Agents from Scratch TS is an open-source TypeScript framework that demonstrates how to build AI agents from the ground up using LangChain. It includes sample code for defining and registering external tools, managing conversational memory, routing user inputs to the right agent, and chaining multiple LLM calls. Developers can use it to understand best practices, customize agent behaviors, and integrate new capabilities such as web search, data retrieval, or custom plugins to automate tasks or build interactive assistants.

Amazon Q Business is a fully-managed AI assistant available directly in your browser. It leverages enterprise data to answer questions, provide summaries, and generate content without requiring you to leave your current tab. The extension helps you quickly gather insights from web pages and uploaded files. Core functionalities include summarizing content, accessing general knowledge, performing generative AI tasks, and data analysis. It integrates seamlessly with your workflow, boosting productivity and providing actionable insights from various data sources.

This project demonstrates a comprehensive framework for creating retrieval-augmented AI agents using LlamaIndex. It guides developers through the entire workflow, starting with document ingestion and vector store creation, followed by defining a custom agent loop for contextual question-answering. Leveraging LlamaIndex's powerful indexing and retrieval capabilities, users can integrate any OpenAI-compatible language model, customize prompt templates, and manage conversation flows via a CLI interface. The modular architecture supports various data connectors, plugin extensions, and dynamic response customization, enabling rapid prototyping of enterprise-grade knowledge assistants, interactive chatbots, and research tools. This solution streamlines building domain-specific AI agents in Python, ensuring scalability, flexibility, and ease of integration.

Veronica VAI is a chatbot introduced by CogniAI Labs, created to deliver secure and accurate web-related responses. It focuses on filtering out harmful content, making sure that the conversations remain safe and age-appropriate. This assistant provides verified information, ensuring that users receive reliable and trustworthy answers while prioritizing their safety online.

NetRunner transforms your browser into an interactive assistant, utilizing cutting-edge vision-enabled language models. With this extension, you can easily ask questions and receive instant responses, making browsing more efficient and engaging. Whether you need quick information, assistance with tasks, or simply want to chat, NetRunner provides powerful AI capabilities at your fingertips, allowing you to navigate the web like never before.

Odeen AI integrates various everyday services into a single platform, allowing users to seamlessly order food, book flights, find jobs, and more, all through simple conversational prompts. The AI assistant learns your preferences, streamlining the interaction based on your history and requests. It offers customizable options for businesses wishing to create personalized bots tailored to their brand identity. This all-in-one service platform aims to revolutionize customer interactions by making ordering services efficient, easy, and more enjoyable.