FinSight
byRamc26
0Extracts and analyzes data from documents such as invoices and bank statements, enabling interactive querying of their content through an AI agent system.
소개
FinSight liberates users from tedious document reading by deploying a squad of AI agents to process uploaded files. It intelligently identifies document types like invoices or bank statements, extracts key information, and then allows users to interactively query the content through a user-friendly Streamlit interface. This AI-powered assistant acts like a tireless intern, summarizing documents, finding specific details, and even handling password-protected PDFs, providing a comprehensive solution for document analysis and information retrieval.
주요 기능
- AI Agent Squad powered by CrewAI for intelligent document understanding and extraction.
- Interactive chat interface via Streamlit to converse with your documents.
- Handles password-protected PDFs by politely requesting the password in the UI.
- Distinguishes between various document types (e.g., bank statement vs. train ticket) for relevant analysis.
- Organized sidebar displaying all extracted text and tables from documents.
- 0 GitHub stars
사용 사례
- Summarizing documents and finding specific information within PDFs.
- Identifying and calculating large financial transactions from bank statements.
- Spotting repetitive transactions to understand spending habits.
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