{"repo":"bhavuklabs/research4j","free":true,"listed":false,"github":"https://github.com/bhavuklabs/research4j","clone":"git clone https://github.com/bhavuklabs/research4j.git","description":"Build your own perplexity for your applications using research4j and integrate them for any domain specific usecases","language":"Java","stars":25,"topics":["java","langchain","langchain4j","langgraph4j","vector-database"],"license":"MIT","category":"ai-agents","readme_excerpt":"Research4j Intelligent Research Automation Library with Dynamic Reasoning and Citation Management Research4j is a comprehensive Java library that automates research workflows through intelligent query analysis, dynamic citation fetching, adaptive reasoning strategies, and seamless LLM integration. Built with a modular architecture, it provides a robust solution for applications requiring automated research capabilities. Key Features Intelligent Research Pipeline - Dynamic Query Analysis : Automatically analyzes query complexity, intent, and requirements - Adaptive Reasoning Selection : Chooses optimal reasoning strategies (Chain-of-Thought, Chain-of-Table, Chain-of-Ideas) - Multi-Source Citation Fetching : Integrates with Google Search, Tavily, and other research APIs - User Profile Personalization : Tailors responses based on expertise level and preferences Robust Architecture - Asynchronous Processing : Virtual thread-based execution for high performance - Auto-Closeable Resources : Proper resource management with automatic cleanup - Comprehensive Error Handling : Structured exception hierarchy with retry logic - Session Management : Stateful research sessions for related queries Flexible Integration - Multi-LLM Support : OpenAI GPT, Google Gemini with extensible client architecture - Configurable Output Formats : Markdown, JSON, Table formats - Environment-based Configuration : Seamless deployment with environment variables - Builder Pattern : Fluent API for easy configura","default_branch":null,"files":null,"tree":[],"storefront":"/r/bhavuklabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/bhavuklabs/research4j/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}