An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

Starter-kit to build constrained agents with Nextjs, FastAPI and Langchain

An open-source, code-first Java toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

An open-source, code-first Typescript toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥 Designed for healthcare professionals, researchers and patients.

Build chat in minutes with Sendbird UIKit open source code.

A command-line interface (CLI) for Google Gemini

Red Teaming python-framework for testing chatbots and GenAI systems.

A demo ChatBot application developed using Amazon Bedrock service's KnowledgeBase, Agent and other AWS's serveless GenAI solution.

Sendbird UIKit for iOS is a development kit with a user interface, offering a simplified integration into chat.

🌼 ShoppingGPT 🛒: AI-powered Shopping Assistant - RAG + LLMs + Semantic Router +Vietnamese

Complete example of how to build an Agentic RAG architecture with Redis, Amazon Bedrock, and LlamaIndex.

Build chat in minutes with Sendbird UIKit open source code.

MiniPilot is a GenAI-assisted chatbot backed by Redis. Chat with your documents

A modern, customizable chat UI package for Flutter applications, optimized for AI interactions.

🚅 LiteLLM Proxy for Google Cloud Generative AI

Open Sourced NoteBookLM

Deploy AI chatbots, RAG systems, and agents in under 7 minutes on AWS.

[Deprecated] Sendbird Chat SDK for iOS in Objectivce-C for enablement of a rich, engaging, scalable, and real-time chat service.

Reproducible Structured Memory for LLMs

Your AI Powered Enterprise Knowledge Partner. Designed to be used at scale from ingesting large amounts of documents formats such as pdfs, docx, xlsx, png, jpgs, tiff, mp3, mp4, jpeg. Integrates with s3, Windows Shares, Google Drive and more.

Build a custom user interface for more tailored, controlled, and consolidated interactions with Amazon Q business.

A demo application that uses Amazon SageMaker manuals and pricing data tables as an example to explore the capabilities of a generative AI chatbot.

Build chat in minutes with Sendbird UIKit open source code and samples.

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An interactive RAG agent built with LangChain and MongoDB Atlas. Manage your knowledge base, switch embedding models, and tune retrieval parameters on-the-fly through a conversational interface.

Build AI Chatbot in minutes with Sendbird Chatbot Widget.

This repository provides feature-level Chat samples with Swift.

Chat to your Database GenAI Chatbot