@ -40,6 +40,7 @@ Learn more in the [documentation](https://docs.gpt4all.io).
A GPT4All model is a 3GB - 8GB file that you can download and plug into the GPT4All open-source ecosystem software. **Nomic AI** supports and maintains this software ecosystem to enforce quality and security alongside spearheading the effort to allow any person or enterprise to easily train and deploy their own on-edge large language models.
### What's New ([Issue Tracker](https://github.com/orgs/nomic-ai/projects/2))
- **October 19th, 2023**: GGUF Support Launches with Support for:
- Mistral 7b base model, an updated model gallery on [gpt4all.io](https://gpt4all.io), several new local code models including Rift Coder v1.5
- [Nomic Vulkan](https://blog.nomic.ai/posts/gpt4all-gpu-inference-with-vulkan) support for Q4\_0 and Q4\_1 quantizations in GGUF.
@ -86,6 +87,58 @@ Check project discord, with project owners, or through existing issues/PRs to av
Please make sure to tag all of the above with relevant project identifiers or your contribution could potentially get lost.
Example tags: `backend`, `bindings`, `python-bindings`, `documentation`, etc.
## 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](https://github.com/orgs/nomic-ai/projects/2/views/1).
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:
- [x] Support huggingface model discoverability
- [ ] Support Nomic hosted model discoverability
- LocalDocs (towards a local perplexity)
- Multilingual LocalDocs Support
- [ ] Create an 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)
Andriy Mulyar
2 months ago
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