The RAG-based Intelligent Conversational AI Agent combines a vector store-backed retrieval layer with Google’s Gemini LLM via LangChain to power context-rich, conversational knowledge extraction. Users ingest and index documents—PDFs, web pages, or databases—into a vector database. When a query is posed, the agent retrieves top relevant passages, feeds them into a prompt template, and generates concise, accurate answers. Modular components allow customization of data sources, vector stores, prompt engineering, and LLM backends. This open-source framework simplifies the development of domain-specific Q&A bots, knowledge explorers, and research assistants, delivering scalable, real-time insights from large document collections.

TLDL (Too Long; Don't Listen) uses advanced AI to distill long-form podcast content into concise, actionable insights. It curates top-quality AI podcasts, processes and analyzes the transcripts, and extracts key insights, quotes, and timestamps. These insights are then compiled into a concise newsletter and delivered directly to your inbox. By leveraging this service, users can save time and easily stay updated on the latest in AI, startups, and modern infrastructure without the need to listen to hours of content.

VisQueryPDF processes PDF files by splitting them into chunks, generating vector embeddings via OpenAI or compatible models, and storing those embeddings in a local vector store. Users can submit natural language queries to retrieve the most relevant chunks. Search hits are displayed with highlighted text on the original PDF pages and plotted in a two-dimensional embedding space, allowing interactive exploration of semantic relationships between document segments.

Ask Screenshot for ChatGPT revolutionizes the way you interact with information online. This Chrome extension allows you to effortlessly capture screenshots of any page and submit them to ChatGPT for analysis. By combining visual data with AI insights, users can extract knowledge, generate summaries, or clarify content quickly. Whether you’re a researcher, student, or professional, the tool saves time and enhances learning by providing direct answers and insights based on the captured visual content.

PDFChatto is a revolutionary tool that transforms PDFs into interactive knowledge sources. By simply uploading a PDF, users can instantly engage in a conversation with the document, asking questions, conducting research, or exploring the content. The AI provides clear, concise answers in real-time and can even read responses aloud. Ideal for students, researchers, educators, legal experts, and lifelong learners, PDFChatto makes it easier than ever to extract insights and information from PDF documents.

Mapify is an AI-powered tool that converts YouTube videos, PDFs, and webpages into interactive mind maps. Designed to enhance comprehension and learning, it extracts key insights from various sources and presents them in a structured visual format. Whether you're researching, summarizing, or learning new topics, Mapify helps you grasp key points quickly and effectively. By leveraging AI technologies like Claude and ChatGPT, Mapify organizes complex content visually, boosting productivity and facilitating faster learning.

Skimming AI is a powerful tool that helps you streamline your research process. Whether you're dealing with documents, reports, or multimedia content, this extension simplifies knowledge extraction by providing concise summaries at the click of a button. With its user-friendly interface and intelligent algorithms, it enables users to focus on critical insights without the hassle of sifting through volumes of information. From students to professionals, Skimming AI caters to anyone who needs to digest large amounts of data swiftly and effectively.

GPT Researcher leverages state-of-the-art AI algorithms to assist users in conducting comprehensive literature reviews. It can analyze vast databases to locate pertinent studies and articles, summarize findings, and facilitate better understanding of complex topics. Users can integrate it into their workflow for efficient knowledge extraction, saving valuable time and effort while ensuring thoroughness in their research processes.

Starlight Search is an AI agent designed to improve online research by understanding natural language queries and returning concise summaries paired with source links. It aggregates data from multiple websites, extracts key points, and formats responses in readable paragraphs or bullet points. Users can refine queries in real time, delve deeper into topics, and verify information through direct citations. The tool supports multi-turn dialogue, enabling clarifications and follow-up questions without restarting the search process.