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* small edits and placeholder gif Signed-off-by: Max Cembalest <max@nomic.ai> * jul2 docs updates Signed-off-by: Max Cembalest <max@nomic.ai> * added video Signed-off-by: mcembalest <70534565+mcembalest@users.noreply.github.com> Signed-off-by: Max Cembalest <max@nomic.ai> * quantization nits Signed-off-by: Max Cembalest <max@nomic.ai> --------- Signed-off-by: Max Cembalest <max@nomic.ai> Signed-off-by: mcembalest <70534565+mcembalest@users.noreply.github.com>
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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.
- Multilingual LocalDocs Support
-
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)
- Improved UI and new requested features: