Monkt converts various document formats such as PDFs, Word, PowerPoint, Excel, CSV, and web pages into AI-ready Markdown or JSON. Using advanced AI, it extracts, cleans, and formats content for optimal use in AI systems and knowledge management tasks. It supports features like Custom AI Chatbots, intelligent knowledge bases, and custom AI training. Users can transform content with an easy drag-and-drop interface or programmatically via REST API.

Content Summarizer with AI Agents orchestrates a sequence of specialized AI agents to streamline content summarization workflows. A FetchAgent retrieves text from URLs or local files, while a PreprocessingAgent cleans and segments content. A SummarizationAgent generates concise summaries for each segment using GPT models, and a FeedbackAgent iteratively refines the output for coherence and relevance. The tool supports customization of summary length and tone, handles long documents through chunking, and produces final summaries in plain text or JSON formats. It requires a valid OpenAI API key and runs in a standard Python environment.