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gpt4all/roadmap.md
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V3 docs max (#2488) 
* new skeleton

Signed-off-by: Max Cembalest <max@nomic.ai>

* v3 docs

Signed-off-by: Max Cembalest <max@nomic.ai>

---------

Signed-off-by: Max Cembalest <max@nomic.ai>
2024-07-01 13:00:14 -04:00

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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)