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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>
51 lines
2.8 KiB
Markdown
51 lines
2.8 KiB
Markdown
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# GPT4All 2024 Roadmap
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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](https://github.com/orgs/nomic-ai/projects/2/views/1).
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Each item should have an issue link below.
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- Chat UI Language Localization (localize UI into the native languages of users)
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- [ ] Chinese
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- [ ] German
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- [ ] French
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- [ ] Portuguese
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- [ ] Your native language here.
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- UI Redesign: an internal effort at Nomic to improve the UI/UX of gpt4all for all users.
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- [x] Design new user interface and gather community feedback
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- [x] Implement the new user interface and experience.
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- Installer and Update Improvements
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- [ ] Seamless native installation and update process on OSX
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- [ ] Seamless native installation and update process on Windows
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- [ ] Seamless native installation and update process on Linux
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- Model discoverability improvements:
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- [x] Support huggingface model discoverability
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- [x] Support Nomic hosted model discoverability
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- LocalDocs (towards a local perplexity)
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- Multilingual LocalDocs Support
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- [ ] Create a multilingual experience
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- [ ] Incorporate a multilingual embedding model
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- [ ] Specify a preferred multilingual LLM for localdocs
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- Improved RAG techniques
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- [ ] Query augmentation and re-writing
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- [ ] Improved chunking and text extraction from arbitrary modalities
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- [ ] Custom PDF extractor past the QT default (charts, tables, text)
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- [ ] Faster indexing and local exact search with v1.5 hamming embeddings and reranking (skip ANN index construction!)
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- Support queries like 'summarize X document'
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- Multimodal LocalDocs support with Nomic Embed
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- Nomic Dataset Integration with real-time LocalDocs
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- [ ] Include an option to allow the export of private LocalDocs collections to Nomic Atlas for debugging data/chat quality
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- [ ] Allow optional sharing of LocalDocs collections between users.
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- [ ] Allow the import of a LocalDocs collection from an Atlas Datasets
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- Chat with live version of Wikipedia, Chat with Pubmed, chat with the latest snapshot of world news.
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- First class Multilingual LLM Support
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- [ ] Recommend and set a default LLM for German
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- [ ] Recommend and set a default LLM for English
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- [ ] Recommend and set a default LLM for Chinese
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- [ ] Recommend and set a default LLM for Spanish
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- Server Mode improvements
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- Improved UI and new requested features:
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- [ ] Fix outstanding bugs and feature requests around networking configurations.
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- [ ] Support Nomic Embed inferencing
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- [ ] First class documentation
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- [ ] Improving developer use and quality of server mode (e.g. support larger batches) |