navigate to the backend directory:\n\n  ```bash\n  cd backend\n  ```\n\nInstall the required dependencies using `pip`:\n\n  ```bash\n  pip install -r requirements.txt\n  ```\n\nRun the backend server:\n\n  ```bash\n  streamlit run app.py\n  ```\n\n## 3. Set up the frontend:\n\nNavigate to the frontend directory:\n\n```bash\ncd ../frontend\n```\n\nInstall dependencies:\n\n```bash\nnpm install\n```\n\nStart the development server:\n\n```bash\nnpm start\n```\n## Tech Stack\n\n- **Python**: Used for backend development and data processing.\n- **Streamlit**: For building interactive web applications with the backend.\n- **ReactJS**: For frontend development, creating dynamic and responsive UIs.\n- **SentenceTransformers**: Utilized for natural language processing and generating sentence embeddings.\n- **Together AI’s RAG Pipeline**: Used for the retrieval-augmented generation (RAG) pipeline in the chatbot for efficient question-answering.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fronitjariwala%2Ffinsage","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fronitjariwala%2Ffinsage","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fronitjariwala%2Ffinsage/lists"}