The Best Mamba-Chat Alternatives in 2026

new.space lets users access models on a Mac from its phone, Mac, or web apps, alongside files and reminders.

poorcoder provides Bash scripts that connect web-based AI interfaces with a terminal coding workflow.

llama.cpp runs open models locally on a computer through the llama.cpp project.

This app lets users chat with Gemini in a channel and request summaries or opinions about the conversation.

Lumi lets users speak or type to an AI companion designed for people with dementia or Alzheimer’s.

This multi-agent chatbot answers machine learning questions and can use an uploaded PDF as context.

GitLoop lets developers search codebases in natural language, generate documentation and tests, and review pull requests.

LocalGPT lets users chat with documents on their local device using GPT models.

NextChat is an AI chat assistant client that supports named language models and is available on web and several desktop and mobile platforms.

chatbot-ui provides an AI chat interface for working with different models.

OpenChatKit provides an open-source base for creating specialized or general-purpose chat models.

Use lucinate as a terminal chat client for agents and OpenAI-compatible model providers.

The ch.at project describes a lightweight language model chat service available through HTTP, SSH, DNS, and an API.

LibreChat is an open-source chat interface with agent, model switching, message search, and self-hosting features.

Intelli builds chatbots and agents from user-defined intents and model choices.

LLMFlows provides components for building language model applications with explicit workflows.

This KoboldCpp variant runs GGML models with AMD ROCm offloading and the KoboldAI interface.

Marinara Engine provides a graphical frontend to interact with AI models.

AnythingLLM is a local-first platform for using AI agents and language models in a self-managed workspace.

KoboldCpp runs GGUF models through a KoboldAI interface in a single-file application.

PrivateGPT provides an API layer for private AI applications using local models, retrieval, tools, and MCP.

Ollama helps users run and work with open models through a local AI tool.

Build dialogue systems and chatbots with DeepPavlov, an open-source NLP framework using PyTorch and transformer models.

Jupyter AI adds an AI chat interface and agent capabilities to JupyterLab notebooks.