GPT4All 2024 Roadmap

To contribute to the development of any of the below roadmap items, make or find the corresponding issue and cross-reference the in-progress task.

Each item should have an issue link below.

• Chat UI Language Localization (localize UI into the native languages of users)

  • Chinese
  • German
  • French
  • Portuguese
  • Your native language here.

• UI Redesign: an internal effort at Nomic to improve the UI/UX of gpt4all for all users.

  • Design new user interface and gather community feedback
  • Implement the new user interface and experience.

• Installer and Update Improvements

  • Seamless native installation and update process on OSX
  • Seamless native installation and update process on Windows
  • Seamless native installation and update process on Linux

• Model discoverability improvements:

  • Support huggingface model discoverability
  • Support Nomic hosted model discoverability

• LocalDocs (towards a local perplexity)

  • Multilingual LocalDocs Support
    • Create a multilingual experience
    • Incorporate a multilingual embedding model
    • Specify a preferred multilingual LLM for localdocs
  • Improved RAG techniques
    • Query augmentation and re-writing
    • Improved chunking and text extraction from arbitrary modalities
      • Custom PDF extractor past the QT default (charts, tables, text)
    • Faster indexing and local exact search with v1.5 hamming embeddings and reranking (skip ANN index construction!)
  • Support queries like 'summarize X document'
  • Multimodal LocalDocs support with Nomic Embed
  • Nomic Dataset Integration with real-time LocalDocs
    • Include an option to allow the export of private LocalDocs collections to Nomic Atlas for debugging data/chat quality
    • Allow optional sharing of LocalDocs collections between users.
    • Allow the import of a LocalDocs collection from an Atlas Datasets
      • Chat with live version of Wikipedia, Chat with Pubmed, chat with the latest snapshot of world news.

• First class Multilingual LLM Support

  • Recommend and set a default LLM for German
  • Recommend and set a default LLM for English
  • Recommend and set a default LLM for Chinese
  • Recommend and set a default LLM for Spanish

• Server Mode improvements

  • Improved UI and new requested features:
    • Fix outstanding bugs and feature requests around networking configurations.
    • Support Nomic Embed inferencing
    • First class documentation
    • Improving developer use and quality of server mode (e.g. support larger batches)