Chatbot
A chatbot is a software application that simulates human conversation through text or voice interactions. Modern AI chatbots use large language models to generate contextually relevant, natural-sounding responses.
Understanding Chatbot
Chatbots have evolved from simple rule-based systems that match keywords to predefined responses into sophisticated AI-powered conversational agents capable of nuanced, context-aware dialogue. Modern implementations leverage large language models like GPT and BERT to generate dynamic, natural-sounding responses that adapt to conversational context. Enterprise chatbots handle customer service inquiries, process orders, and troubleshoot technical issues, often integrating with backend systems through APIs. Consumer-facing chatbots like ChatGPT serve as general-purpose assistants for writing, coding, and analysis. The quality of modern chatbots depends on sophisticated natural language processing, including attention mechanisms for understanding context and chain of thought reasoning for complex queries. Key challenges include maintaining factual accuracy, handling ambiguous requests, knowing when to escalate to human agents, and avoiding harmful outputs through AI safety measures. Chatbot technology continues advancing toward more capable agent architectures with tool use and persistent memory.
Category
AI Applications
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Agent
An AI agent is an autonomous system that perceives its environment, makes decisions, and takes actions to achieve specific goals. Modern AI agents can use tools, browse the web, write code, and chain multiple reasoning steps together.
Agentic AI
Agentic AI refers to AI systems that can autonomously plan, reason, and execute multi-step tasks with minimal human oversight. These systems use tool calling, memory, and iterative problem-solving to accomplish complex goals.
AI Visibility
AI visibility refers to how prominently a brand, product, or entity appears in AI-generated responses from systems like ChatGPT, Perplexity, and Gemini. As AI-powered search grows, visibility in AI recommendations becomes a critical marketing metric.
Hate Speech Detection
Hate speech detection is the AI task of automatically identifying harmful, abusive, or discriminatory language in text. It is a key component of content moderation systems on social media platforms.
Human-in-the-Loop
Human-in-the-loop (HITL) is an approach where humans actively participate in the AI decision-making or training process. HITL systems combine human judgment with AI speed to improve accuracy and safety.
Information Retrieval
Information retrieval is the science of searching and extracting relevant documents or data from large collections. Modern AI-powered search uses embeddings and language models to understand semantic meaning.
Intelligent Agent
An intelligent agent is an autonomous entity that observes its environment through sensors and acts upon it through actuators to achieve goals. Modern AI agents combine perception, reasoning, and action in complex workflows.
IoT and AI
IoT and AI refers to the integration of artificial intelligence with Internet of Things devices to enable smart, autonomous decision-making at the edge. This combination powers smart homes, industrial IoT, and wearable health devices.