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Expand Up @@ -34,7 +34,7 @@ _<p align="center">Your open-source personal assistant.</p>_

### Why is there a small amount of contributors?

I'm taking a lot of time to work on the new core of Leon due to personal reasons. I can only work on it after work and on weekends. Hence, **I'm blocking any potential contribution as the whole core of Leon is coming with many breaking changes**. Many of you are willing to contribute in Leon (create new skills, help to improve the core, translations and so on...), a big thanks to every one of you!
I'm taking a lot of time to work on the new core of Leon due to personal reasons. I can only work on it after work and on weekends. Hence, **I'm blocking any potential contribution as the whole core of Leon is coming with many breaking changes**. Many of you are willing to contribute to Leon (create new skills, help to improve the core, translations, and so on...), a big thanks to every one of you!

While I would love to devote more time to Leon, I'm currently unable to do so because I have bills to pay. I have some ideas about how to monetize Leon in the future (Leon's core will always remain open source), but before to get there there is still a long way to go.

Expand All @@ -50,17 +50,17 @@ Here is how LLMs may help Leon in the future:

- Intent fallback: when an utterance cannot match an intent, then rely on an LLM to provide results.
- New named entity recognition engine: provide a better solution to extract entities from utterances such as fruits, numbers, cities, durations, persons, etc.
- Skill features: let skills leverage LLMs to provide out-of-the-box NLP features such as summarization, knowledge base, translation, sentiment analysis and so on...
- Skill building: LLMs can help to develop skills such as paraphrasing utterance samples, translate answers, convert code from our Python bridge to the upcoming JavaScript bridge and vice versa, etc.
- Skill features: let skills leverage LLMs to provide out-of-the-box NLP features such as summarization, knowledge base, translation, sentiment analysis, and so on...
- Skill building: LLMs can help to develop skills such as paraphrasing utterance samples, translating answers, converting code from our Python bridge to the upcoming JavaScript bridge and vice versa, etc.
- More...

### What's Next?

Once the new core released, we'll work on the community aspect of Leon. For example, better organize [our Discord](https://discord.gg/MNQqqKg), planify regular calls, work on skills together, etc. It is very important for Leon to have a real community. At that moment, the skills platform will already be online, so it'll be easier to sync our progress and publish new skills.
Once the new core is released, we'll work on the community aspect of Leon. For example, better organize [our Discord](https://discord.gg/MNQqqKg), plan regular calls, work on skills together, etc. It is very important for Leon to have a real community. At that moment, the skills platform will already be online, so it'll be easier to sync our progress and publish new skills.

- Feel free to check out the Git development branches and our [next major milestones](https://blog.getleon.ai/a-much-better-nlp-and-future-1-0-0-beta-7/#whats-next).
- And the [detailed roadmap](http://roadmap.getleon.ai).
- Many exciting things are coming up, hence no new documentation and test are going to be written until the official release of Leon.
- Many exciting things are coming up, hence no new documentation and tests are going to be written until the official release of Leon.

---

Expand Down Expand Up @@ -90,7 +90,7 @@ If you want to, Leon can communicate with you by being **offline to protect your
> 2. With this generic structure, everyone can create their own skills and share them with others.
> Therefore there is only one core (to rule them all).
> 3. Leon uses AI concepts, which is cool.
> 4. Privacy matters, you can configure Leon to talk with him offline. You can already text with him without any third party services.
> 4. Privacy matters, you can configure Leon to talk with him offline. You can already text him without any third-party services.
> 5. Open source is great.

### What is this repository for?
Expand Down Expand Up @@ -227,7 +227,7 @@ Please note that I dedicate most of my free time to Leon.

By sponsoring the project you make the project sustainable and faster to develop features.

The focus is not only limited to the activity you see on GitHub but also a lot of thinking about the direction of the project. Which is naturally related to the overall design, architecture, vision, learning process and so on...
The focus is not only limited to the activity you see on GitHub but also a lot of thinking about the direction of the project. Which is naturally related to the overall design, architecture, vision, learning process, and so on...

### Special Thanks

Expand Down