From b020bd74ebcca8b8ca84de7332165eb434b0435f Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 11:07:35 +0100
Subject: [PATCH 1/9] drop default api url for host of clients

---
 .env.example                             |  2 +-
 .github/workflows/integration.yml        |  2 +-
 Changelog.md                             |  5 +++++
 Contributing.md                          |  4 ++--
 README.md                                |  6 ++++--
 aleph_alpha_client/aleph_alpha_client.py | 19 ++++++++++---------
 pyproject.toml                           |  2 +-
 tests/common.py                          |  2 +-
 tests/test_embed.py                      |  4 ++--
 tests/test_qa.py                         |  1 -
 10 files changed, 27 insertions(+), 20 deletions(-)

diff --git a/.env.example b/.env.example
index 0be3022..99eb740 100644
--- a/.env.example
+++ b/.env.example
@@ -1,2 +1,2 @@
-TEST_API_URL=https://test.api.aleph-alpha.com
+TEST_API_URL=https://inference-api.your-domain.com
 TEST_TOKEN=
\ No newline at end of file
diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index c9c021f..abbd38d 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -26,5 +26,5 @@ jobs:
         run: |
           poetry run pytest
         env:
-          TEST_API_URL: https://api.aleph-alpha.com
+          TEST_API_URL: ${{ secrets.TEST_API_URL }}
           TEST_TOKEN: ${{ secrets.AA_API_TOKEN }}
diff --git a/Changelog.md b/Changelog.md
index dd1d9d6..03aa5a2 100644
--- a/Changelog.md
+++ b/Changelog.md
@@ -1,5 +1,10 @@
 # Changelog
 
+## 8.0.0
+
+- Remove default value for `host` parameter in `Client` and `AsyncClient`. Passing a value for
+  the `host` is now required.
+
 ## 7.6.0
 
 - Add `instructable_embed` to `Client` and `AsyncClient`
diff --git a/Contributing.md b/Contributing.md
index 8a2e526..001b165 100644
--- a/Contributing.md
+++ b/Contributing.md
@@ -16,7 +16,7 @@ Tests can be run using pytest. Make sure to create a `.env` file with the follow
 
 ```env
 # test settings
-TEST_API_URL=https://test.api.aleph-alpha.com
+TEST_API_URL=https://inference-api.your-domain.com
 TEST_TOKEN=your_token
 ```
 
@@ -24,7 +24,7 @@ Instead of a token username and password can be used.
 
 ```env
 # test settings
-TEST_API_URL=https://api.aleph-alpha.com
+TEST_API_URL=https://inference-api.your-domain.com
 TEST_USERNAME=your_username
 TEST_PASSWORD=your_password
 ```
diff --git a/README.md b/README.md
index 363f7ef..89ff4ae 100644
--- a/README.md
+++ b/README.md
@@ -21,9 +21,10 @@ from aleph_alpha_client import Client, CompletionRequest, Prompt
 client = Client(token=os.getenv("AA_TOKEN"))
 request = CompletionRequest(
     prompt=Prompt.from_text("Provide a short description of AI:"),
+    host="https://inference-api.your-domain.com",
     maximum_tokens=64,
 )
-response = client.complete(request, model="luminous-extended")
+response = client.complete(request, model="pharia-1-llm-7b-control")
 
 print(response.completions[0].completion)
 ```
@@ -38,9 +39,10 @@ from aleph_alpha_client import AsyncClient, CompletionRequest, Prompt
 async with AsyncClient(token=os.environ["AA_TOKEN"]) as client:
     request = CompletionRequest(
         prompt=Prompt.from_text("Provide a short description of AI:"),
+        host="https://inference-api.your-domain.com",
         maximum_tokens=64,
     )
-    response = client.complete_with_streaming(request, model="luminous-base")
+    response = client.complete_with_streaming(request, model="pharia-1-llm-7b-control")
 
     async for stream_item in response:
         print(stream_item)
diff --git a/aleph_alpha_client/aleph_alpha_client.py b/aleph_alpha_client/aleph_alpha_client.py
index 985a07c..b96a2bf 100644
--- a/aleph_alpha_client/aleph_alpha_client.py
+++ b/aleph_alpha_client/aleph_alpha_client.py
@@ -129,7 +129,7 @@ class Client:
         token (string, required):
             The API token that will be used for authentication.
 
-        host (string, required, default "https://api.aleph-alpha.com"):
+        host (string, required):
             The hostname of the API host.
 
         hosting(string, optional, default None):
@@ -164,16 +164,16 @@ class Client:
 
     Example usage:
         >>> request = CompletionRequest(
-                prompt=Prompt.from_text(f"Request"), maximum_tokens=64
+                prompt=Prompt.from_text(f"Request"), host="https://inference-api.your-domain.com", maximum_tokens=64
             )
         >>> client = Client(token=os.environ["AA_TOKEN"])
-        >>> response: CompletionResponse = client.complete(request, "luminous-base")
+        >>> response: CompletionResponse = client.complete(request, "pharia-1-llm-7b-control")
     """
 
     def __init__(
         self,
         token: str,
-        host: str = "https://api.aleph-alpha.com",
+        host: str,
         hosting: Optional[str] = None,
         request_timeout_seconds: int = DEFAULT_REQUEST_TIMEOUT,
         total_retries: int = 8,
@@ -706,7 +706,7 @@ class AsyncClient:
         token (string, required):
             The API token that will be used for authentication.
 
-        host (string, required, default "https://api.aleph-alpha.com"):
+        host (string, required):
             The hostname of the API host.
 
         hosting(string, optional, default None):
@@ -740,15 +740,17 @@ class AsyncClient:
             Internal feature.
 
     Example usage:
-        >>> request = CompletionRequest(prompt=Prompt.from_text(f"Request"), maximum_tokens=64)
+        >>> request = CompletionRequest(
+                prompt=Prompt.from_text(f"Request"), host="https://inference-api.your-domain.com", maximum_tokens=64
+            )
         >>> async with AsyncClient(token=os.environ["AA_TOKEN"]) as client:
-                response: CompletionResponse = await client.complete(request, "luminous-base")
+                response: CompletionResponse = await client.complete(request, "pharia-1-llm-7b-control")
     """
 
     def __init__(
         self,
         token: str,
-        host: str = "https://api.aleph-alpha.com",
+        host: str,
         hosting: Optional[str] = None,
         request_timeout_seconds: int = DEFAULT_REQUEST_TIMEOUT,
         total_retries: int = 8,
@@ -846,7 +848,6 @@ async def _post_request(
         json_body = self._build_json_body(request, model)
 
         query_params = self._build_query_parameters()
-
         async with self.session.post(
             self.host + endpoint, json=json_body, params=query_params
         ) as response:
diff --git a/pyproject.toml b/pyproject.toml
index 620919e..191945c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "aleph-alpha-client"
-version = "7.6.0"
+version = "8.0.0"
 description = "python client to interact with Aleph Alpha api endpoints"
 authors = ["Aleph Alpha <support@aleph-alpha.com>"]
 license = "MIT"
diff --git a/tests/common.py b/tests/common.py
index 9390638..80f48ae 100644
--- a/tests/common.py
+++ b/tests/common.py
@@ -34,7 +34,7 @@ def model_name() -> str:
 
 @pytest.fixture(scope="session")
 def chat_model_name() -> str:
-    return "llama-3.1-70b-instruct"
+    return "llama-3.1-8b-instruct"
 
 
 @pytest.fixture(scope="session")
diff --git a/tests/test_embed.py b/tests/test_embed.py
index 91344d3..49f3647 100644
--- a/tests/test_embed.py
+++ b/tests/test_embed.py
@@ -115,7 +115,7 @@ async def test_can_instructable_embed_with_async_client(
     )
 
     response = await async_client.instructable_embed(
-        request, model="Pharia-1-Embedding-4608-control"
+        request, model="pharia-1-embedding-4608-control"
     )
     assert response.model_version is not None
     assert response.embedding
@@ -239,7 +239,7 @@ def test_embed_instructable(sync_client: Client):
     )
 
     result = sync_client.instructable_embed(
-        request=request, model="Pharia-1-Embedding-4608-control"
+        request=request, model="pharia-1-embedding-4608-control"
     )
 
     assert result.model_version is not None
diff --git a/tests/test_qa.py b/tests/test_qa.py
index e09cb64..8b362b9 100644
--- a/tests/test_qa.py
+++ b/tests/test_qa.py
@@ -18,7 +18,6 @@ async def test_can_qa_with_async_client(async_client: AsyncClient):
         query="Who likes pizza?",
         documents=[Document.from_text("Andreas likes pizza.")],
     )
-
     response = await async_client.qa(request)
     assert len(response.answers) == 1
     assert response.answers[0].score > 0.0

From ffdebc47c89055ffaa82bb859f25bd42b045d21a Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 13:00:44 +0100
Subject: [PATCH 2/9] change model names and skip QA tests

---
 tests/test_explanation.py | 2 +-
 tests/test_prompt.py      | 1 +
 tests/test_qa.py          | 6 ++++++
 3 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/tests/test_explanation.py b/tests/test_explanation.py
index c976d8d..9ceff32 100644
--- a/tests/test_explanation.py
+++ b/tests/test_explanation.py
@@ -217,7 +217,7 @@ def test_explanation_with_token_granularities_oom_regression(sync_client: Client
 
 ### Response:"""
     target_text = " India won the Battle of Waterloo."
-    model_name = "luminous-base-control"
+    model_name = "luminous-base"
     request = ExplanationRequest(
         prompt=Prompt([Text(prompt_text, controls=[])]),
         target=target_text,
diff --git a/tests/test_prompt.py b/tests/test_prompt.py
index 69fff18..f6afad9 100644
--- a/tests/test_prompt.py
+++ b/tests/test_prompt.py
@@ -140,6 +140,7 @@ def test_image_controls_with_cats_and_dogs(sync_client: Client):
     text = Text.from_text("A picture of ")
     request = CompletionRequest(
         prompt=Prompt([image, text]),
+        model="pharia-1-llm-7b-control",
         maximum_tokens=16,
         control_log_additive=True,
         disable_optimizations=False,
diff --git a/tests/test_qa.py b/tests/test_qa.py
index 8b362b9..2d5c909 100644
--- a/tests/test_qa.py
+++ b/tests/test_qa.py
@@ -12,7 +12,10 @@
 
 # AsyncClient
 
+SKIP_REASON = "skipping as qa endpoint is deprecated and required model is no longer available"
 
+
+@pytest.mark.skip(reason=SKIP_REASON)
 async def test_can_qa_with_async_client(async_client: AsyncClient):
     request = QaRequest(
         query="Who likes pizza?",
@@ -26,6 +29,7 @@ async def test_can_qa_with_async_client(async_client: AsyncClient):
 # Client
 
 
+@pytest.mark.skip(reason=SKIP_REASON)
 def test_qa_from_text(sync_client: Client):
     # when posting a QA request with a QaRequest object
     request = QaRequest(
@@ -40,6 +44,7 @@ def test_qa_from_text(sync_client: Client):
     assert response.answers[0].score > 0.5
 
 
+@pytest.mark.skip(reason=SKIP_REASON)
 def test_qa_no_answer_found(sync_client: Client):
     # when posting a QA request with a QaRequest object
     request = QaRequest(
@@ -53,6 +58,7 @@ def test_qa_no_answer_found(sync_client: Client):
     assert len(response.answers) == 0
 
 
+@pytest.mark.skip(reason=SKIP_REASON)
 def test_prompt(sync_client: Client):
     # when posting an illegal request
     request = QaRequest(

From f76498bbdfb805f0ea2d3f97db2686c7ccdd3f4d Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 13:12:43 +0100
Subject: [PATCH 3/9] skip summarization tests as well

---
 .github/workflows/integration.yml | 2 +-
 tests/test_prompt.py              | 5 ++---
 tests/test_summarize.py           | 6 ++++++
 3 files changed, 9 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index abbd38d..0f482e0 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -27,4 +27,4 @@ jobs:
           poetry run pytest
         env:
           TEST_API_URL: ${{ secrets.TEST_API_URL }}
-          TEST_TOKEN: ${{ secrets.AA_API_TOKEN }}
+          TEST_TOKEN: ${{ secrets.TEST_TOKEN }}
diff --git a/tests/test_prompt.py b/tests/test_prompt.py
index f6afad9..1586231 100644
--- a/tests/test_prompt.py
+++ b/tests/test_prompt.py
@@ -140,10 +140,9 @@ def test_image_controls_with_cats_and_dogs(sync_client: Client):
     text = Text.from_text("A picture of ")
     request = CompletionRequest(
         prompt=Prompt([image, text]),
-        model="pharia-1-llm-7b-control",
         maximum_tokens=16,
         control_log_additive=True,
         disable_optimizations=False,
     )
-    result = sync_client.complete(request, model="luminous-extended")
-    assert result.completions[0].completion == " a dog"
+    result = sync_client.complete(request, model="luminous-base")
+    assert result.completions[0].completion == " a dog with a blank sign"
diff --git a/tests/test_summarize.py b/tests/test_summarize.py
index f1cbb65..563988f 100644
--- a/tests/test_summarize.py
+++ b/tests/test_summarize.py
@@ -11,6 +11,10 @@
 # AsyncClient
 
 
+SKIP_REASON = "skipping as summarization endpoint is deprecated and required model is no longer available"
+
+
+@pytest.mark.skip(reason=SKIP_REASON)
 @pytest.mark.system_test
 async def test_can_summarize_with_async_client(async_client: AsyncClient):
     request = SummarizationRequest(
@@ -24,6 +28,7 @@ async def test_can_summarize_with_async_client(async_client: AsyncClient):
 # Client
 
 
+@pytest.mark.skip(reason=SKIP_REASON)
 @pytest.mark.system_test
 def test_summarize(sync_client: Client):
     # when posting a Summarization request
@@ -37,6 +42,7 @@ def test_summarize(sync_client: Client):
     assert response.summary is not None
 
 
+@pytest.mark.skip(reason=SKIP_REASON)
 @pytest.mark.system_test
 def test_text(sync_client: Client):
     request = SummarizationRequest(

From 6193b74f9e8608751cb2fd05fad16477f5d287b0 Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 13:24:20 +0100
Subject: [PATCH 4/9] rename common.py to conftest.py to allow for easier use
 of fixtures

---
 tests/{common.py => conftest.py} | 0
 tests/test_chat.py               | 2 --
 tests/test_clients.py            | 1 -
 tests/test_complete.py           | 7 -------
 tests/test_detokenize.py         | 6 ------
 tests/test_embed.py              | 5 -----
 tests/test_evaluate.py           | 5 -----
 tests/test_explanation.py        | 9 +--------
 tests/test_prompt.py             | 2 --
 tests/test_prompt_template.py    | 1 -
 tests/test_qa.py                 | 5 -----
 tests/test_summarize.py          | 5 -----
 tests/test_tokenize.py           | 6 ------
 13 files changed, 1 insertion(+), 53 deletions(-)
 rename tests/{common.py => conftest.py} (100%)

diff --git a/tests/common.py b/tests/conftest.py
similarity index 100%
rename from tests/common.py
rename to tests/conftest.py
diff --git a/tests/test_chat.py b/tests/test_chat.py
index eb006be..b19cb60 100644
--- a/tests/test_chat.py
+++ b/tests/test_chat.py
@@ -10,8 +10,6 @@
     Usage,
     ChatStreamChunk,
 )
-from tests.common import async_client, sync_client, model_name, chat_model_name
-
 
 @pytest.mark.system_test
 async def test_can_not_chat_with_all_models(async_client: AsyncClient, model_name: str):
diff --git a/tests/test_clients.py b/tests/test_clients.py
index c22030b..32dd135 100644
--- a/tests/test_clients.py
+++ b/tests/test_clients.py
@@ -10,7 +10,6 @@
     CompletionResult,
 )
 from aleph_alpha_client.prompt import Prompt
-from tests.common import model_name, sync_client, async_client
 
 
 def test_api_version_mismatch_client(httpserver: HTTPServer):
diff --git a/tests/test_complete.py b/tests/test_complete.py
index 62c8e72..cc5eca3 100644
--- a/tests/test_complete.py
+++ b/tests/test_complete.py
@@ -15,13 +15,6 @@
     Tokens,
 )
 
-from tests.common import (
-    sync_client,
-    async_client,
-    model_name,
-    prompt_image,
-)
-
 
 @pytest.mark.system_test
 async def test_can_complete_with_async_client(
diff --git a/tests/test_detokenize.py b/tests/test_detokenize.py
index f822f1f..8ae76d9 100644
--- a/tests/test_detokenize.py
+++ b/tests/test_detokenize.py
@@ -2,12 +2,6 @@
 from aleph_alpha_client.aleph_alpha_client import AsyncClient, Client
 from aleph_alpha_client.detokenization import DetokenizationRequest
 
-from tests.common import (
-    model_name,
-    sync_client,
-    async_client,
-)
-
 
 # AsyncClient
 
diff --git a/tests/test_embed.py b/tests/test_embed.py
index 49f3647..aadacc8 100644
--- a/tests/test_embed.py
+++ b/tests/test_embed.py
@@ -15,11 +15,6 @@
     BatchSemanticEmbeddingResponse,
 )
 from aleph_alpha_client.prompt import Prompt
-from tests.common import (
-    sync_client,
-    async_client,
-    model_name,
-)
 
 # AsyncClient
 
diff --git a/tests/test_evaluate.py b/tests/test_evaluate.py
index 465f18f..f05b80c 100644
--- a/tests/test_evaluate.py
+++ b/tests/test_evaluate.py
@@ -2,11 +2,6 @@
 from aleph_alpha_client.aleph_alpha_client import AsyncClient, Client
 from aleph_alpha_client.evaluation import EvaluationRequest
 from aleph_alpha_client.prompt import Prompt
-from tests.common import (
-    sync_client,
-    model_name,
-    async_client,
-)
 
 
 # AsyncClient
diff --git a/tests/test_explanation.py b/tests/test_explanation.py
index 9ceff32..09b3eea 100644
--- a/tests/test_explanation.py
+++ b/tests/test_explanation.py
@@ -10,7 +10,6 @@
     ExplanationRequest,
     AsyncClient,
     Client,
-    ExplanationRequest,
     Image,
     Prompt,
     Text,
@@ -21,14 +20,8 @@
     ImageScore,
 )
 
-from tests.common import (
-    sync_client,
-    model_name,
-    async_client,
-)
-
 
-# AsynClient
+# AsyncClient
 
 
 async def test_can_explain_with_async_client(
diff --git a/tests/test_prompt.py b/tests/test_prompt.py
index 1586231..abe8d64 100644
--- a/tests/test_prompt.py
+++ b/tests/test_prompt.py
@@ -7,9 +7,7 @@
 )
 from aleph_alpha_client.aleph_alpha_client import Client
 from aleph_alpha_client.completion import CompletionRequest
-from aleph_alpha_client import Image
 from aleph_alpha_client.prompt import Text, TextControl
-from tests.common import sync_client, model_name
 
 
 def test_init_prompt_with_str():
diff --git a/tests/test_prompt_template.py b/tests/test_prompt_template.py
index db3e307..22917f3 100644
--- a/tests/test_prompt_template.py
+++ b/tests/test_prompt_template.py
@@ -3,7 +3,6 @@
 from aleph_alpha_client.prompt import Prompt, Image, Text, Tokens
 from aleph_alpha_client.prompt_template import PromptTemplate
 from liquid.exceptions import LiquidTypeError
-from .common import prompt_image
 
 
 def test_to_prompt_with_text_array():
diff --git a/tests/test_qa.py b/tests/test_qa.py
index 2d5c909..42bea9d 100644
--- a/tests/test_qa.py
+++ b/tests/test_qa.py
@@ -4,11 +4,6 @@
 from aleph_alpha_client.prompt import Prompt
 from aleph_alpha_client.qa import QaRequest
 
-from tests.common import (
-    sync_client,
-    model_name,
-    async_client,
-)
 
 # AsyncClient
 
diff --git a/tests/test_summarize.py b/tests/test_summarize.py
index 563988f..db69e5e 100644
--- a/tests/test_summarize.py
+++ b/tests/test_summarize.py
@@ -2,11 +2,6 @@
 from aleph_alpha_client import Document, SummarizationRequest
 from aleph_alpha_client.aleph_alpha_client import AsyncClient, Client
 
-from tests.common import (
-    sync_client,
-    async_client,
-    model_name,
-)
 
 # AsyncClient
 
diff --git a/tests/test_tokenize.py b/tests/test_tokenize.py
index 7dea9b4..14a9dfe 100644
--- a/tests/test_tokenize.py
+++ b/tests/test_tokenize.py
@@ -3,12 +3,6 @@
 from aleph_alpha_client.tokenization import TokenizationRequest
 from aleph_alpha_client.detokenization import DetokenizationRequest
 
-from tests.common import (
-    sync_client,
-    model_name,
-    async_client,
-)
-
 
 # AsyncClient
 

From 832dbbee520803a3c4ada52654fded0acf83c547 Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 13:41:13 +0100
Subject: [PATCH 5/9] add ruff and pre-commit hooks

---
 .gitignore                       |   4 +-
 .pre-commit-config.yaml          |  13 +
 aleph_alpha_client/completion.py |   8 +-
 aleph_alpha_client/prompt.py     |  12 +-
 poetry.lock                      | 602 +++++++++++++++++--------------
 pyproject.toml                   |   4 +-
 tests/test_chat.py               |   1 +
 tests/test_image.py              |   2 +-
 tests/test_qa.py                 |   4 +-
 tests/test_wildcard_import.py    |   2 +-
 10 files changed, 357 insertions(+), 295 deletions(-)
 create mode 100644 .pre-commit-config.yaml

diff --git a/.gitignore b/.gitignore
index 63da389..03d976c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -139,4 +139,6 @@ cython_debug/
 
 # IDEs
 .vscode/
-.idea/
\ No newline at end of file
+.idea/
+
+.ruff_cache/
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
new file mode 100644
index 0000000..a77576d
--- /dev/null
+++ b/.pre-commit-config.yaml
@@ -0,0 +1,13 @@
+repos:
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.8.1
+    hooks:
+      - id: ruff
+      - id: ruff-format
+  - repo: https://github.com/pre-commit/mirrors-mypy
+    rev: 'v1.13.0'
+    hooks:
+      - id: mypy
+        pass_filenames: false
+        args: ['aleph_alpha_client', 'tests']
+        language: system
diff --git a/aleph_alpha_client/completion.py b/aleph_alpha_client/completion.py
index 6b8aff5..5a04b82 100644
--- a/aleph_alpha_client/completion.py
+++ b/aleph_alpha_client/completion.py
@@ -40,12 +40,12 @@ class CompletionRequest:
         presence_penalty (float, optional, default 0.0)
             The presence penalty reduces the likelihood of generating tokens that are already present in the
             generated text (`repetition_penalties_include_completion=true`) respectively the prompt (`repetition_penalties_include_prompt=true`).
-            Presence penalty is independent of the number of occurences. Increase the value to produce text that is not repeating the input.
+            Presence penalty is independent of the number of occurrences. Increase the value to produce text that is not repeating the input.
 
         frequency_penalty (float, optional, default 0.0)
             The frequency penalty reduces the likelihood of generating tokens that are already present in the
             generated text (`repetition_penalties_include_completion=true`) respectively the prompt (`repetition_penalties_include_prompt=true`).
-            Frequency penalty is dependent on the number of occurences of a token.
+            Frequency penalty is dependent on the number of occurrences of a token.
 
         repetition_penalties_include_prompt (bool, optional, default False)
             Flag deciding whether presence penalty or frequency penalty are updated from the prompt
@@ -107,7 +107,7 @@ class CompletionRequest:
         stop_sequences (List(str), optional, default None)
             List of strings which will stop generation if they're generated. Stop sequences may be helpful in structured texts.
 
-            Example: In a question answering scenario a text may consist of lines starting with either "Question: " or "Answer: " (alternating). After producing an answer, the model will be likely to generate "Question: ". "Question: " may therfore be used as stop sequence in order not to have the model generate more questions but rather restrict text generation to the answers.
+            Example: In a question answering scenario a text may consist of lines starting with either "Question: " or "Answer: " (alternating). After producing an answer, the model will be likely to generate "Question: ". "Question: " may therefore be used as stop sequence in order not to have the model generate more questions but rather restrict text generation to the answers.
 
         tokens (bool, optional, default False)
             return tokens of completion
@@ -131,7 +131,7 @@ class CompletionRequest:
             (if repetition_penalties_include_prompt is True) and prior completion (if repetition_penalties_include_completion is True).
 
         sequence_penalty_min_length (int, default 2)
-            Minimal number of tokens to be considered as sequence. Must be greater or eqaul 2.
+            Minimal number of tokens to be considered as sequence. Must be greater or equal 2.
 
         use_multiplicative_sequence_penalty (bool, default False)
             Flag deciding whether sequence penalty is applied multiplicatively (True) or additively (False).
diff --git a/aleph_alpha_client/prompt.py b/aleph_alpha_client/prompt.py
index bdf14b6..81b583e 100644
--- a/aleph_alpha_client/prompt.py
+++ b/aleph_alpha_client/prompt.py
@@ -54,7 +54,7 @@ class TokenControl:
 
         factor (float, required):
             The amount to adjust model attention by.
-            Values between 0 and 1 will supress attention.
+            Values between 0 and 1 will suppress attention.
             A value of 1 will have no effect.
             Values above 1 will increase attention.
 
@@ -121,7 +121,7 @@ class TextControl:
             The amount of characters to apply the factor to.
         factor (float, required):
             The amount to adjust model attention by.
-            Values between 0 and 1 will supress attention.
+            Values between 0 and 1 will suppress attention.
             A value of 1 will have no effect.
             Values above 1 will increase attention.
         token_overlap (ControlTokenOverlap, optional):
@@ -163,7 +163,7 @@ class Text:
         text (str, required):
             The text prompt
         controls (list of TextControl, required):
-            A list of TextControls to manilpulate attention when processing the prompt.
+            A list of TextControls to manipulate attention when processing the prompt.
             Can be empty if no manipulation is required.
 
     Examples:
@@ -227,7 +227,7 @@ class ImageControl:
             Must be a value between 0 and 1, where 1 means the full height of the image.
         factor (float, required):
             The amount to adjust model attention by.
-            Values between 0 and 1 will supress attention.
+            Values between 0 and 1 will suppress attention.
             A value of 1 will have no effect.
             Values above 1 will increase attention.
         token_overlap (ControlTokenOverlap, optional):
@@ -285,7 +285,7 @@ class Image:
         >>> image = Image.from_url(url)
     """
 
-    # We use a base_64 reperesentation, because we want to embed the image
+    # We use a base_64 representation, because we want to embed the image
     # into a prompt send in JSON.
     base_64: str
     cropping: Optional[Cropping]
@@ -310,7 +310,7 @@ def from_image_source(
                 p = urlparse(image_source)
                 if p.scheme:
                     return cls.from_url(url=image_source, controls=controls)
-            except Exception as e:
+            except Exception:
                 # we assume that If the string runs into a Exception it isn't not a valid ulr
                 pass
 
diff --git a/poetry.lock b/poetry.lock
index 7a9cdde..eda0027 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -16,13 +16,13 @@ pycares = ">=4.0.0"
 
 [[package]]
 name = "aiohappyeyeballs"
-version = "2.4.3"
+version = "2.4.4"
 description = "Happy Eyeballs for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "aiohappyeyeballs-2.4.3-py3-none-any.whl", hash = "sha256:8a7a83727b2756f394ab2895ea0765a0a8c475e3c71e98d43d76f22b4b435572"},
-    {file = "aiohappyeyeballs-2.4.3.tar.gz", hash = "sha256:75cf88a15106a5002a8eb1dab212525c00d1f4c0fa96e551c9fbe6f09a621586"},
+    {file = "aiohappyeyeballs-2.4.4-py3-none-any.whl", hash = "sha256:a980909d50efcd44795c4afeca523296716d50cd756ddca6af8c65b996e27de8"},
+    {file = "aiohappyeyeballs-2.4.4.tar.gz", hash = "sha256:5fdd7d87889c63183afc18ce9271f9b0a7d32c2303e394468dd45d514a757745"},
 ]
 
 [[package]]
@@ -189,31 +189,28 @@ files = [
 
 [[package]]
 name = "asttokens"
-version = "2.4.1"
+version = "3.0.0"
 description = "Annotate AST trees with source code positions"
 optional = true
-python-versions = "*"
+python-versions = ">=3.8"
 files = [
-    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
-    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
+    {file = "asttokens-3.0.0-py3-none-any.whl", hash = "sha256:e3078351a059199dd5138cb1c706e6430c05eff2ff136af5eb4790f9d28932e2"},
+    {file = "asttokens-3.0.0.tar.gz", hash = "sha256:0dcd8baa8d62b0c1d118b399b2ddba3c4aff271d0d7a9e0d4c1681c79035bbc7"},
 ]
 
-[package.dependencies]
-six = ">=1.12.0"
-
 [package.extras]
-astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
-test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+astroid = ["astroid (>=2,<4)"]
+test = ["astroid (>=2,<4)", "pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "async-timeout"
-version = "4.0.3"
+version = "5.0.1"
 description = "Timeout context manager for asyncio programs"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
-    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+    {file = "async_timeout-5.0.1-py3-none-any.whl", hash = "sha256:39e3809566ff85354557ec2398b55e096c8364bacac9405a7a1fa429e77fe76c"},
+    {file = "async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3"},
 ]
 
 [[package]]
@@ -438,6 +435,17 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "cfgv"
+version = "3.4.0"
+description = "Validate configuration and produce human readable error messages."
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "cfgv-3.4.0-py2.py3-none-any.whl", hash = "sha256:b7265b1f29fd3316bfcd2b330d63d024f2bfd8bcb8b0272f8e19a504856c48f9"},
+    {file = "cfgv-3.4.0.tar.gz", hash = "sha256:e52591d4c5f5dead8e0f673fb16db7949d2cfb3f7da4582893288f0ded8fe560"},
+]
+
 [[package]]
 name = "charset-normalizer"
 version = "3.4.0"
@@ -683,37 +691,37 @@ toml = ["tomli"]
 
 [[package]]
 name = "debugpy"
-version = "1.8.7"
+version = "1.8.9"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "debugpy-1.8.9.zip", hash = "sha256:1339e14c7d980407248f09824d1b25ff5c5616651689f1e0f0e51bdead3ea13e"},
 ]
 
 [[package]]
@@ -738,6 +746,17 @@ files = [
     {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
 ]
 
+[[package]]
+name = "distlib"
+version = "0.3.9"
+description = "Distribution utilities"
+optional = true
+python-versions = "*"
+files = [
+    {file = "distlib-0.3.9-py2.py3-none-any.whl", hash = "sha256:47f8c22fd27c27e25a65601af709b38e4f0a45ea4fc2e710f65755fa8caaaf87"},
+    {file = "distlib-0.3.9.tar.gz", hash = "sha256:a60f20dea646b8a33f3e7772f74dc0b2d0772d2837ee1342a00645c81edf9403"},
+]
+
 [[package]]
 name = "docutils"
 version = "0.20.1"
@@ -779,13 +798,13 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastjsonschema"
-version = "2.20.0"
+version = "2.21.1"
 description = "Fastest Python implementation of JSON schema"
 optional = true
 python-versions = "*"
 files = [
-    {file = "fastjsonschema-2.20.0-py3-none-any.whl", hash = "sha256:5875f0b0fa7a0043a91e93a9b8f793bcbbba9691e7fd83dca95c28ba26d21f0a"},
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+    {file = "fastjsonschema-2.21.1.tar.gz", hash = "sha256:794d4f0a58f848961ba16af7b9c85a3e88cd360df008c59aac6fc5ae9323b5d4"},
 ]
 
 [package.extras]
@@ -949,13 +968,13 @@ tqdm = ["tqdm"]
 
 [[package]]
 name = "huggingface-hub"
-version = "0.26.2"
+version = "0.26.3"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "huggingface_hub-0.26.3-py3-none-any.whl", hash = "sha256:e66aa99e569c2d5419240a9e553ad07245a5b1300350bfbc5a4945cf7432991b"},
+    {file = "huggingface_hub-0.26.3.tar.gz", hash = "sha256:90e1fe62ffc26757a073aaad618422b899ccf9447c2bba8c902a90bef5b42e1d"},
 ]
 
 [package.dependencies]
@@ -981,6 +1000,20 @@ testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gr
 torch = ["safetensors[torch]", "torch"]
 typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
 
+[[package]]
+name = "identify"
+version = "2.6.1"
+description = "File identification library for Python"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "identify-2.6.1-py2.py3-none-any.whl", hash = "sha256:53863bcac7caf8d2ed85bd20312ea5dcfc22226800f6d6881f232d861db5a8f0"},
+    {file = "identify-2.6.1.tar.gz", hash = "sha256:91478c5fb7c3aac5ff7bf9b4344f803843dc586832d5f110d672b19aa1984c98"},
+]
+
+[package.extras]
+license = ["ukkonen"]
+
 [[package]]
 name = "idna"
 version = "3.10"
@@ -1136,22 +1169,22 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa
 
 [[package]]
 name = "jedi"
-version = "0.19.1"
+version = "0.19.2"
 description = "An autocompletion tool for Python that can be used for text editors."
 optional = true
 python-versions = ">=3.6"
 files = [
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+    {file = "jedi-0.19.2.tar.gz", hash = "sha256:4770dc3de41bde3966b02eb84fbcf557fb33cce26ad23da12c742fb50ecb11f0"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.3,<0.9.0"
+parso = ">=0.8.4,<0.9.0"
 
 [package.extras]
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-testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+testing = ["Django", "attrs", "colorama", "docopt", "pytest (<9.0.0)"]
 
 [[package]]
 name = "jinja2"
@@ -1526,13 +1559,13 @@ files = [
 
 [[package]]
 name = "nbclient"
-version = "0.10.0"
+version = "0.10.1"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 optional = true
 python-versions = ">=3.8.0"
 files = [
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+    {file = "nbclient-0.10.1-py3-none-any.whl", hash = "sha256:949019b9240d66897e442888cfb618f69ef23dc71c01cb5fced8499c2cfc084d"},
+    {file = "nbclient-0.10.1.tar.gz", hash = "sha256:3e93e348ab27e712acd46fccd809139e356eb9a31aab641d1a7991a6eb4e6f68"},
 ]
 
 [package.dependencies]
@@ -1543,7 +1576,7 @@ traitlets = ">=5.4"
 
 [package.extras]
 dev = ["pre-commit"]
-docs = ["autodoc-traits", "mock", "moto", "myst-parser", "nbclient[test]", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling"]
+docs = ["autodoc-traits", "flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "mock", "moto", "myst-parser", "nbconvert (>=7.0.0)", "pytest (>=7.0,<8)", "pytest-asyncio", "pytest-cov (>=4.0)", "sphinx (>=1.7)", "sphinx-book-theme", "sphinxcontrib-spelling", "testpath", "xmltodict"]
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 [[package]]
@@ -1616,6 +1649,17 @@ files = [
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 ]
 
+[[package]]
+name = "nodeenv"
+version = "1.9.1"
+description = "Node.js virtual environment builder"
+optional = true
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+files = [
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+]
+
 [[package]]
 name = "packaging"
 version = "24.2"
@@ -1828,6 +1872,24 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
 
+[[package]]
+name = "pre-commit"
+version = "3.5.0"
+description = "A framework for managing and maintaining multi-language pre-commit hooks."
+optional = true
+python-versions = ">=3.8"
+files = [
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+    {file = "pre_commit-3.5.0.tar.gz", hash = "sha256:5804465c675b659b0862f07907f96295d490822a450c4c40e747d0b1c6ebcb32"},
+]
+
+[package.dependencies]
+cfgv = ">=2.0.0"
+identify = ">=1.0.0"
+nodeenv = ">=0.11.1"
+pyyaml = ">=5.1"
+virtualenv = ">=20.10.0"
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.48"
@@ -2507,114 +2569,141 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.20.0"
+version = "0.20.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "tokenizers-0.21.0-cp39-abi3-win32.whl", hash = "sha256:eb1702c2f27d25d9dd5b389cc1f2f51813e99f8ca30d9e25348db6585a97e24a"},
+    {file = "tokenizers-0.21.0-cp39-abi3-win_amd64.whl", hash = "sha256:87841da5a25a3a5f70c102de371db120f41873b854ba65e52bccd57df5a3780c"},
+    {file = "tokenizers-0.21.0.tar.gz", hash = "sha256:ee0894bf311b75b0c03079f33859ae4b2334d675d4e93f5a4132e1eae2834fe4"},
 ]
 
 [package.dependencies]
@@ -2975,13 +2967,43 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
 
 [[package]]
 name = "tomli"
-version = "2.0.2"
+version = "2.2.1"
 description = "A lil' TOML parser"
 optional = true
 python-versions = ">=3.8"
 files = [
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-    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
+    {file = "tomli-2.2.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:678e4fa69e4575eb77d103de3df8a895e1591b48e740211bd1067378c69e8249"},
+    {file = "tomli-2.2.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6"},
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+    {file = "tomli-2.2.1-cp311-cp311-win_amd64.whl", hash = "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b"},
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+    {file = "tomli-2.2.1-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:a198f10c4d1b1375d7687bc25294306e551bf1abfa4eace6650070a5c1ae2744"},
+    {file = "tomli-2.2.1-cp313-cp313-win32.whl", hash = "sha256:d3f5614314d758649ab2ab3a62d4f2004c825922f9e370b29416484086b264ec"},
+    {file = "tomli-2.2.1-cp313-cp313-win_amd64.whl", hash = "sha256:a38aa0308e754b0e3c67e344754dff64999ff9b513e691d0e786265c93583c69"},
+    {file = "tomli-2.2.1-py3-none-any.whl", hash = "sha256:cb55c73c5f4408779d0cf3eef9f762b9c9f147a77de7b258bef0a5628adc85cc"},
+    {file = "tomli-2.2.1.tar.gz", hash = "sha256:cd45e1dc79c835ce60f7404ec8119f2eb06d38b1deba146f07ced3bbc44505ff"},
 ]
 
 [[package]]
@@ -3107,6 +3129,26 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "virtualenv"
+version = "20.28.0"
+description = "Virtual Python Environment builder"
+optional = true
+python-versions = ">=3.8"
+files = [
+    {file = "virtualenv-20.28.0-py3-none-any.whl", hash = "sha256:23eae1b4516ecd610481eda647f3a7c09aea295055337331bb4e6892ecce47b0"},
+    {file = "virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa"},
+]
+
+[package.dependencies]
+distlib = ">=0.3.7,<1"
+filelock = ">=3.12.2,<4"
+platformdirs = ">=3.9.1,<5"
+
+[package.extras]
+docs = ["furo (>=2023.7.26)", "proselint (>=0.13)", "sphinx (>=7.1.2,!=7.3)", "sphinx-argparse (>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"]
+test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"]
+
 [[package]]
 name = "wcwidth"
 version = "0.2.13"
@@ -3278,7 +3320,7 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 type = ["pytest-mypy"]
 
 [extras]
-dev = ["black", "ipykernel", "mypy", "nbconvert", "pytest", "pytest-aiohttp", "pytest-cov", "pytest-dotenv", "pytest-httpserver", "types-Pillow", "types-tqdm"]
+dev = ["black", "ipykernel", "mypy", "nbconvert", "pre-commit", "pytest", "pytest-aiohttp", "pytest-cov", "pytest-dotenv", "pytest-httpserver", "ruff", "types-Pillow", "types-tqdm"]
 docs = ["sphinx", "sphinx_rtd_theme"]
 test = ["pytest", "pytest-aiohttp", "pytest-cov", "pytest-dotenv", "pytest-httpserver"]
 types = ["mypy", "types-Pillow", "types-requests", "types-tqdm"]
@@ -3286,4 +3328,4 @@ types = ["mypy", "types-Pillow", "types-requests", "types-tqdm"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.13"
-content-hash = "e609b6609eb2ddbdd8651b248dda48bd818c51d54682b03dca3cac750c48c80f"
+content-hash = "9252f4f93c829f850325f17de7e2f8d22dbfd70c8c7a3fb197d75816de3b34f3"
diff --git a/pyproject.toml b/pyproject.toml
index 191945c..eb2d1b4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -29,6 +29,8 @@ pytest-dotenv = { version = "*", optional = true }
 pytest-httpserver = { version = "*", optional = true }
 pytest-aiohttp = { version = "*", optional = true }
 mypy = { version = "*", optional = true }
+pre-commit = { version = "*", optional = true }
+ruff = { version = "*", optional = true }
 types-requests = { version = "*", optional = true }
 types-Pillow = { version = "*", optional = true }
 types-tqdm = { version = "*", optional = true }
@@ -41,7 +43,7 @@ sphinx_rtd_theme = { version = "*", optional = true }
 [tool.poetry.extras]
 test = ["pytest", "pytest-cov", "pytest-dotenv", "pytest-httpserver", "pytest-aiohttp"]
 types = ["mypy", "types-requests", "types-Pillow", "types-tqdm"]
-dev = ["pytest", "pytest-cov", "pytest-dotenv", "pytest-httpserver", "pytest-aiohttp", "mypy", "types-request", "types-Pillow", "types-tqdm", "nbconvert", "ipykernel", "black"]
+dev = ["pytest", "pytest-cov", "pytest-dotenv", "pytest-httpserver", "pytest-aiohttp", "mypy", "types-request", "types-Pillow", "types-tqdm", "nbconvert", "ipykernel", "black", "pre-commit", "ruff"]
 docs = ["sphinx", "sphinx_rtd_theme"]
 
 [tool.pytest.ini_options]
diff --git a/tests/test_chat.py b/tests/test_chat.py
index b19cb60..27af52d 100644
--- a/tests/test_chat.py
+++ b/tests/test_chat.py
@@ -11,6 +11,7 @@
     ChatStreamChunk,
 )
 
+
 @pytest.mark.system_test
 async def test_can_not_chat_with_all_models(async_client: AsyncClient, model_name: str):
     request = ChatRequest(
diff --git a/tests/test_image.py b/tests/test_image.py
index 0b35136..e306ac0 100644
--- a/tests/test_image.py
+++ b/tests/test_image.py
@@ -14,7 +14,7 @@ def test_from_url_with_non_OK_response(httpserver: HTTPServer):
         "html", status=HTTPStatus.FORBIDDEN
     )
 
-    with raises(RequestException) as e:
+    with raises(RequestException):
         Image.from_url(httpserver.url_for(path))
 
 
diff --git a/tests/test_qa.py b/tests/test_qa.py
index 42bea9d..88cff6f 100644
--- a/tests/test_qa.py
+++ b/tests/test_qa.py
@@ -7,7 +7,9 @@
 
 # AsyncClient
 
-SKIP_REASON = "skipping as qa endpoint is deprecated and required model is no longer available"
+SKIP_REASON = (
+    "skipping as qa endpoint is deprecated and required model is no longer available"
+)
 
 
 @pytest.mark.skip(reason=SKIP_REASON)
diff --git a/tests/test_wildcard_import.py b/tests/test_wildcard_import.py
index 552df54..d02d603 100644
--- a/tests/test_wildcard_import.py
+++ b/tests/test_wildcard_import.py
@@ -1,4 +1,4 @@
-from aleph_alpha_client import *
+from aleph_alpha_client import *  # noqa
 
 
 def test_should_be_able_to_import_with_wildcard():

From eac45b06ce946dd37811da192aca9f1a1fcd9f34 Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 16:12:15 +0100
Subject: [PATCH 6/9] down pin tokenizers dependency

---
 poetry.lock    | 131 ++++++++++++++++++++++++++++++++++++++++++-------
 pyproject.toml |   2 +-
 2 files changed, 115 insertions(+), 18 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index eda0027..65df251 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2935,26 +2935,123 @@ test = ["pytest", "ruff"]
 
 [[package]]
 name = "tokenizers"
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 description = ""
 optional = false
 python-versions = ">=3.7"
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+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8dcd91f4e60f62b20d83a87a84fe062035a1e3ff49a8c2bbdeb2d441c8e311f4"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:900991a2b8ee35961b1095db7e265342e0e42a84c1a594823d5ee9f8fb791958"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:5a8d8261ca2133d4f98aa9627c748189502b3787537ba3d7e2beb4f7cfc5d627"},
+    {file = "tokenizers-0.20.3-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:c4fd4d71e6deb6ddf99d8d0eab87d1d16f635898906e631914a9bae8ae9f2cfb"},
+    {file = "tokenizers-0.20.3.tar.gz", hash = "sha256:2278b34c5d0dd78e087e1ca7f9b1dcbf129d80211afa645f214bd6e051037539"},
 ]
 
 [package.dependencies]
@@ -3328,4 +3425,4 @@ types = ["mypy", "types-Pillow", "types-requests", "types-tqdm"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.13"
-content-hash = "9252f4f93c829f850325f17de7e2f8d22dbfd70c8c7a3fb197d75816de3b34f3"
+content-hash = "2c3bb805b1055f88af5b8007d6256298e0a3d50a80883effc3059850fbb05f44"
diff --git a/pyproject.toml b/pyproject.toml
index eb2d1b4..613ec9c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,7 +17,7 @@ urllib3 = ">=1.26"
 aiohttp = ">=3.10.2"
 aiodns = ">=3.2.0"
 aiohttp-retry = ">=2.8.3"
-tokenizers = ">=0.13.2"
+tokenizers = ">=0.13.2,<0.21.0"  # down-pinned due to api incompatibilities for python3.8, see https://github.com/huggingface/tokenizers/issues/1691
 typing-extensions = ">=4.5.0"
 Pillow = ">=9.2.0"
 tqdm = ">=4.62.0"

From 43989c11bbbef1156b1992add802b65fbb8fbe9b Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 16:16:54 +0100
Subject: [PATCH 7/9] update github actions file to have color and rename
 action

---
 .github/workflows/integration.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/integration.yml b/.github/workflows/integration.yml
index 0f482e0..6f1ff71 100644
--- a/.github/workflows/integration.yml
+++ b/.github/workflows/integration.yml
@@ -1,4 +1,4 @@
-name: Test things on pushes
+name: Test
 
 on: [push, pull_request]
 
@@ -24,7 +24,7 @@ jobs:
           poetry run mypy tests --ignore-missing-imports
       - name: Run tests
         run: |
-          poetry run pytest
+          poetry run pytest --color=yes
         env:
           TEST_API_URL: ${{ secrets.TEST_API_URL }}
           TEST_TOKEN: ${{ secrets.TEST_TOKEN }}

From 8ee43e752f96f7d28f6f9f58243bae6ee9453b1c Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Wed, 4 Dec 2024 17:42:52 +0100
Subject: [PATCH 8/9] ensure to pass host to client not request

---
 README.md                                | 12 ++++++++----
 aleph_alpha_client/aleph_alpha_client.py | 16 +++++++++-------
 docs/source/index.rst                    |  6 +++---
 3 files changed, 20 insertions(+), 14 deletions(-)

diff --git a/README.md b/README.md
index 89ff4ae..f1d2911 100644
--- a/README.md
+++ b/README.md
@@ -18,10 +18,12 @@ Python client for the [Aleph Alpha](https://aleph-alpha.com) API.
 import os
 from aleph_alpha_client import Client, CompletionRequest, Prompt
 
-client = Client(token=os.getenv("AA_TOKEN"))
+client = Client(
+    token=os.getenv("AA_TOKEN"),
+    host="https://inference-api.your-domain.com",
+)
 request = CompletionRequest(
     prompt=Prompt.from_text("Provide a short description of AI:"),
-    host="https://inference-api.your-domain.com",
     maximum_tokens=64,
 )
 response = client.complete(request, model="pharia-1-llm-7b-control")
@@ -36,10 +38,12 @@ import os
 from aleph_alpha_client import AsyncClient, CompletionRequest, Prompt
 
 # Can enter context manager within an async function
-async with AsyncClient(token=os.environ["AA_TOKEN"]) as client:
+async with AsyncClient(
+    token=os.environ["AA_TOKEN"]
+    host="https://inference-api.your-domain.com",
+) as client:
     request = CompletionRequest(
         prompt=Prompt.from_text("Provide a short description of AI:"),
-        host="https://inference-api.your-domain.com",
         maximum_tokens=64,
     )
     response = client.complete_with_streaming(request, model="pharia-1-llm-7b-control")
diff --git a/aleph_alpha_client/aleph_alpha_client.py b/aleph_alpha_client/aleph_alpha_client.py
index b96a2bf..20b0d78 100644
--- a/aleph_alpha_client/aleph_alpha_client.py
+++ b/aleph_alpha_client/aleph_alpha_client.py
@@ -163,10 +163,11 @@ class Client:
             Internal feature.
 
     Example usage:
-        >>> request = CompletionRequest(
-                prompt=Prompt.from_text(f"Request"), host="https://inference-api.your-domain.com", maximum_tokens=64
+        >>> request = CompletionRequest(prompt=Prompt.from_text(f"Request"), maximum_tokens=64)
+        >>> client = Client(
+                token=os.environ["AA_TOKEN"],
+                host="https://inference-api.your-domain.com",
             )
-        >>> client = Client(token=os.environ["AA_TOKEN"])
         >>> response: CompletionResponse = client.complete(request, "pharia-1-llm-7b-control")
     """
 
@@ -740,10 +741,11 @@ class AsyncClient:
             Internal feature.
 
     Example usage:
-        >>> request = CompletionRequest(
-                prompt=Prompt.from_text(f"Request"), host="https://inference-api.your-domain.com", maximum_tokens=64
-            )
-        >>> async with AsyncClient(token=os.environ["AA_TOKEN"]) as client:
+        >>> request = CompletionRequest(prompt=Prompt.from_text(f"Request"), maximum_tokens=64)
+        >>> async with AsyncClient(
+                token=os.environ["AA_TOKEN"],
+                host="https://inference-api.your-domain.com"
+            ) as client:
                 response: CompletionResponse = await client.complete(request, "pharia-1-llm-7b-control")
     """
 
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 250c7a4..8339ef5 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -18,7 +18,7 @@ Synchronous client.
       from aleph_alpha_client import Client, CompletionRequest, Prompt
       import os
 
-      client = Client(token=os.getenv("AA_TOKEN"))
+      client = Client(token=os.getenv("AA_TOKEN"), host="https://inference-api.your-domain.com")
       prompt = Prompt.from_text("Provide a short description of AI:")
       request = CompletionRequest(prompt=prompt, maximum_tokens=20)
       result = client.complete(request, model="luminous-extended")
@@ -32,7 +32,7 @@ Synchronous client with prompt containing an image.
       from aleph_alpha_client import Client, CompletionRequest, PromptTemplate, Image
       import os
 
-      client = Client(token=os.getenv("AA_TOKEN"))
+      client = Client(token=os.getenv("AA_TOKEN"), host="https://inference-api.your-domain.com")
       image = Image.from_file("path-to-an-image")
       prompt_template = PromptTemplate("{{image}}This picture shows ")
       prompt = prompt_template.to_prompt(image=prompt_template.placeholder(image))
@@ -50,7 +50,7 @@ Asynchronous client.
    from aleph_alpha_client import AsyncClient, CompletionRequest, Prompt
 
    # Can enter context manager within an async function
-   async with AsyncClient(token=os.environ["AA_TOKEN"]) as client:
+   async with AsyncClient(token=os.environ["AA_TOKEN"], host="https://inference-api.your-domain.com") as client:
       request = CompletionRequest(
          prompt=Prompt.from_text("Request"),
          maximum_tokens=64,

From 5ee27587ba9a4c43e5509e737f95e225b4b33ec9 Mon Sep 17 00:00:00 2001
From: Fabian Gebhart <16943048+fgebhart@users.noreply.github.com>
Date: Thu, 5 Dec 2024 09:22:33 +0100
Subject: [PATCH 9/9] streamline env var naming and read host value from env
 vars

---
 README.md                                |  8 ++++----
 aleph_alpha_client/aleph_alpha_client.py |  8 ++++----
 docs/source/index.rst                    |  6 +++---
 tests/test_clients.py                    | 18 ++++++++++--------
 tests/test_error_handling.py             | 12 ++++++------
 5 files changed, 27 insertions(+), 25 deletions(-)

diff --git a/README.md b/README.md
index f1d2911..01c0f60 100644
--- a/README.md
+++ b/README.md
@@ -19,8 +19,8 @@ import os
 from aleph_alpha_client import Client, CompletionRequest, Prompt
 
 client = Client(
-    token=os.getenv("AA_TOKEN"),
-    host="https://inference-api.your-domain.com",
+    token=os.environ["TEST_TOKEN"],
+    host=os.environ["TEST_API_URL"],
 )
 request = CompletionRequest(
     prompt=Prompt.from_text("Provide a short description of AI:"),
@@ -39,8 +39,8 @@ from aleph_alpha_client import AsyncClient, CompletionRequest, Prompt
 
 # Can enter context manager within an async function
 async with AsyncClient(
-    token=os.environ["AA_TOKEN"]
-    host="https://inference-api.your-domain.com",
+    token=os.environ["TEST_TOKEN"],
+    host=os.environ["TEST_API_URL"],
 ) as client:
     request = CompletionRequest(
         prompt=Prompt.from_text("Provide a short description of AI:"),
diff --git a/aleph_alpha_client/aleph_alpha_client.py b/aleph_alpha_client/aleph_alpha_client.py
index 20b0d78..b375d05 100644
--- a/aleph_alpha_client/aleph_alpha_client.py
+++ b/aleph_alpha_client/aleph_alpha_client.py
@@ -165,8 +165,8 @@ class Client:
     Example usage:
         >>> request = CompletionRequest(prompt=Prompt.from_text(f"Request"), maximum_tokens=64)
         >>> client = Client(
-                token=os.environ["AA_TOKEN"],
-                host="https://inference-api.your-domain.com",
+                token=os.environ["TEST_TOKEN"],
+                host=os.environ["TEST_API_URL"],
             )
         >>> response: CompletionResponse = client.complete(request, "pharia-1-llm-7b-control")
     """
@@ -743,8 +743,8 @@ class AsyncClient:
     Example usage:
         >>> request = CompletionRequest(prompt=Prompt.from_text(f"Request"), maximum_tokens=64)
         >>> async with AsyncClient(
-                token=os.environ["AA_TOKEN"],
-                host="https://inference-api.your-domain.com"
+                token=os.environ["TEST_TOKEN"],
+                host=os.environ["TEST_API_URL"],
             ) as client:
                 response: CompletionResponse = await client.complete(request, "pharia-1-llm-7b-control")
     """
diff --git a/docs/source/index.rst b/docs/source/index.rst
index 8339ef5..16a6d57 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -18,7 +18,7 @@ Synchronous client.
       from aleph_alpha_client import Client, CompletionRequest, Prompt
       import os
 
-      client = Client(token=os.getenv("AA_TOKEN"), host="https://inference-api.your-domain.com")
+      client = Client(token=os.environ["TEST_TOKEN"], host=os.environ["TEST_API_URL"])
       prompt = Prompt.from_text("Provide a short description of AI:")
       request = CompletionRequest(prompt=prompt, maximum_tokens=20)
       result = client.complete(request, model="luminous-extended")
@@ -32,7 +32,7 @@ Synchronous client with prompt containing an image.
       from aleph_alpha_client import Client, CompletionRequest, PromptTemplate, Image
       import os
 
-      client = Client(token=os.getenv("AA_TOKEN"), host="https://inference-api.your-domain.com")
+      client = Client(token=os.environ["TEST_TOKEN"], host=os.environ["TEST_API_URL"])
       image = Image.from_file("path-to-an-image")
       prompt_template = PromptTemplate("{{image}}This picture shows ")
       prompt = prompt_template.to_prompt(image=prompt_template.placeholder(image))
@@ -50,7 +50,7 @@ Asynchronous client.
    from aleph_alpha_client import AsyncClient, CompletionRequest, Prompt
 
    # Can enter context manager within an async function
-   async with AsyncClient(token=os.environ["AA_TOKEN"], host="https://inference-api.your-domain.com") as client:
+   async with AsyncClient(token=os.environ["TEST_TOKEN"], host=os.environ["TEST_API_URL"]) as client:
       request = CompletionRequest(
          prompt=Prompt.from_text("Request"),
          maximum_tokens=64,
diff --git a/tests/test_clients.py b/tests/test_clients.py
index 32dd135..3ea7704 100644
--- a/tests/test_clients.py
+++ b/tests/test_clients.py
@@ -16,25 +16,27 @@ def test_api_version_mismatch_client(httpserver: HTTPServer):
     httpserver.expect_request("/version").respond_with_data("0.0.0")
 
     with pytest.raises(RuntimeError):
-        Client(host=httpserver.url_for(""), token="AA_TOKEN").validate_version()
+        Client(host=httpserver.url_for(""), token="TEST_TOKEN").validate_version()
 
 
 async def test_api_version_mismatch_async_client(httpserver: HTTPServer):
     httpserver.expect_request("/version").respond_with_data("0.0.0")
 
     with pytest.raises(RuntimeError):
-        async with AsyncClient(host=httpserver.url_for(""), token="AA_TOKEN") as client:
+        async with AsyncClient(
+            host=httpserver.url_for(""), token="TEST_TOKEN"
+        ) as client:
             await client.validate_version()
 
 
 def test_api_version_correct_client(httpserver: HTTPServer):
     httpserver.expect_request("/version").respond_with_data(MIN_API_VERSION)
-    Client(host=httpserver.url_for(""), token="AA_TOKEN").validate_version()
+    Client(host=httpserver.url_for(""), token="TEST_TOKEN").validate_version()
 
 
 async def test_api_version_correct_async_client(httpserver: HTTPServer):
     httpserver.expect_request("/version").respond_with_data(MIN_API_VERSION)
-    async with AsyncClient(host=httpserver.url_for(""), token="AA_TOKEN") as client:
+    async with AsyncClient(host=httpserver.url_for(""), token="TEST_TOKEN") as client:
         await client.validate_version()
 
 
@@ -71,7 +73,7 @@ def test_nice_flag_on_client(httpserver: HTTPServer):
         ).to_json()
     )
 
-    client = Client(host=httpserver.url_for(""), token="AA_TOKEN", nice=True)
+    client = Client(host=httpserver.url_for(""), token="TEST_TOKEN", nice=True)
 
     request = CompletionRequest(prompt=Prompt.from_text("Hello world"))
     client.complete(request, model="luminous")
@@ -96,7 +98,7 @@ async def test_nice_flag_on_async_client(httpserver: HTTPServer):
 
     async with AsyncClient(
         host=httpserver.url_for(""),
-        token="AA_TOKEN",
+        token="TEST_TOKEN",
         nice=True,
         request_timeout_seconds=1,
     ) as client:
@@ -127,7 +129,7 @@ def test_tags_on_client(httpserver: HTTPServer):
     client = Client(
         host=httpserver.url_for(""),
         request_timeout_seconds=1,
-        token="AA_TOKEN",
+        token="TEST_TOKEN",
         tags=["tim-tagger"],
     )
 
@@ -151,7 +153,7 @@ async def test_tags_on_async_client(httpserver: HTTPServer):
     )
 
     async with AsyncClient(
-        host=httpserver.url_for(""), token="AA_TOKEN", tags=["tim-tagger"]
+        host=httpserver.url_for(""), token="TEST_TOKEN", tags=["tim-tagger"]
     ) as client:
         await client.complete(request, model="luminous")
 
diff --git a/tests/test_error_handling.py b/tests/test_error_handling.py
index 73a197e..949263c 100644
--- a/tests/test_error_handling.py
+++ b/tests/test_error_handling.py
@@ -29,7 +29,7 @@ def test_translate_errors():
 def test_retry_sync(httpserver: HTTPServer):
     num_retries = 2
     client = Client(
-        token="AA_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
+        token="TEST_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
     )
     expect_retryable_error(httpserver, num_calls_expected=num_retries)
     expect_valid_version(httpserver)
@@ -40,7 +40,7 @@ def test_retry_sync(httpserver: HTTPServer):
 def test_retry_sync_post(httpserver: HTTPServer):
     num_retries = 2
     client = Client(
-        host=httpserver.url_for(""), token="AA_TOKEN", total_retries=num_retries
+        host=httpserver.url_for(""), token="TEST_TOKEN", total_retries=num_retries
     )
     expect_retryable_error(httpserver, num_calls_expected=num_retries)
     expect_valid_completion(httpserver)
@@ -52,7 +52,7 @@ def test_retry_sync_post(httpserver: HTTPServer):
 def test_exhaust_retries_sync(httpserver: HTTPServer):
     num_retries = 1
     client = Client(
-        token="AA_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
+        token="TEST_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
     )
     expect_retryable_error(
         httpserver,
@@ -69,7 +69,7 @@ async def test_retry_async(httpserver: HTTPServer):
     expect_valid_version(httpserver)
 
     async with AsyncClient(
-        token="AA_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
+        token="TEST_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
     ) as client:
         await client.get_version()
 
@@ -80,7 +80,7 @@ async def test_retry_async_post(httpserver: HTTPServer):
     expect_valid_completion(httpserver)
 
     async with AsyncClient(
-        token="AA_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
+        token="TEST_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
     ) as client:
         request = CompletionRequest(prompt=Prompt.from_text(""), maximum_tokens=7)
         await client.complete(request, model="FOO")
@@ -95,7 +95,7 @@ async def test_exhaust_retries_async(httpserver: HTTPServer):
     )
     with pytest.raises(BusyError):
         async with AsyncClient(
-            token="AA_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
+            token="TEST_TOKEN", host=httpserver.url_for(""), total_retries=num_retries
         ) as client:
             await client.get_version()