diff --git a/.circleci/config.yml b/.circleci/config.yml
index 6bb54a5..0269f78 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -9,9 +9,6 @@ workflows:
           matrix:
             parameters:
               version:
-                - "3.7"
-                - "3.8"
-                - "3.9"
                 - "3.10"
                 - "3.11"
                 - "3.12"
@@ -41,37 +38,31 @@ jobs:
 
       - restore_cache:
           keys:
-            - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "setup.py" }}-{{ checksum "tox.ini" }}
-            - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "setup.py" }}-
+            - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "pyproject.toml" }}-{{ checksum "uv.lock" }}
+            - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "pyproject.toml" }}-
             - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-
             - <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-
 
       - run:
           name: install requirements
           command: |
-            python -m venv venv
-            . venv/bin/activate
-            pip install tox
-            pip install -e .[examples]
-            tox --notest  # Install all tox dependencies
+            uv sync --all-extras
 
       - save_cache:
           paths:
-            - venv
-            - .tox
-          key: <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "setup.py" }}-{{ checksum "tox.ini" }}
+            - .venv
+          key: <<parameters.version>>-{{ .Environment.CACHE_VERSION }}-{{ .Branch }}-{{ checksum "pyproject.toml" }}-{{ checksum "uv.lock" }}
 
       - run:
           name: run linters
           command: |
-            . venv/bin/activate
-            tox -e mypy,linter
+            uv run ruff check src examples tests
+            uv run mypy src examples tests
 
       - run:
           name: run tests
           command: |
-            . venv/bin/activate
-            tox -e py3
+            uv run python -m unittest discover
 
   deploy:
     resource_class: small
@@ -83,25 +74,12 @@ jobs:
     steps:
       - checkout
 
-      - run:
-          name: init .pypirc and build env
-          command: |
-            python -m venv venv
-            . venv/bin/activate
-            pip install -U pip
-            pip install wheel twine build
-            echo -e "[pypi]" >> ~/.pypirc
-            echo -e "username = __token__" >> ~/.pypirc
-            echo -e "password = $PYPI_TOKEN" >> ~/.pypirc
-
       - run:
           name: create packages
           command: |
-            . venv/bin/activate
-            python -m build
+            uv build
 
       - run:
           name: upload to pypi
           command: |
-            . venv/bin/activate
-            twine upload dist/*
+            uv publish --username __token__ --password $PYPI_TOKEN
diff --git a/README.md b/README.md
index 973089d..e795a13 100644
--- a/README.md
+++ b/README.md
@@ -5,18 +5,70 @@ applications written in the Python language.
 
 Read the [full documentation](https://python-uhlive-sdk.netlify.app/).
 
-## Requirements
 
-### Installation from source
+## Installation from source
 
-Install with `pip install .[examples]` to install the the library and all the dependencies necessary to run the examples.
+This project uses [`uv`](https://docs.astral.sh/uv/).
 
-### Installation from Pypi
+`uv sync --all-extras`
+
+## Installation from Pypi
 
 ```
 pip install uhlive
 ```
 
+or as a dependency to a project managed by `uv`:
+
+```
+uv add uhlive
+```
+
+## Tools
+
+If you have [`just`](https://just.systems/man/en/) and `uv` installed, you have a convenient way to run the tooling.
+Otherwise, you can run the commands in the `justfile` manually.
+
+### Format the sources
+
+```
+just format
+```
+
+Will run `isort` & `black`
+
+### Lint the sources
+
+```
+just lint
+```
+
+Will run `ruff` & `mypy`
+
+### Run the tests
+
+```
+just test
+```
+
+### Compile the docs to html
+
+```
+just docs
+```
+
+### Run format, lint and tests in one go
+
+```
+just
+```
+
+Contrary to `tox`, it will stop at the first error. So that we're not drown in (duplicate) error messages.
+
+## Usage
+
+See the `README.md` in each of the example folders.
+
 ### Audio files
 
 To play with the examples, you should have a raw audio file.
@@ -25,7 +77,3 @@ using a source audio file in wav format using the following command:
 ```
 sox audio_file.wav  -t raw -c 1 -b 16 -r 8k -e signed-integer audio_file.raw
 ```
-
-## Usage
-
-See the `README.md` in each of the example folders.
diff --git a/docs/index.md b/docs/index.md
index 583ce1d..9199b26 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -84,9 +84,16 @@ Also known as the human to bot (H2B) stream API.
 
 ## Changelog
 
-### v1.6.0
+### v2.0.0
+
+* Support for the H2H (conversation) protocol version 2 based on universal annotations.
+* Legacy H2H protocol v1 is not supported anymore.
+* Drop support for Python 3.9 and below
+
+### v1.6.1
 
 * Support for phones.
+* Last release to support the H2H protocol version 1.
 
 ### v1.5.1
 
diff --git a/examples/conversation/README.md b/examples/conversation/README.md
index 78b55bd..f7884ba 100644
--- a/examples/conversation/README.md
+++ b/examples/conversation/README.md
@@ -10,8 +10,9 @@ export UHLIVE_API_SECRET=secret-pass-code
 And then:
 
 ```
-python examples/<python_script>.py -h
+uv run python examples/<python_script>.py -h
 ```
 
 
+
 Note that you must use the right token for the right entrypoint URL.
diff --git a/examples/recognition/async_bot_lib.py b/examples/recognition/async_bot_lib.py
index 4257940..689febb 100644
--- a/examples/recognition/async_bot_lib.py
+++ b/examples/recognition/async_bot_lib.py
@@ -12,7 +12,9 @@
 from aiohttp import ClientSession  # type: ignore
 
 from uhlive.auth import build_authentication_request
-from uhlive.stream.recognition import Closed
+from uhlive.stream.recognition import (
+    Closed,
+)
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import (
     DefaultParams,
@@ -80,19 +82,6 @@ def callback(indata, frame_count, time_info, status):
 class Bot:
     TTF_CACHE: Dict[str, bytes] = {}
 
-    def __init__(self, google_ttf_key):
-        self.client = Recognizer()
-        self.session = None
-        self.socket = None
-        self.google_ttf_key = google_ttf_key
-
-    async def stream_mic(self):
-        try:
-            async for block in inputstream_generator(blocksize=960):
-                await self.socket.send_bytes(self.client.send_audio_chunk(block))
-        except asyncio.CancelledError:
-            pass
-
     async def _ttf(self, text) -> bytes:
         if text in self.TTF_CACHE:
             return self.TTF_CACHE[text]
@@ -114,6 +103,19 @@ async def say(self, text):
         audio = await self._ttf(text)
         await play_buffer(audio)
 
+    def __init__(self, google_ttf_key):
+        self.client = Recognizer()
+        self.session = None
+        self.socket = None
+        self.google_ttf_key = google_ttf_key
+
+    async def stream_mic(self):
+        try:
+            async for block in inputstream_generator(blocksize=960):
+                await self.socket.send_bytes(self.client.send_audio_chunk(block))
+        except asyncio.CancelledError:
+            pass
+
     async def expect(self, *event_classes, ignore=None):
         while True:
             msg = await self.socket.receive()
diff --git a/examples/recognition/basic_async.py b/examples/recognition/basic_async.py
index 86f0d97..21cb66d 100644
--- a/examples/recognition/basic_async.py
+++ b/examples/recognition/basic_async.py
@@ -4,7 +4,9 @@
 from aiohttp import ClientSession  # type: ignore
 
 from uhlive.auth import build_authentication_request
-from uhlive.stream.recognition import Closed
+from uhlive.stream.recognition import (
+    Closed,
+)
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import (
     GrammarDefined,
diff --git a/examples/recognition/basic_sync.py b/examples/recognition/basic_sync.py
index 6744f1d..d43ab92 100644
--- a/examples/recognition/basic_sync.py
+++ b/examples/recognition/basic_sync.py
@@ -7,7 +7,9 @@
 import websocket as ws  # type: ignore
 
 from uhlive.auth import build_authentication_request
-from uhlive.stream.recognition import Closed
+from uhlive.stream.recognition import (
+    Closed,
+)
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import (
     GrammarDefined,
diff --git a/examples/recognition/desktop-bot_async.py b/examples/recognition/desktop-bot_async.py
index fc52ae5..3c9c618 100644
--- a/examples/recognition/desktop-bot_async.py
+++ b/examples/recognition/desktop-bot_async.py
@@ -6,14 +6,16 @@
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import RecognitionComplete, StartOfInput
 
+COUNTRY_LANG = {"france": "fr-FR", "belgique": "fr-BE", "usa": "en-US"}
+
 
 class DemoBot(Bot):
     async def set_defaults(self):
         await self.set_params(
-            speech_language="fr",
+            speech_language="fr-FR",
             no_input_timeout=5000,
             recognition_timeout=20000,
-            speech_complete_timeout=1200,
+            speech_complete_timeout=1000,
             speech_incomplete_timeout=2000,
             speech_nomatch_timeout=3000,
         )
@@ -23,7 +25,10 @@ async def set_defaults(self):
             "speech/keywords?alternatives=allo\\-media", "activation"
         )
         await self.define_grammar(
-            "speech/keywords?alternatives=adresse|multi|arrêt", "menu"
+            "speech/keywords?alternatives=adresse|multi|arrêt|téléphone", "menu"
+        )
+        await self.define_grammar(
+            "speech/keywords?alternatives=france|belgique|usa", "country"
         )
         await self.define_grammar(
             "speech/spelling/mixed?regex=[a-z][0-9]{3}[a-z]", "subs_num"
@@ -79,6 +84,40 @@ async def demo_address(self):
                 await say("tu prononces tellement mal!")
                 print(result.asr.transcript)
 
+    async def demo_phone(self):
+        say = self.say
+        while True:
+            country = await self.ask_until_success(
+                "Quel pays ?",
+                "session:country",
+                recognition_mode="hotword",
+            )
+            speech_language = COUNTRY_LANG[country.value]
+            await say("Composez un numéro de téléphone")
+            await say(f"à partir de {country.value}")
+            await self.recognize(
+                "builtin:speech/spelling/phone_number", speech_language=speech_language
+            )
+            resp = await self.expect(RecognitionComplete, ignore=(StartOfInput,))
+            print(resp.completion_cause)
+            result = resp.body
+            if result.asr is None:
+                await say("Je n'ai rien entendu.")
+            elif result.nlu is None:
+                await say(
+                    "Je ne reconnais pas de numéro de téléphone valide dans ce que vous avez dit."
+                )
+                print("user said", result.asr.transcript)
+            else:
+                phone_number = result.nlu.value
+                await say("Voici le numéro que j'ai compris au format E164:")
+                print(phone_number)
+                confirm = await self.confirm(
+                    "On recommence ?",
+                )
+                if not confirm:
+                    break
+
     async def demo_multi(self):
         say = self.say
         while True:
@@ -126,7 +165,7 @@ async def scenario(self):
         # dialogue
         while True:
             nlu = await self.ask_until_success(
-                "Que voulez vous tester ? Adresse ou multi grammaire ?",
+                "Que voulez vous tester ? Adresse, téléphone ou multi grammaire ?",
                 "session:menu",
                 hotword_max_duration=10000,
                 no_input_timeout=5000,
@@ -138,6 +177,8 @@ async def scenario(self):
                 await self.demo_address()
             elif keyword == "multi":
                 await self.demo_multi()
+            elif keyword == "téléphone":
+                await self.demo_phone()
             elif keyword == "arrêt":
                 break
 
diff --git a/examples/recognition/sync_bot_lib.py b/examples/recognition/sync_bot_lib.py
index a9b8a7f..b426ecf 100644
--- a/examples/recognition/sync_bot_lib.py
+++ b/examples/recognition/sync_bot_lib.py
@@ -12,7 +12,9 @@
 import websocket as ws  # type: ignore
 
 from uhlive.auth import build_authentication_request
-from uhlive.stream.recognition import Closed
+from uhlive.stream.recognition import (
+    Closed,
+)
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import (
     DefaultParams,
diff --git a/examples/recognition/transcribe.py b/examples/recognition/transcribe.py
index 17c0222..628def8 100644
--- a/examples/recognition/transcribe.py
+++ b/examples/recognition/transcribe.py
@@ -5,7 +5,9 @@
 from basic_sync import AudioStreamer
 
 from uhlive.auth import build_authentication_request
-from uhlive.stream.recognition import Closed
+from uhlive.stream.recognition import (
+    Closed,
+)
 from uhlive.stream.recognition import CompletionCause as CC
 from uhlive.stream.recognition import (
     Opened,
diff --git a/justfile b/justfile
new file mode 100644
index 0000000..1715f29
--- /dev/null
+++ b/justfile
@@ -0,0 +1,15 @@
+default: format lint test
+
+test:
+    uv run python -m unittest discover
+
+format:
+    uv run isort --profile black src examples tests
+    uv run black src examples tests
+
+lint:
+    uv run ruff check src examples tests
+    uv run mypy src examples tests
+
+docs:
+    uv run mkdocs build
diff --git a/netlify-build-doc.sh b/netlify-build-doc.sh
new file mode 100755
index 0000000..85699ef
--- /dev/null
+++ b/netlify-build-doc.sh
@@ -0,0 +1,4 @@
+#!/usr/bin/env bash
+curl -LsSf https://astral.sh/uv/install.sh | sh
+uv sync --all-extras
+uv run mkdocs build
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..0c0e199
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,50 @@
+[project]
+name = "uhlive"
+version = "2.0.0"
+url="https://github.com/uhlive/python-sdk"
+authors = [
+    { name = "Allo-Media", email = "support@uh.live" }
+]
+requires-python = ">=3.10"
+description = "Uhlive Python SDK"
+readme = "README.md"
+dependencies = []
+license="MIT"
+license_files = ["LICENSE"]
+classifiers=[
+    "Development Status :: 5 - Production/Stable",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Intended Audience :: Developers",
+    "Operating System :: POSIX :: Linux",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+]
+
+[project.optional-dependencies]
+examples = [
+    "aiohttp>=3.13.1",
+    "requests>=2.32.5",
+    "sounddevice>=0.5.3",
+    "toml>=0.10.2",
+    "websocket-client>=1.9.0",
+]
+
+[build-system]
+requires = ["uv_build>=0.8.22,<0.9.0"]
+build-backend = "uv_build"
+
+[dependency-groups]
+dev = [
+    "black>=25.9.0",
+    "isort>=7.0.0",
+    "mkdocs>=1.6.1",
+    "mkdocs-material>=9.6.22",
+    "mkdocs-material-extensions>=1.3.1",
+    "mkdocstrings-python>=1.18.2",
+    "mypy>=1.18.2",
+    "ruff>=0.14.1",
+    "types-requests>=2.32.4.20250913",
+]
diff --git a/requirements.txt b/requirements.txt
deleted file mode 100644
index 3ded974..0000000
--- a/requirements.txt
+++ /dev/null
@@ -1,54 +0,0 @@
-aiohappyeyeballs==2.4.0
-aiohttp==3.11.7
-aiosignal==1.3.1
-attrs==24.2.0
-babel==2.16.0
-cachetools==5.5.0
-certifi==2024.8.30
-cffi==1.17.1
-chardet==5.2.0
-charset-normalizer==3.3.2
-click==8.1.7
-colorama==0.4.6
-distlib==0.3.9
-filelock==3.16.1
-frozenlist==1.4.1
-ghp-import==2.1.0
-griffe==1.5.1
-idna==3.8
-Jinja2==3.1.4
-Markdown==3.7
-MarkupSafe==3.0.2
-mergedeep==1.3.4
-mkdocs==1.6.1
-mkdocs-autorefs==1.2.0
-mkdocs-get-deps==0.2.0
-mkdocs-material==9.5.45
-mkdocs-material-extensions==1.3.1
-mkdocstrings==0.27.0
-mkdocstrings-python==1.12.2
-multidict==6.0.5
-packaging==24.2
-paginate==0.5.7
-pathspec==0.12.1
-platformdirs==4.3.6
-pluggy==1.5.0
-propcache==0.2.0
-pycparser==2.22
-Pygments==2.18.0
-pymdown-extensions==10.12
-pyproject-api==1.8.0
-python-dateutil==2.9.0.post0
-PyYAML==6.0.2
-pyyaml_env_tag==0.1
-regex==2024.11.6
-requests==2.32.3
-six==1.16.0
-sounddevice==0.5.0
-toml==0.10.2
-tox==4.23.2
-urllib3==2.2.2
-virtualenv==20.27.1
-watchdog==6.0.0
-websocket-client==1.8.0
-yarl==1.18.0
diff --git a/setup.py b/setup.py
deleted file mode 100644
index c425504..0000000
--- a/setup.py
+++ /dev/null
@@ -1,36 +0,0 @@
-from setuptools import find_packages, setup
-
-with open("README.md", "r") as f:
-    long_description = f.read()
-
-setup(
-    name="uhlive",
-    version="1.6.1",
-    url="https://github.com/uhlive/python-sdk",
-    author="Allo-Media",
-    author_email="support@allo-media.fr",
-    description="Python bindings for the Uh!ive APIs",
-    long_description=long_description,
-    long_description_content_type="text/markdown",
-    license="MIT",
-    classifiers=[
-        "Development Status :: 5 - Production/Stable",
-        "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.7",
-        "Programming Language :: Python :: 3.8",
-        "Programming Language :: Python :: 3.9",
-        "Programming Language :: Python :: 3.10",
-        "Programming Language :: Python :: 3.11",
-        "Programming Language :: Python :: 3.12",
-        "Programming Language :: Python :: 3.13",
-        "Intended Audience :: Developers",
-        "Operating System :: POSIX :: Linux",
-        "Topic :: Software Development :: Libraries :: Python Modules",
-    ],
-    package_dir={"": "src"},
-    packages=find_packages(where="src"),
-    extras_require={
-        "examples": ["websocket-client", "requests", "aiohttp", "sounddevice", "toml"]
-    },
-    python_requires=">=3.7",
-)
diff --git a/src/uhlive/stream/conversation/__init__.py b/src/uhlive/stream/conversation/__init__.py
index 28c9098..a7a67d5 100644
--- a/src/uhlive/stream/conversation/__init__.py
+++ b/src/uhlive/stream/conversation/__init__.py
@@ -85,20 +85,20 @@ async def main(uhlive_client, uhlive_secret):
 
 from .client import Conversation, ProtocolError
 from .events import (
-    EntityFound,
+    AudioSegmentDecoded,
+    AudioSpeechDecoded,
+    AudioWordsDecoded,
+    EntityRecognized,
     EntityReference,
     Event,
     Ok,
-    RelationFound,
-    SegmentDecoded,
+    RelationRecognized,
     SpeakerJoined,
     SpeakerLeft,
-    SpeechDecoded,
     Tag,
-    TagsFound,
+    TagsSet,
     Unknown,
     Word,
-    WordsDecoded,
 )
 
 SERVER = os.getenv("UHLIVE_API_URL", "wss://api.uh.live")
@@ -113,20 +113,20 @@ def build_conversation_url(token: str) -> str:
 
 __all__ = [
     "build_conversation_url",
+    "AudioSegmentDecoded",
+    "AudioSpeechDecoded",
+    "AudioWordsDecoded",
     "Conversation",
     "ProtocolError",
     "SpeakerJoined",
     "Word",
-    "EntityFound",
+    "EntityRecognized",
     "Event",
     "Ok",
     "EntityReference",
-    "RelationFound",
-    "SegmentDecoded",
+    "RelationRecognized",
     "SpeakerLeft",
-    "SpeechDecoded",
     "Unknown",
-    "WordsDecoded",
     "Tag",
-    "TagsFound",
+    "TagsSet",
 ]
diff --git a/src/uhlive/stream/conversation/client.py b/src/uhlive/stream/conversation/client.py
index fcb0d93..373d8b7 100644
--- a/src/uhlive/stream/conversation/client.py
+++ b/src/uhlive/stream/conversation/client.py
@@ -176,7 +176,7 @@ def receive(self, data: Union[str, bytes]) -> Event:
         """
         event = Event.from_message(json.loads(data))
         assert (
-            event.topic == self.topic
+            event.conversation == self.topic
         ), "Topic mismatch! Are you trying to mix several conversations on the same socket? This is not supported."
         if isinstance(event, Ok) and event.ref == event.join_ref:
             self._state = State.Joined
diff --git a/src/uhlive/stream/conversation/events.py b/src/uhlive/stream/conversation/events.py
index 62cfe2b..bf59627 100644
--- a/src/uhlive/stream/conversation/events.py
+++ b/src/uhlive/stream/conversation/events.py
@@ -6,8 +6,8 @@
 from .error import UhliveError
 from .human_datetime import human_datetime
 
-ENTITY_NAME = re.compile(r"entity_([\w_]+)_found")
-RELATION_NAME = re.compile(r"relation_([\w_]+)_found")
+ENTITY_NAME = re.compile(r"entity_([\w_]+)_recognized")
+RELATION_NAME = re.compile(r"relation_([\w_]+)_recognized")
 
 
 class Word(dict):
@@ -29,9 +29,9 @@ def length(self) -> int:
         return self["length"]
 
     @property
-    def word(self) -> str:
+    def value(self) -> str:
         """Transcript token string for this word."""
-        return self["word"]
+        return self["value"]
 
     @property
     def confidence(self) -> float:
@@ -42,19 +42,19 @@ def confidence(self) -> float:
 class Event(object):
     """The base class of all events."""
 
-    def __init__(self, join_ref, ref, topic, event, payload) -> None:
+    def __init__(self, join_ref, ref, conversation, event, payload) -> None:
         self._join_ref = join_ref
         self._ref = ref
-        self._topic = topic
+        self._conversation = conversation
         self._payload = payload
 
     def __repr__(self) -> str:
         return f"{self.__class__.__name__}(payload={self._payload})"
 
     @property
-    def topic(self) -> str:
+    def conversation(self) -> str:
         """The conversation identifier"""
-        return self._topic
+        return self._conversation
 
     @property
     def join_ref(self) -> str:
@@ -80,9 +80,9 @@ def from_message(message):
         if event in EVENT_MAP:
             return EVENT_MAP[event](*message)
         if event.startswith("entity_"):
-            return EntityFound(*message)
+            return EntityRecognized(*message)
         if event.startswith("relation_"):
-            return RelationFound(*message)
+            return RelationRecognized(*message)
         if event == "phx_error":
             raise UhliveError("Server error, channel crashed!")
         return Unknown(*message)
@@ -124,13 +124,13 @@ def length(self) -> int:
         return self._payload["length"]
 
 
-class SpeechDecoded(TimeScopedEvent):
+class AudioSpeechDecoded(TimeScopedEvent):
     """The base class of all transcription events."""
 
     @property
-    def transcript(self) -> str:
+    def value(self) -> str:
         """Get the transcript of the whole segment as a string"""
-        return self._payload["transcript"]
+        return self._payload["value"]
 
     @property
     def lang(self) -> str:
@@ -149,17 +149,17 @@ def country(self) -> str:
         return self._payload["country"]
 
     @property
-    def utterance_id(self) -> str:
+    def id(self) -> str:
         """The Utterance id identifies the speech utterance this event transcribes."""
-        return self._payload["utterance_id"]
+        return self._payload["id"]
 
     @property
-    def words(self) -> List[Word]:
+    def components(self) -> List[Word]:
         """Get the transcript of the whole segment as a list of timestamped [words][uhlive.stream.conversation.Word]."""
-        return [Word(w) for w in self._payload["words"]]
+        return [Word(w) for w in self._payload["components"]]
 
     def __str__(self) -> str:
-        return f"[{self.speaker} — {human_datetime(self.start)}] {self.transcript}"
+        return f"[{self.speaker} — {human_datetime(self.start)}] {self.value}"
 
     @property
     def confidence(self) -> float:
@@ -167,25 +167,18 @@ def confidence(self) -> float:
         return self._payload["confidence"]
 
 
-class WordsDecoded(SpeechDecoded):
+class AudioWordsDecoded(AudioSpeechDecoded):
     """Interim segment transcript event."""
 
     pass
 
 
-class SegmentDecoded(SpeechDecoded):
+class AudioSegmentDecoded(AudioSpeechDecoded):
     """Final segment transcript event."""
 
     pass
 
 
-class SegmentNormalized(SpeechDecoded):
-    """Normalized final segment event."""
-
-    def __str__(self) -> str:
-        return f"[{self.speaker} — Formatted] {self.transcript}"
-
-
 class SpeakerJoined(Event):
     """A new speaker joined the conversation (after us)."""
 
@@ -230,14 +223,14 @@ def timestamp(self) -> int:
         return self._payload["timestamp"]
 
 
-class EntityFound(TimeScopedEvent):
+class EntityRecognized(TimeScopedEvent):
     """The class for all entity annotation events."""
 
-    def __init__(self, join_ref, ref, topic, event, payload):
+    def __init__(self, join_ref, ref, conversation, event, payload):
         self._name = ENTITY_NAME.match(event).group(
             1
         )  # let it raise if it doesn't match
-        super().__init__(join_ref, ref, topic, event, payload)
+        super().__init__(join_ref, ref, conversation, event, payload)
 
     @property
     def entity_name(self) -> str:
@@ -261,14 +254,14 @@ def country(self) -> str:
         return self._payload["country"]
 
     @property
-    def canonical(self) -> str:
+    def display(self) -> str | None:
         """The well formatted form of the entity in the language (string)."""
-        return self._payload["annotation"].get("canonical")
+        return self._payload.get("display")
 
     @property
-    def original(self) -> str:
+    def source(self) -> str:
         """The transcript excerpt that was interpreted, as string."""
-        return self._payload["annotation"]["original"]
+        return self._payload["source"]
 
     @property
     def value(self) -> Any:
@@ -276,7 +269,7 @@ def value(self) -> Any:
 
         The exact type depends on the entity.
         """
-        return self._payload["annotation"].get("value")
+        return self._payload.get("value")
 
     @property
     def confidence(self) -> float:
@@ -287,8 +280,8 @@ def __repr__(self) -> str:
         return " ".join(
             (
                 " - ",
-                f"{self.__class__.__name__} in {self.speaker}:  <{self._name}> {self.canonical or self.original}",
-                f"({self.value})" if self.value != self.canonical else "",
+                f"{self.__class__.__name__} in {self.speaker}:  <{self._name}> {self.display or self.source}",
+                f"({self.value})" if self.value != self.display else "",
                 f"[confidence: {self.confidence:.2f}]",
             )
         )
@@ -297,20 +290,23 @@ def __repr__(self) -> str:
 class Tag:
     """A tag represents a behavioral feature found in the conversation."""
 
-    uuid: str
+    value: str
     """The unique id of the Tag."""
-    label: str
+    display: str
     """The human readable name of the Tag."""
 
-    def __init__(self, uuid: str, label: str) -> None:
-        self.uuid = uuid
-        self.label = label
+    confidence: float
+
+    def __init__(self, value: str, display: str, confidence: float) -> None:
+        self.value = value
+        self.display = display
+        self.confidence = confidence
 
     def __repr__(self) -> str:
-        return f"Tag({self.label})"
+        return f"Tag({self.display})"
 
 
-class TagsFound(TimeScopedEvent):
+class TagsSet(TimeScopedEvent):
     """One or more tags were found on this time range."""
 
     @property
@@ -337,7 +333,10 @@ def confidence(self) -> float:
     @property
     def tags(self) -> List[Tag]:
         """The [tags][uhlive.stream.conversation.Tag] that were found on this time range"""
-        return [Tag(t["uuid"], t["label"]) for t in self._payload["annotation"]["tags"]]
+        return [
+            Tag(t["value"], t["display"], t["confidence"])
+            for t in self._payload["components"]
+        ]
 
     def __repr__(self):
         return f"{self.__class__.__name__} in {self.speaker}:  {self.tags}"
@@ -350,29 +349,29 @@ class EntityReference:
     """The name of the `Entity` referenced."""
     speaker: str
     """The speaker identifier."""
-    start: int
-    """The UNIX start time of the referenced `Entity`."""
+    id: str
+    """The id the referenced `Entity`."""
 
-    def __init__(self, entity_name: str, speaker: str, start: int) -> None:
+    def __init__(self, entity_name: str, speaker: str, id: str) -> None:
         self.kind = entity_name
         self.speaker = speaker
-        self.start = start
+        self.id = id
 
     def __repr__(self) -> str:
-        return f"Ref({self.kind} by {self.speaker} at {human_datetime(self.start)})"
+        return f"Ref({self.kind} by {self.speaker} with id {self.id}"
 
 
-class RelationFound(TimeScopedEvent):
+class RelationRecognized(TimeScopedEvent):
     """The class for all Relation events.
 
     Relations express a semantic relationship between two or more entities.
     """
 
-    def __init__(self, join_ref, ref, topic, event, payload):
+    def __init__(self, join_ref, ref, conversation, event, payload):
         self._name = RELATION_NAME.match(event).group(
             1
         )  # let it raise if it doesn't match
-        super().__init__(join_ref, ref, topic, event, payload)
+        super().__init__(join_ref, ref, conversation, event, payload)
 
     @property
     def relation_name(self) -> str:
@@ -393,28 +392,27 @@ def confidence(self) -> float:
         return self._payload["confidence"]
 
     @property
-    def members(self) -> List[EntityReference]:
+    def components(self) -> List[EntityReference]:
         """[References to the Entities][uhlive.stream.conversation.EntityReference] involved in this relationship."""
         m = []
         speaker = self.speaker
         print(self._payload)
-        for ref in self._payload["members"]:
+        for ref in self._payload["components"]:
             kind = (
-                ENTITY_NAME.match(ref["entity"]).group(1) if ref["entity"] else None  # type: ignore
+                ENTITY_NAME.match(ref["class"]).group(1) if ref["class"] else None  # type: ignore
             )
             if kind is not None:
-                m.append(EntityReference(kind, speaker, ref["start"]))
+                m.append(EntityReference(kind, speaker, ref["id"]))
         return m
 
     def __repr__(self) -> str:
-        return f"{self.__class__.__name__} <{self._name}> for {self.members} [confidence: {self.confidence:.2f}]"
+        return f"{self.__class__.__name__} <{self._name}> for {self.components} [confidence: {self.confidence:.2f}]"
 
 
 EVENT_MAP = {
-    "words_decoded": WordsDecoded,
-    "segment_decoded": SegmentDecoded,
-    "segment_normalized": SegmentNormalized,
-    "tags_found": TagsFound,
+    "audio_words_decoded": AudioWordsDecoded,
+    "audio_segment_decoded": AudioSegmentDecoded,
+    "tags_set": TagsSet,
     "speaker_joined": SpeakerJoined,
     "speaker_left": SpeakerLeft,
     "phx_reply": Ok,
diff --git a/tests/conversation_events.py b/tests/conversation_events.py
index 323b70d..b06ea88 100644
--- a/tests/conversation_events.py
+++ b/tests/conversation_events.py
@@ -5,132 +5,110 @@
 words_decoded = [
     S_JOIN_REF,
     2,
-    "conversation:merwan1",
-    "words_decoded",
+    "conversation:rtxm@test",
+    "audio_words_decoded",
     {
-        "speaker": "robin",
-        "start": 2310,
-        "end": 5670,
-        "length": 3360,
-        "lang": "fr",
-        "transcript": "allez-y s' il vous plaît de participer",
-        "words": [
-            {
-                "confidence": 0.94202,
-                "start": 960,
-                "end": 1320,
-                "length": 360,
-                "word": "allez-y",
-            },
-            {
-                "confidence": 0.954795,
-                "start": 1320,
-                "end": 1350,
-                "length": 30,
-                "word": "s'",
-            },
+        "meta": {
+            "model": "generic.lm11.am17.dicGeneric211206.lmwt10",
+            "previous_utterance_id": None,
+        },
+        "value": "bonjour comment ça va",
+        "components": [
             {
-                "confidence": 0.999226,
-                "start": 1350,
-                "end": 1440,
-                "length": 90,
-                "word": "il",
+                "confidence": 1,
+                "end": 1760715687925,
+                "length": 330,
+                "start": 1760715687595,
+                "value": "bonjour",
             },
             {
-                "confidence": 0.999994,
-                "start": 1440,
-                "end": 1560,
-                "length": 120,
-                "word": "vous",
+                "end": 1760715688135,
+                "length": 210,
+                "start": 1760715687925,
+                "value": "comment",
+                "confidence": 1,
             },
             {
-                "confidence": 0.99975,
-                "start": 1560,
-                "end": 1740,
-                "length": 180,
-                "word": "plaît",
+                "start": 1760715688135,
+                "value": "ça",
+                "confidence": 1,
+                "end": 1760715688285,
+                "length": 150,
             },
             {
-                "confidence": 0.663816,
-                "start": 1740,
-                "end": 1770,
-                "length": 30,
-                "word": "de",
-            },
-            {
-                "confidence": 0.852544,
-                "start": 1770,
-                "end": 2700,
-                "length": 930,
-                "word": "participer",
+                "confidence": 1,
+                "end": 1760715688585,
+                "length": 300,
+                "start": 1760715688285,
+                "value": "va",
             },
         ],
+        "country": "fr",
+        "start": 1760715687595,
+        "speaker": "Alice",
+        "client_id": "toto",
+        "lang": "fr",
+        "conversation": "conversation:rtxm@test",
+        "confidence": 1,
+        "length": 990,
+        "id": "0",
+        "campaign_id": "titi",
+        "end": 1760715688585,
     },
 ]
 
 segment_decoded = [
     S_JOIN_REF,
     2,
-    "conversation:merwan1",
-    "segment_decoded",
+    "conversation:rtxm@test",
+    "audio_segment_decoded",
     {
-        "speaker": "robin",
-        "start": 2310,
-        "end": 5670,
-        "length": 3360,
-        "lang": "fr",
-        "transcript": "allez-y s' il vous plaît de participer",
-        "words": [
+        "meta": {
+            "model": "generic.lm11.am17.dicGeneric211206.lmwt10",
+            "previous_utterance_id": None,
+        },
+        "value": "bonjour comment ça va",
+        "components": [
             {
-                "confidence": 0.94202,
-                "start": 960,
-                "end": 1320,
-                "length": 360,
-                "word": "allez-y",
+                "confidence": 1,
+                "end": 1760715687925,
+                "length": 330,
+                "start": 1760715687595,
+                "value": "bonjour",
             },
             {
-                "confidence": 0.954795,
-                "start": 1320,
-                "end": 1350,
-                "length": 30,
-                "word": "s'",
+                "end": 1760715688135,
+                "length": 210,
+                "start": 1760715687925,
+                "value": "comment",
+                "confidence": 1,
             },
             {
-                "confidence": 0.999226,
-                "start": 1350,
-                "end": 1440,
-                "length": 90,
-                "word": "il",
+                "start": 1760715688135,
+                "value": "ça",
+                "confidence": 1,
+                "end": 1760715688285,
+                "length": 150,
             },
             {
-                "confidence": 0.999994,
-                "start": 1440,
-                "end": 1560,
-                "length": 120,
-                "word": "vous",
-            },
-            {
-                "confidence": 0.99975,
-                "start": 1560,
-                "end": 1740,
-                "length": 180,
-                "word": "plaît",
-            },
-            {
-                "confidence": 0.663816,
-                "start": 1740,
-                "end": 1770,
-                "length": 30,
-                "word": "de",
-            },
-            {
-                "confidence": 0.852544,
-                "start": 1770,
-                "end": 2700,
-                "length": 930,
-                "word": "participer",
+                "confidence": 1,
+                "end": 1760715688585,
+                "length": 300,
+                "start": 1760715688285,
+                "value": "va",
             },
         ],
+        "country": "fr",
+        "start": 1760715687595,
+        "speaker": "Alice",
+        "client_id": "toto",
+        "lang": "fr",
+        "conversation": "conversation:rtxm@test",
+        "confidence": 1,
+        "length": 990,
+        "id": "0",
+        "campaign_id": "titi",
+        "end": 1760715688585,
     },
 ]
 
@@ -161,32 +139,48 @@
 entity_number_found = [
     S_JOIN_REF,
     2,
-    "conversation:acme_corp@conference",
-    "entity_number_found",
+    "conversation:rtxm@test",
+    "entity_cardinal_number_recognized",
     {
-        "annotation": {"canonical": "22", "original": "vingt-deux", "value": 22.0},
-        "end": 3690,
-        "lang": "fr",
-        "length": 960,
-        "confidence": 0.9,
         "speaker": "Alice",
-        "start": 2730,
+        "country": "fr",
+        "value": 3,
+        "start": 9260,
+        "length": 200,
+        "source": "trois",
+        "conversation": "conversation:rtxm@test",
+        "campaign_id": "campaignid",
+        "confidence": 0.9,
+        "display": "3",
+        "id": "sd3yeitr-9260",
+        "client_id": "rtxm",
+        "lang": "fr",
+        "end": 9460,
     },
 ]
 
 entity_location_city_found = [
     S_JOIN_REF,
     2,
-    "conversation:acme_corp@conference",
-    "entity_location_city_found",
+    "conversation:rtxm@test",
+    "entity_location_city_recognized",
     {
-        "annotation": {"original": "lyon"},
-        "end": 3690,
+        "id": "Entity.LocationCity-8560",
+        "campaign_id": "campaignid",
+        "country": "fr",
+        "start": 8560,
+        "conversation_id": "debug1761295646.4503515",
         "lang": "fr",
-        "length": 960,
-        "confidence": 0.9,
+        "length": 300,
+        "source": "lyon",
+        "conversation": "conversation:rtxm@test",
+        "meta": {},
+        "confidence": 0.99,
+        "value": "Lyon",
+        "end": 8860,
+        "client_id": "rtxm",
+        "display": "Lyon",
         "speaker": "Alice",
-        "start": 2730,
     },
 ]
 
diff --git a/tests/test_conversation_events.py b/tests/test_conversation_events.py
index 8883fd4..43d67af 100644
--- a/tests/test_conversation_events.py
+++ b/tests/test_conversation_events.py
@@ -1,12 +1,12 @@
 from unittest import TestCase
 
 from uhlive.stream.conversation.events import (
-    EntityFound,
+    AudioSegmentDecoded,
+    AudioWordsDecoded,
+    EntityRecognized,
     Event,
-    SegmentDecoded,
     SpeakerJoined,
     SpeakerLeft,
-    WordsDecoded,
 )
 
 from .conversation_events import (
@@ -28,7 +28,7 @@ def test_speaker(self):
         message = words_decoded
         event = Event.from_message(message)
 
-        self.assertEqual(event.speaker, "robin")
+        self.assertEqual(event.speaker, "Alice")
 
         message = speaker_left
         event = Event.from_message(message)
@@ -39,15 +39,15 @@ def test_transcript(self):
         message = words_decoded
         event = Event.from_message(message)
 
-        self.assertEqual(event.transcript, "allez-y s' il vous plaît de participer")
+        self.assertEqual(event.value, "bonjour comment ça va")
 
     def test_timestamps(self):
         event = Event.from_message(words_decoded)
-        self.assertEqual(event.start, 2310)
-        self.assertEqual(event.end, 5670)
-        self.assertEqual(event.length, 3360)
+        self.assertEqual(event.start, 1760715687595)
+        self.assertEqual(event.end, 1760715688585)
+        self.assertEqual(event.length, 990)
         event = Event.from_message(entity_number_found)
-        self.assertEqual(event.start, 2730)
+        self.assertEqual(event.start, 9260)
         event = Event.from_message(speaker_left)
         self.assertEqual(event.timestamp, 1613129073523)
 
@@ -60,86 +60,65 @@ def test_lang(self):
     def test_type(self):
         message = words_decoded
         event = Event.from_message(message)
-        self.assertIsInstance(event, WordsDecoded)
+        self.assertIsInstance(event, AudioWordsDecoded)
 
         event = Event.from_message(segment_decoded)
-        self.assertIsInstance(event, SegmentDecoded)
+        self.assertIsInstance(event, AudioSegmentDecoded)
 
         message = speaker_left
         event = Event.from_message(message)
         self.assertIsInstance(event, SpeakerLeft)
 
         event = Event.from_message(entity_number_found)
-        self.assertIsInstance(event, EntityFound)
-        self.assertEqual(event.entity_name, "number")
+        self.assertIsInstance(event, EntityRecognized)
+        self.assertEqual(event.entity_name, "cardinal_number")
 
     def test_annotation(self):
         annotation = Event.from_message(entity_number_found)
-        self.assertEqual(annotation.canonical, "22")
-        self.assertEqual(annotation.value, 22.0)
-        self.assertEqual(annotation.original, "vingt-deux")
+        self.assertEqual(annotation.display, "3")
+        self.assertEqual(annotation.value, 3)
+        self.assertEqual(annotation.source, "trois")
 
     def test_words(self):
         message = words_decoded
         event = Event.from_message(message)
 
         self.assertEqual(
-            event.words,
+            event.components,
             [
                 {
-                    "confidence": 0.94202,
-                    "start": 960,
-                    "end": 1320,
-                    "length": 360,
-                    "word": "allez-y",
-                },
-                {
-                    "confidence": 0.954795,
-                    "start": 1320,
-                    "end": 1350,
-                    "length": 30,
-                    "word": "s'",
-                },
-                {
-                    "confidence": 0.999226,
-                    "start": 1350,
-                    "end": 1440,
-                    "length": 90,
-                    "word": "il",
-                },
-                {
-                    "confidence": 0.999994,
-                    "start": 1440,
-                    "end": 1560,
-                    "length": 120,
-                    "word": "vous",
+                    "confidence": 1,
+                    "end": 1760715687925,
+                    "length": 330,
+                    "start": 1760715687595,
+                    "value": "bonjour",
                 },
                 {
-                    "confidence": 0.99975,
-                    "start": 1560,
-                    "end": 1740,
-                    "length": 180,
-                    "word": "plaît",
+                    "end": 1760715688135,
+                    "length": 210,
+                    "start": 1760715687925,
+                    "value": "comment",
+                    "confidence": 1,
                 },
                 {
-                    "confidence": 0.663816,
-                    "start": 1740,
-                    "end": 1770,
-                    "length": 30,
-                    "word": "de",
+                    "start": 1760715688135,
+                    "value": "ça",
+                    "confidence": 1,
+                    "end": 1760715688285,
+                    "length": 150,
                 },
                 {
-                    "confidence": 0.852544,
-                    "start": 1770,
-                    "end": 2700,
-                    "length": 930,
-                    "word": "participer",
+                    "confidence": 1,
+                    "end": 1760715688585,
+                    "length": 300,
+                    "start": 1760715688285,
+                    "value": "va",
                 },
             ],
         )
 
-        first = event.words[0]
-        for attr in ["start", "end", "length", "word", "confidence"]:
+        first = event.components[0]
+        for attr in ["start", "end", "length", "value", "confidence"]:
             self.assertEqual(getattr(first, attr), first[attr])
 
     def test_speaker_joined(self):
@@ -152,7 +131,7 @@ def test_speaker_joined(self):
 
     def test_instantiate_ner_event(self):
         event = Event.from_message(entity_location_city_found)
-        self.assertIsInstance(event, EntityFound)
+        self.assertIsInstance(event, EntityRecognized)
         self.assertEqual(event.entity_name, "location_city")
-        self.assertEqual(event.original, "lyon")
-        self.assertEqual(event.confidence, 0.9)
+        self.assertEqual(event.source, "lyon")
+        self.assertEqual(event.confidence, 0.99)
diff --git a/tox.ini b/tox.ini
deleted file mode 100644
index b67e476..0000000
--- a/tox.ini
+++ /dev/null
@@ -1,45 +0,0 @@
-# tox (https://tox.readthedocs.io/) is a tool for running tests
-# in multiple virtualenvs. This configuration file will run the
-# test suite on all supported python versions. To use it, "pip install tox"
-# and then run "tox" from this directory.
-
-[tox]
-envlist =
-    isort
-    black
-    linter
-    mypy
-    py3
-
-[testenv]
-commands =
-    python -m unittest discover
-
-[testenv:isort]
-skip_install = true
-deps =
-    isort
-commands =
-    isort --profile black src examples tests setup.py
-
-[testenv:black]
-skip_install = true
-deps =
-    black
-commands =
-    black src examples tests setup.py
-
-[testenv:linter]
-skip_install = true
-deps =
-    ruff
-commands =
-    ruff check src examples tests setup.py
-
-[testenv:mypy]
-extras = examples
-deps =
-    mypy
-    types-requests
-commands =
-    mypy src examples tests
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..d66125d
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1444 @@
+version = 1
+revision = 3
+requires-python = ">=3.11"
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+source = { registry = "https://pypi.org/simple" }
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