Kavunka Search Engine & AI Agent

Kavunka transforms any website into an interactive chat interface, allowing users to query its content directly. Key features include: • Website content ingestion and indexing • Conversational interface for site exploration • Fact-based answer generation from site data • Multi-turn dialogue management • Hallucination reduction through data grounding Kavunka operates as a statistical search engine, ranking documents based on word distributions and frequency characteristics without semantic interpretation. This approach ensures formal validity and reproducible results. It excels at large-scale web crawling and data extraction, supporting automatic language detection across multiple languages including English, German, and Spanish. Its robust error correction for user queries enhances search quality. The iFigure component acts as a retrieval-based agent, generating accurate responses by executing structured search queries against the Kavunka engine. It integrates statistically ranked information to deliver reliable answers. The system is designed to manage extended dialogues efficiently, responding with "I don’t know" when information is unavailable, and indicating uncertainty if generation exceeds contextual limits. This tool is ideal for businesses, researchers, and content managers who need precise, data-driven insights from specific web resources. It's perfect for creating dynamic knowledge bases, improving customer support interactions, or efficiently extracting factual information from large collections of web pages.