# [1.0.0-beta.8](https://github.com/leon-ai/leon/compare/v1.0.0-beta.7...v1.0.0-beta.8) (2023-05-01) / Binaries and TypeScript Rewrite
_Please refer to [our latest blog post](https://blog.getleon.ai/binaries-and-typescript-rewrite-1-0-0-beta-8/) for more information on the new release of our dear Leon._
_Please [read this blog post](https://blog.getleon.ai/a-much-better-nlp-and-future-1-0-0-beta-7/) to know more about all the new features and the exciting future of Leon._
- create new NLP skills resolvers model + NLP global resolvers model [602604e4](https://github.com/leon-ai/leon/commit/602604e43788c6b6be8c402d54fe54342d0cd5d6)
- better isolate skill resolvers from global resolvers + finish up Akinator skill [905d248e](https://github.com/leon-ai/leon/commit/905d248ebf7e84b1ccc74450520228aef9a8804a)
- transfer language from core to skills + support thematics on Akinator skill [b35a249b](https://github.com/leon-ai/leon/commit/b35a249bf68000d6708aaee4abc4cd97f5b80035)
- actions on slot level + akinator skill progress [7101b8b4](https://github.com/leon-ai/leon/commit/7101b8b4b828b49e009da2fcdac7c5ed2e48c8f8)
- add Cartesian sample training on resolvers + enum entities [6ed88a59](https://github.com/leon-ai/leon/commit/6ed88a5946c77b356e49fe8b9cbe890b8dd1f037)
- support dynamic variables on skill NLU settings for logic type [10d10a16](https://github.com/leon-ai/leon/commit/10d10a1690cb65970932ee7230e3f324ec67dbce)
- share data across domains [f4f9fff9](https://github.com/leon-ai/leon/commit/f4f9fff9783861be183990d7869973c7a30c8104)
- dynamic variable binding on NLG [0367b44f](https://github.com/leon-ai/leon/commit/0367b44f211c1629fffe6981a730f171707bf0c0)
- context and slot filling preparation (wip) [975b8ebc](https://github.com/leon-ai/leon/commit/975b8ebcf00db91b44dd067be6dde5c1bf32fff1)
- annotate entities on the fly + prepare for dialog skill type and cross-domains data [4107932d](https://github.com/leon-ai/leon/commit/4107932d000086188d6f44ef67b73cc322fc58e5)
- new NLP training [d8023308](https://github.com/leon-ai/leon/commit/d8023308d0ef1f3eede37f21f45daa2f893031b0)
- **server:**
- trigger next action suggestions or current ones [244d08c0](https://github.com/leon-ai/leon/commit/244d08c0bd0fea315269f52ab899f9b7fe083f51)
- introduce main NLP model and resolvers NLP model [e37526d9](https://github.com/leon-ai/leon/commit/e37526d9056d858ebcf17b81f6714f47b67c77cb)
- provide nextAction even when no slot is set and clean up NLU object on context switch [8377c63d](https://github.com/leon-ai/leon/commit/8377c63db4e4e42ed929171cd8b9abdb13c44b2a)
- report full traceback from skills execution [b69b1fea](https://github.com/leon-ai/leon/commit/b69b1fea16250421bc7d5def1c973dd43e453071)
- support on-the-fly entity annotation for built-in entities [567b030c](https://github.com/leon-ai/leon/commit/567b030c4fcf8df266c39cca61a146fb33b9e0fc)
- save slots within conversation context [fce47cdb](https://github.com/leon-ai/leon/commit/fce47cdbd570993ac5cca2b4ff5bc97969df4e40)
- prepare the next action on non-slot-filled skills [0acb31a9](https://github.com/leon-ai/leon/commit/0acb31a9c61c1c094b29f3d0ff2647d625eab0be)
- add more affirmative utterance samples [870ab2e8](https://github.com/leon-ai/leon/commit/870ab2e87eba2c548d38dc90d30553e7fa380c1e)
- restart a skill with the original utterance saved in context [f4446ef1](https://github.com/leon-ai/leon/commit/f4446ef17796d38d0f98d5b7e889503622a1a998)
- clean up context if the action loop does not meet the expected items [035c9d52](https://github.com/leon-ai/leon/commit/035c9d5240472ac19a84ae8c1a87844fa0d0af5d)
- reprocess NLU in case of slot filling interruption [9e242d77](https://github.com/leon-ai/leon/commit/9e242d77d32109e9355eec422790a5a66fd18f9c)
- handle action loop when slots have all been filled at once [f8830502](https://github.com/leon-ai/leon/commit/f88305020a5bc79056b7ff9c1a31f8d3c3a7cdce)
- break the action loop from the skill [27dc801c](https://github.com/leon-ai/leon/commit/27dc801cf53de5af3d54b95f42d2b9e627090867)
- stop action loop from skill to core [99681e25](https://github.com/leon-ai/leon/commit/99681e257795a18361be379b93244088401f640b)
- introduce basic concept of action loop [c5b38400](https://github.com/leon-ai/leon/commit/c5b38400821e5bc5edc4402d007f815f24319d44)
- add current utterance entities to differentiate from the whole context [8b56a185](https://github.com/leon-ai/leon/commit/8b56a1850c9d76e335f1bad1b4395d73ddc5ea19)
- when a context is activated, pick up the most probable classification [8e186879](https://github.com/leon-ai/leon/commit/8e1868798c8750c19b1719a44dc6fb8bca68b250)
- persist entities into contexts [87575773](https://github.com/leon-ai/leon/commit/875757739f6701f54805eeff2c7c350cff36c4ac)
- forward slots to skill + add original utterance [68e40f65](https://github.com/leon-ai/leon/commit/68e40f65df0d1fe29ccad991868a2408c6e1015e)
- handle case when all slots have been filled in one utterance [22e9234b](https://github.com/leon-ai/leon/commit/22e9234b3d2c97e83eaafaeeb5aa9d27c351c95a)
- trigger next action once all slots have been filled [9b870010](https://github.com/leon-ai/leon/commit/9b870010dd929bc1aed6d87696f1cc4e9f177c0b)
- complete slot filling before triggering the next action [9124687e](https://github.com/leon-ai/leon/commit/9124687eb0e17295a30f860752ee622ba44d1440)
- from modules to skills with type at the actions level [77ebaf4a](https://github.com/leon-ai/leon/commit/77ebaf4a9c78b2e471d39872e361ea05b163580d)
- verify if all slots are filled [e27c1b9c](https://github.com/leon-ai/leon/commit/e27c1b9c8f5c2f668f464f152ad227d65ba5ef6b)
- context and slot filling, keep context and await for entities [25adf406](https://github.com/leon-ai/leon/commit/25adf406c810e48b1277105dd6c269a2ed601d28)
- differenciate cities from countries for location entities [bf9bf231](https://github.com/leon-ai/leon/commit/bf9bf231f714e1edc1417e43af12fa54c00ba064)
- auto restart the TCP server when language is switching [9be7c700](https://github.com/leon-ai/leon/commit/9be7c700767672ac6e0c875d3b5ae7fa6414e4fa)
- support multi languages on TCP server [a808742c](https://github.com/leon-ai/leon/commit/a808742c927d45c18df45af133e67c98d4a0415a)
- add auto reconnect on TCP client [cbe89ed6](https://github.com/leon-ai/leon/commit/cbe89ed6ccfd727356eb34078a8a4348b2fd696f)
- make TCP client global [006e9fb0](https://github.com/leon-ai/leon/commit/006e9fb01148c2107f6acc6a562ace4809da92be)
- fully implement low-level networking for IPC [8acb82da](https://github.com/leon-ai/leon/commit/8acb82da9bacdb9b7952c4a4d130d094e07def5e)
- more accurate NLG [d5577b1e](https://github.com/leon-ai/leon/commit/d5577b1ef5cf1b8b4a924636ba4425b8b4ae133d)
- unknown_answers fallback on dialog type [28efe6e7](https://github.com/leon-ai/leon/commit/28efe6e7d542f19bf12ddede1815f7fa8cf01036)
- deep data mapping on enum NER [3ca48265](https://github.com/leon-ai/leon/commit/3ca48265e7115c8e0f02c65ba92d90412325ad76)
- NLG and entities mapping [8f2f935b](https://github.com/leon-ai/leon/commit/8f2f935b949ceb965941460d4ff1ed0084b72442)
- check script with new intent-object format [fdf0a389](https://github.com/leon-ai/leon/commit/fdf0a389b76caba5dd47996a43a34c0c7821c70a)
- check new resolvers paths [cfd8f7cb](https://github.com/leon-ai/leon/commit/cfd8f7cbe5e8fd9ce3d1659c725d7af261db8d71)
- use ports.ubuntu.com mirror for the offline TTS [skip ci] [3dd90396](https://github.com/leon-ai/leon/commit/3dd9039678820fceb7ccbb1c96358c8d2f188ede)
- set skill config only when a bridge is set [7513aa7d](https://github.com/leon-ai/leon/commit/7513aa7d20fee1fe9ca5442a7909d22fd1c3b39e)
- only set skill config when it is a logic type [9ce9a8bc](https://github.com/leon-ai/leon/commit/9ce9a8bc4fe0864730a08d8e9a436982f1365aa5)
- make leon handle multiple socket.io-client instances [6e7c0aac](https://github.com/leon-ai/leon/commit/6e7c0aac57008b152b45f1b0f3886ae38777467b)
- fallback on global resolver during resolver classification [ec77dd0f](https://github.com/leon-ai/leon/commit/ec77dd0f02a8ae94fb3f02c7b7847b5509d71406)
- make use of current entities to match global entities [a8d82050](https://github.com/leon-ai/leon/commit/a8d82050c86b5c24c4c898c06e5ffc3882524c0b)
- check Pipfile instead of Pipfile.lock to judge whether Python packages must be installed [afdb71f7](https://github.com/leon-ai/leon/commit/afdb71f766f2956c5cb4a5e0be9025340d1a89db)
- HTTP API key generator [d10a7fa7](https://github.com/leon-ai/leon/commit/d10a7fa7880a0bf2fb1cae7904d1ef4257f05257)
- avoid unnecessary routes generation
- **server:**
- make Coqui STT the default STT solution [70399187](https://github.com/leon-ai/leon/commit/7039918760c0ef7ba93bf45820e3cae774c42d8c)
- add HTTP API key middleware [cdf41499](https://github.com/leon-ai/leon/commit/cdf4149939cbe3f3ae81039957dba3377a78f5a6)
- expose queries over HTTP [b6428d03](https://github.com/leon-ai/leon/commit/b6428d038452619f1682c863892cd8f376efca84)
- add timeout action over HTTP [115f9c16](https://github.com/leon-ai/leon/commit/115f9c164559d761625cc6f362749f7d2417d300)
- handle built-in and trim entities over HTTP + add "disabled" HTTP API action option [82fb967a](https://github.com/leon-ai/leon/commit/82fb967af8f49421e3b2474184da3d34fb17294f)
- execute modules over HTTP [2e5b2c59](https://github.com/leon-ai/leon/commit/2e5b2c59da0bafe3acd966773c6fac3611b3bd0c)
- generate Fastify routes on the file to expose packages over HTTP [5b41713a](https://github.com/leon-ai/leon/commit/5b41713a68ee628e695212dbebc88f6b9a94b461)
### Bug Fixes
- do not ask to regenerate the HTTP API key if this one isn't available yet [d265377a](https://github.com/leon-ai/leon/commit/d265377a43fd4506cf12db46f261b891f2054ed2)
- Python deps tree check [c6c01291](https://github.com/leon-ai/leon/commit/c6c012915824227efdf0c50df6a8f1cd8d70ed42)
- addressed comments by @JRMeyer [b1c6f5c8](https://github.com/leon-ai/leon/commit/b1c6f5c883103d57d4fe566af640fc3ac5ce713d)
- allow to detect STT offline capabilities [04d62288](https://github.com/leon-ai/leon/commit/04d622884165e0bde65785569a659f59cf9e8582)
- Amazon Polly is always configured on check script due to new structure [e6246d1f](https://github.com/leon-ai/leon/commit/e6246d1f8f9ec15a4ebe9600764afffbaa7e62d9)
- check if Python deps tree has been updated before going through deps install [2d0b0f13](https://github.com/leon-ai/leon/commit/2d0b0f1365d8e4d6eadf9f7cc0a16b7b4b4306f4)
_This release marks a major turn in the future versions of the Leon core. Please [read this blog post](https://blog.getleon.ai/i-ran-away-from-open-source/) to know more._
_This release includes a lot of changes that are made under the hood and are not displayed here, please **[read the blog post](https://blog.getleon.ai/getting-rid-of-dust-1-0-0-beta-4/)** to know more._
- **package/checker:** introduce Have I Been Pwned v3 API with API key ([0ca89fe3](https://github.com/leon-ai/leon/commit/0ca89fe32d51c80cec5f9446acf14990390a5917))
- **server:**
- AWS SDK new structure due to v3 and adapt Amazon Polly changes ([f15f2db7](https://github.com/leon-ai/leon/commit/f15f2db78e5781d05e5e2bcb186645966d17debf))
- IBM Watson TTS and STT new structure ([f41ea0e9](https://github.com/leon-ai/leon/commit/f41ea0e9a1479bfd6a1cb2e8d1f70aec744c685b) | [2668c295](https://github.com/leon-ai/leon/commit/2668c295880ee753ef7ca26a91dbc7e0901febff))
- set correct status code for GET /downloads [690f1841](https://github.com/leon-ai/leon/commit/690f1841d681a1e48e1837e3e166228d6c2ddaf6)
- take `.env` in consideration when using Docker [d38e6095](https://github.com/leon-ai/leon/commit/d38e6095f9b71467b8486430fba4bb7007ec4c5a)
- spinner test [9071c927](https://github.com/leon-ai/leon/commit/9071c92790be674687590e4a896bbf44bc26fb43)
- e2e tests by adding modules actions level [5cf77d90](https://github.com/leon-ai/leon/commit/5cf77d9011a80b326f229b2309a6910ac0f1cfa2)
- **package/leon:** fix english translations [90225707](https://github.com/leon-ai/leon/commit/90225707f94154021cadeb9c61bdc48c3de5aa29)
- **package/network:** make use of new compatible speedtest lib [0c925626](https://github.com/leon-ai/leon/commit/0c925626df65858fa039972b3f3d5f38fde93eb6)
- **package/trend:**
- GitHub module new scraping [68414937](https://github.com/leon-ai/leon/commit/6841493740ca859000c1fd8d692b73fc79fcf500)
- when there is no star provided on the GitHub module [563fb409](https://github.com/leon-ai/leon/commit/563fb40955e2deb5c6d0bd064fc9cc8766a6fcaf)
- **server:**
- make use of Basic plugin from the main NLP container [e1d5bed3](https://github.com/leon-ai/leon/commit/e1d5bed3e688db566a0cb803dda5c2d57c599d8c)
- NER trim entity on after conditions [fa6a5a43](https://github.com/leon-ai/leon/commit/fa6a5a43a60b493aa403a44957082382494c129b)
