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Roadmap update (#2230)

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* Roadmap update

Signed-off-by: Andriy Mulyar <andriy.mulyar@gmail.com>

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* Update README.md

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* Update README.md

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Signed-off-by: Andriy Mulyar <andriy.mulyar@gmail.com>
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@ -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. 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)) ### What's New ([Issue Tracker](https://github.com/orgs/nomic-ai/projects/2))
- [Latest Release ](https://github.com/nomic-ai/gpt4all/releases)
- **October 19th, 2023**: GGUF Support Launches with Support for: - **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 - 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. - [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. 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. 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)
## Technical Reports ## Technical Reports
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