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chat-ui

  • A chat interface using open source models like OpenAssistant or Llama
  • Built as a SvelteKit app
  • Powers the HuggingChat app on hf.co/chat
  • Features web search capability that:
    • Generates search queries from prompts
    • Performs searches and extracts content
    • Creates embeddings for similarity search
    • Uses Retrieval-Augmented Generation
  • Supports multiple model providers:
    • Local models via llama.cpp
    • Hugging Face Inference API
    • OpenAI-compatible APIs
    • Anthropic models
    • Cloudflare Workers AI
    • Google Vertex AI
    • AWS SageMaker/Lambda
  • Key capabilities:
    • Customizable UI theming
    • Multimodal support (images)
    • Reasoning/Chain-of-Thought models
    • Multiple authentication methods
    • Conversation history via MongoDB
  • Target audience:
    • Developers wanting to deploy chat interfaces
    • Organizations needing customizable AI chat solutions
    • Researchers experimenting with different LLMs
  • Notable technical aspects:
    • Supports Model Context Protocol (upcoming feature)
    • Handlebars/Jinja2 templating for prompts
    • Docker deployment options
    • Extensive configuration via environment variables

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