Decipher Research Agent: AI-Powered Research Note Generator

What is the Decipher Research Agent?

Decipher Research Agent is an open-source project designed to transform topics, links, and files into AI-generated research notes. Users can quickly create structured research summaries by inputting topics, URLs, or uploading files. It supports features like summarization, exploration, and Q&A, greatly enhancing research efficiency.

Key Features

• Topic-to-Notes: Automatically generate relevant research notes based on input topics or keywords, including summaries, key points, and references.

• Link-to-Notes: Extract content from web pages via provided URLs and convert it into structured research notes for quick information access.

• File-to-Notes: Upload PDFs, Word documents, and other file formats for automatic content parsing and research note generation.

• Interactive Exploration: Enables keyword searching within generated notes, allowing users to quickly locate relevant information and improve retrieval efficiency.

• Question & Answer: Users can ask questions directly within the notes, and the AI generates answers based on the context to help deepen understanding.

• Multi-format Export: Supports exporting research notes in PDF, Markdown, and other formats for easy saving and sharing.

Technical Foundations

• Frontend: Developed with Next.js and React to provide a responsive and smooth user interface.

• Backend: Uses FastAPI for high-performance API services and data handling.

• AI Models: Integrates OpenAI’s GPT models for text generation and Q&A capabilities.

• Database: Employs PostgreSQL for storing user data and generated notes, ensuring data persistence and consistency.

• File Parsing: Utilizes libraries like PyMuPDF to extract text from PDF files.

• Search Engine: Incorporates Elasticsearch to enable efficient keyword search functionality.

Project Repository

• GitHub homepage: https://github.com/mtwn105/decipher-research-agent
• Online Demo: https://decipherit.xyz

Application Scenarios

• Academic Research: Quickly generate literature reviews and research notes to assist academic writing.

• Market Research: Gather industry insights and produce market analysis reports to support decision-making.

• Product Design: Organize user feedback and competitor analysis into structured product planning documents.

• Education & Training: Provide structured learning materials for students and teachers to aid teaching and studying.

• Content Creation: Offer inspiration and materials for creators, enhancing content production efficiency.