Best chatbot user interaction frameworks tools in 2025

Langtrace.ai

Open-source observability for AI agents' performance and security.

Pollinations

Create images and text without registration or privacy concerns.

SpeechBrain

Open-source toolkit for creating speech recognition and enhancement models.

Chatwoot

Manage customer conversations across various channels seamlessly.

Themog

AI-driven market analysis for commodities in MENA, Africa, and Asia.

OpenStack CLI

Open-source software for building and managing cloud infrastructure.

Metaverse

Manage digital identities and assets with a secure, open-source platform.

Open Voice OS

Open-source software for creating custom voice interfaces.

Amica

Decentralized network for hosting and monetizing AI models.

Baidu PaddlePaddle

Open-source deep learning framework for accessible AI model development.

Cogment

Collaborative learning environment for AI and humans.

Craftman

Intelligent chatbot for instant website customer support.

WeChat ChatGPT

Integrates conversational AI into a popular messaging interface.