Scholar Map

Scholar Map CLI 🧠

AI-Powered Research Assistant using MindsDB Knowledge Bases with Multi-Step AI Workflow

ScholarMind is a command-line interface that transforms how researchers discover and explore academic papers. Instead of traditional keyword searches, use natural language queries to find contextually relevant research papers through semantic search powered by MindsDB. The system now includes a multi-step AI workflow that automatically generates summaries for research papers using AI tables.

🚀 New Features: Multi-Step AI Workflow

• Automatic Summary Generation: When papers are inserted, the system automatically generates AI-powered summaries using GPT-4

• AI Table Integration: Uses MindsDB AI tables to create intelligent summaries from paper abstracts

• Enhanced Search Results: View AI-generated summaries alongside search results

• Standalone Summary Generation: Generate summaries for papers without inserting them into the knowledge base

🔗 Multi-Step Workflow

1. Knowledge Base Creation: Sets up research papers knowledge base with semantic search

2. AI Table Setup: Creates `paper_summarizer_model` for automatic summarization

3. Paper Insertion: Automatically generates summaries during insertion

4. Enhanced Search: Displays summaries in search results with summary indicators

5. Summary Viewing: Dedicated interface to view detailed paper information with AI summaries