bump version

add mistral config to own_assist_common

.gitignore

@@ -5,3 +5,4 @@ server.toml
 temporary_audio
 cli/src/human_interface/.AUTH_HEADER
 .idea
+/own_mcp/src/mcp/llmclient/mistral/.MISTRAL_API_KEY

Cargo.lock

@@ -653,13 +653,13 @@ dependencies = [
 
 [[package]]
 name = "displaydoc"
-version = "0.2.6"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ac70aa55017e108007fbaf5aa0f54b021c98f92ff8af59d42eda9da96e3dd4f"
+checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -987,9 +987,9 @@ checksum = "62adaabb884c94955b19907d60019f4e145d091c75345379e70d1ee696f7854f"
 
 [[package]]
 name = "http"
-version = "1.4.2"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6970f50e31d6fc17d3fa27329444bfa74e196cf62e95052a3f6fee181dba6425"
+checksum = "918d3568bebf352712bc2ef3d46a8bcf1a75b373be6539de198e9105cbbf9ce0"
 dependencies = [
  "bytes",
  "itoa",
@@ -1137,9 +1137,9 @@ dependencies = [
 
 [[package]]
 name = "icalendar"
-version = "0.17.12"
+version = "0.17.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f3478c3b7a2411366daf20457373174bff6cfbc1089333038b1f95594d23d985"
+checksum = "8fda1b791865374063fa57e84adfe3823c2d5cd5968d721533be4556a24cffd8"
 dependencies = [
  "chrono",
  "chrono-tz",
@@ -1542,6 +1542,8 @@ checksum = "47e1ffaa40ddd1f3ed91f717a33c8c0ee23fff369e3aa8772b9605cc1d22f4c3"
 [[package]]
 name = "mcp_server_collection"
 version = "0.2.2"
+source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
+checksum = "875dadf54b4c4ddb6c11d724c41991011c8d24a5fde23c69d7c1e91aff913acf"
 dependencies = [
  "axum",
  "chrono",
@@ -1551,7 +1553,7 @@ dependencies = [
  "icalendar",
  "libdav",
  "own_assist_common 0.3.0",
- "rmcp",
+ "rmcp 2.2.0",
  "serde",
  "thiserror 2.0.19",
  "tokio",
@@ -1565,9 +1567,7 @@ dependencies = [
 
 [[package]]
 name = "mcp_server_collection"
-version = "0.2.2"
+version = "0.2.3"
-source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
-checksum = "875dadf54b4c4ddb6c11d724c41991011c8d24a5fde23c69d7c1e91aff913acf"
 dependencies = [
  "axum",
  "chrono",
@@ -1577,7 +1577,7 @@ dependencies = [
  "icalendar",
  "libdav",
  "own_assist_common 0.3.0",
- "rmcp",
+ "rmcp 3.0.1",
  "serde",
  "thiserror 2.0.19",
  "tokio",
@@ -1987,7 +1987,7 @@ dependencies = [
 
 [[package]]
 name = "own_assist_cli"
-version = "0.3.0"
+version = "0.3.1"
 dependencies = [
  "base64 0.23.0",
  "clap",
@@ -1996,11 +1996,10 @@ dependencies = [
  "dialoguer",
  "indicatif",
  "log",
- "mcp_server_collection 0.2.2 (sparse+https://git.mboemer.de/api/packages/milan/cargo/)",
+ "mcp_server_collection 0.2.2",
- "ollama-rs",
+ "own_assist_common 0.4.2",
- "own_assist_common 0.4.1 (sparse+https://git.mboemer.de/api/packages/milan/cargo/)",
+ "own_mcp 0.2.0",
- "own_mcp 0.1.1 (sparse+https://git.mboemer.de/api/packages/milan/cargo/)",
+ "rmcp 3.0.1",
- "rmcp",
  "rodio",
  "serde",
  "thiserror 2.0.19",
@@ -2024,7 +2023,9 @@ dependencies = [
 
 [[package]]
 name = "own_assist_common"
-version = "0.4.1"
+version = "0.4.2"
+source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
+checksum = "fa329dcbbc05984ff2f2cc8cad5d8ea09939e3cb04ae4c1d41bfa402faa27c70"
 dependencies = [
  "log",
  "ollama-rs",
@@ -2037,12 +2038,11 @@ dependencies = [
 
 [[package]]
 name = "own_assist_common"
-version = "0.4.1"
+version = "0.4.4"
-source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
-checksum = "324156da8ebc00f6d5b6bd7709ffdf4dfe56bb0bb274315c133060d59ac8212b"
 dependencies = [
  "log",
  "ollama-rs",
+ "own_mcp 0.2.0",
  "serde",
  "thiserror 2.0.19",
  "toml",
@@ -2052,9 +2052,13 @@ dependencies = [
 
 [[package]]
 name = "own_mcp"
-version = "0.1.1"
+version = "0.2.0"
+source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
+checksum = "427641dafd06874e48a145761005779421db27710698fe0ac8fdfd27b0e3b46e"
 dependencies = [
+ "async-trait",
  "bytes",
+ "chrono",
  "cpal 0.18.1",
  "env_logger",
  "hound",
@@ -2062,7 +2066,7 @@ dependencies = [
  "ollama-rs",
  "rand 0.10.2",
  "reqwest 0.13.4",
- "rmcp",
+ "rmcp 3.0.1",
  "serde",
  "thiserror 2.0.19",
  "tokio",
@@ -2071,19 +2075,18 @@ dependencies = [
 
 [[package]]
 name = "own_mcp"
-version = "0.1.1"
+version = "0.2.4"
-source = "sparse+https://git.mboemer.de/api/packages/milan/cargo/"
-checksum = "25d29e333d7fdd062f351598ed9761a10b7bb3c941259a66ce81cc12f484ecbe"
 dependencies = [
+ "async-trait",
  "bytes",
+ "chrono",
  "cpal 0.18.1",
- "env_logger",
  "hound",
  "log",
  "ollama-rs",
  "rand 0.10.2",
  "reqwest 0.13.4",
- "rmcp",
+ "rmcp 3.0.1",
  "serde",
  "thiserror 2.0.19",
  "tokio",
@@ -2525,13 +2528,44 @@ dependencies = [
  "http",
  "http-body",
  "http-body-util",
+ "pastey",
+ "pin-project-lite",
+ "rand 0.10.2",
+ "rmcp-macros 2.2.0",
+ "schemars",
+ "serde",
+ "serde_json",
+ "sse-stream",
+ "thiserror 2.0.19",
+ "tokio",
+ "tokio-stream",
+ "tokio-util",
+ "tower-service",
+ "tracing",
+ "uuid",
+]
+
+[[package]]
+name = "rmcp"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3797d226787327b35b0b6f9e878fe55f3af2bb4daf916c0411079885454042f0"
+dependencies = [
+ "async-trait",
+ "base64 0.23.0",
+ "bytes",
+ "chrono",
+ "futures",
+ "http",
+ "http-body",
+ "http-body-util",
  "oauth2",
  "pastey",
  "pin-project-lite",
  "process-wrap",
  "rand 0.10.2",
  "reqwest 0.13.4",
- "rmcp-macros",
+ "rmcp-macros 3.0.1",
  "schemars",
  "serde",
  "serde_json",
@@ -2559,6 +2593,19 @@ dependencies = [
  "syn 2.0.119",
 ]
 
+[[package]]
+name = "rmcp-macros"
+version = "3.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8f5bc0c6851a20cd627ef4b90defb79f39a261c467de52af5d38000d7979c52"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "serde_json",
+ "syn 2.0.119",
+]
+
 [[package]]
 name = "rodio"
 version = "0.22.2"
@@ -2633,9 +2680,9 @@ dependencies = [
 
 [[package]]
 name = "rustls"
-version = "0.23.42"
+version = "0.23.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3c54fcab019b409d04215d3a17cb438fd7fbf192ee61461f20f4fe18704bc138"
+checksum = "0283386ce02abc0151e1761d08802dfe86c173b0b494af5cbc086574e453da06"
 dependencies = [
  "aws-lc-rs",
  "log",
@@ -2739,9 +2786,9 @@ dependencies = [
 
 [[package]]
 name = "schemars"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2b42f36aa1cd011945615b92222f6bf73c599a102a300334cd7f8dbeec726cc"
+checksum = "687274d293b6cdc6e73e0fee520bf2049650090d7164f87672d212a3c530cf4a"
 dependencies = [
  "chrono",
  "dyn-clone",
@@ -2753,14 +2800,14 @@ dependencies = [
 
 [[package]]
 name = "schemars_derive"
-version = "1.2.1"
+version = "1.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7d115b50f4aaeea07e79c1912f645c7513d81715d0420f8bc77a18c6260b307f"
+checksum = "d98c67716b46af2f0b8cf752abc930f6f9aecfbf671ecfb531db8a31dbe4e2ba"
 dependencies = [
  "proc-macro2",
  "quote",
  "serde_derive_internals",
- "syn 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -2830,13 +2877,13 @@ dependencies = [
 
 [[package]]
 name = "serde_derive_internals"
-version = "0.29.1"
+version = "0.30.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "18d26a20a969b9e3fdf2fc2d9f21eda6c40e2de84c9408bb5d3b05d499aae711"
+checksum = "f852137cce035d6a4df67ccce505ff6b3e9fd3a10e3e52b24dc71e650bb1a9bd"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -3324,13 +3371,13 @@ dependencies = [
 
 [[package]]
 name = "tokio-macros"
-version = "2.7.1"
+version = "2.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6328af13490e73a9b4694030fafd93f8c8c6a9dede33e821c3fc63eddf8042ba"
+checksum = "78773a2a397f451582ce068015985c33193cf6dea8b74d2a639fe457b2f07b0e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.119",
+ "syn 3.0.3",
 ]
 
 [[package]]
@@ -3380,9 +3427,9 @@ dependencies = [
 
 [[package]]
 name = "toml"
-version = "1.1.3+spec-1.1.0"
+version = "1.1.4+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53c96ecdfa941c8fc4fcaed14f99ada8ebed502eef533015095a07e3301d4c3c"
+checksum = "3aace63f4bbcdfc2c965b059de67119c89c4017a70d633be6c104910f67056f5"
 dependencies = [
  "indexmap",
  "serde_core",
@@ -3416,9 +3463,9 @@ dependencies = [
 
 [[package]]
 name = "toml_parser"
-version = "1.1.2+spec-1.1.0"
+version = "1.1.3+spec-1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a2abe9b86193656635d2411dc43050282ca48aa31c2451210f4202550afb7526"
+checksum = "1d38ac1cf9b95face32296c0a3ede1fdc270627c9d9c02a7274dd6d960dc4d56"
 dependencies = [
  "winnow",
 ]

audio_server/.gitignore

@@ -1,3 +1,5 @@
 temporary_audio/
 whisper_models/
 piper_models/
+audio_server.egg-info/
+.idea

audio_server/.idea/audio_server.iml

@@ -1,11 +1,12 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<module type="PYTHON_MODULE" version="4">
+<module external.system.id="pyproject.toml" type="PYTHON_MODULE" version="4">
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$">
-      <sourceFolder url="file://$MODULE_DIR$/src" isTestSource="false" />
+      <sourceFolder url="file://$MODULE_DIR$/src" />
+      <excludeFolder url="file://$MODULE_DIR$/.venv" />
       <excludeFolder url="file://$MODULE_DIR$/venv" />
     </content>
-    <orderEntry type="jdk" jdkName="Python 3.14 (audio_server)" jdkType="Python SDK" />
+    <orderEntry type="jdk" jdkName="~/RustroverProjects/own_assist/audio_server/.venv" jdkType="Python SDK" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>

audio_server/Containerfile

@@ -1,20 +0,0 @@
-FROM python:3.14.4-slim AS builder
-
-WORKDIR /app
-COPY pyproject.toml requirements.txt ./
-COPY src src
-
-RUN pip wheel --no-cache-dir --no-deps --wheel-dir wheels .
-
-FROM python:3.14.4-slim AS runner
-
-COPY --from=builder /app/wheels /wheels
-RUN pip install --no-cache /wheels/* && rm -rf /wheels
-RUN apt update
-RUN apt -y install ffmpeg
-
-WORKDIR /app
-
-EXPOSE 8000
-COPY logging_config.yaml logging_config.yaml
-CMD ["uvicorn", "audio_server:app", "--host", "0.0.0.0", "--port", "8000", "--log-config", "logging_config.yaml"]

audio_server/Dockerfile

@@ -0,0 +1,29 @@
+FROM ghcr.io/astral-sh/uv:python3.14-trixie-slim AS builder
+ENV UV_COMPILE_BYTECODE=1 UV_LINK_MODE=copy
+ENV UV_NO_DEV=1
+ENV UV_PYTHON_DOWNLOADS=0
+
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /uvx /bin/
+
+WORKDIR /app
+
+COPY pyproject.toml uv.lock ./
+COPY src src
+
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv sync --locked
+
+FROM python:3.14.4-slim AS runner
+
+RUN groupadd --system --gid 999 nonroot \
+ && useradd --system --gid 999 --uid 999 --create-home nonroot
+
+COPY --from=builder --chown=nonroot:nonroot /app /app
+
+ENV PATH="/app/.venv/bin:$PATH"
+USER nonroot
+
+WORKDIR /app
+EXPOSE 8000
+COPY logging_config.yaml logging_config.yaml
+CMD ["uvicorn", "audio_server:app", "--host", "0.0.0.0", "--port", "8000", "--log-config", "logging_config.yaml"]

audio_server/pyproject.toml

@@ -4,7 +4,7 @@ requires = ["setuptools>=82.0.1", "wheel"]
 [project]
 name = "audio_server"
 description = "a fastapi server serving whisper and piper"
-version = "1.0.0"
+version = "2.0.0"
 authors = [
     { name = 'Milan', email = 'milan@mboemer.de' }
 ]
@@ -12,10 +12,19 @@ license = "GPL-3.0"
 
 requires-python = '>=3.12'
 
-dynamic = ["dependencies"]
+dependencies = [
+    "faster-whisper~=1.2.1",
+    "fastapi~=0.140.13",
+    "psutil~=7.2.2",
+    "uvicorn~=0.51.0",
+    "starlette~=1.3.1",
+    "python-multipart~=0.0.24",
+    "aiofiles~=25.1.0",
+    "piper-tts~=1.6.0",
+    "PyYAML~=6.0.3",
+]
+
 
-[tool.setuptools.dynamic]
-dependencies = { file = ["requirements.txt"] }
 
 [tool.setuptools.packages.find]
 where = ['src']

audio_server/requirements.txt

@@ -1,9 +0,0 @@
-openai-whisper==20250625
-fastapi~=0.135.3
-psutil~=7.2.2
-uvicorn~=0.44.0
-starlette~=1.0.0
-python-multipart~=0.0.24
-aiofiles~=25.1.0
-piper-tts~=1.4.2
-PyYAML~=6.0.3

audio_server/src/audio_server/__init__.py

@@ -9,17 +9,18 @@ from piper import PiperVoice
 from piper.download_voices import download_voice
 import psutil
 from fastapi import FastAPI, UploadFile, HTTPException
-import whisper
 from fastapi.responses import FileResponse
+from faster_whisper import WhisperModel
 
 from .models import TranscriptionResponse, VoiceRequest, StatusResponse
 
 app = FastAPI()
 
 whisper_model_name = os.getenv("WHISPER_MODEL", default="small")
+device = os.getenv("WHISPER_DEVICE", default="auto")
 whisper_path = Path("whisper_models")
 whisper_path.mkdir(parents=True, exist_ok=True)
-whisper_model = whisper.load_model(whisper_model_name, download_root=whisper_path.as_posix())
+whisper_model = WhisperModel(whisper_model_name, device=device)
 
 piper_model_name = os.getenv("PIPER_MODEL", default="de_DE-karlsson-low")
 piper_path = Path("piper_models")
@@ -48,8 +49,6 @@ async def transcribe(audio_file: UploadFile) -> TranscriptionResponse:
 
     if audio_file.content_type not in file_extensions.keys():
         logger.error("%s is not supported", audio_file.content_type)
-        print("CONTENT TYPE:")
-        print(audio_file.content_type)
         raise HTTPException(status_code=400, detail="file type not supported")
 
     file_path = temporary_audio_path / f"{uuid.uuid4()}.{file_extensions[audio_file.content_type]}"
@@ -59,9 +58,13 @@ async def transcribe(audio_file: UploadFile) -> TranscriptionResponse:
         await f.write(content)
 
     # noinspection PyArgumentList
-    transcription = whisper_model.transcribe(file_path.as_posix())
+    segments, info = whisper_model.transcribe(file_path.as_posix())
 
-    return TranscriptionResponse.model_validate(transcription)
+    segments = list(segments)
+
+    text = "".join(segment.text for segment in segments)
+
+    return TranscriptionResponse(text=text, segments=segments, language=info.language)
 
 
 @app.get("/tts")

audio_server/src/audio_server/models.py

@@ -1,3 +1,4 @@
+from faster_whisper.transcribe import Segment
 from piper import SynthesisConfig
 from pydantic import BaseModel
 
@@ -7,23 +8,9 @@ class StatusResponse(BaseModel):
     piper_model: str
     whisper_model: str
 
-
-# noinspection SpellCheckingInspection
-class TranscriptionSegment(BaseModel):
-    id: int
-    seek: int
-    start: float
-    end: float
-    text: str
-    tokens: list[int]
-    temperature: float
-    avg_logprob: float
-    compression_ratio: float
-    no_speech_prob: float
-
 class TranscriptionResponse(BaseModel):
     text: str
-    segments: list[TranscriptionSegment]
+    segments: list[Segment]
     language: str
 
 

audio_server/uv.lock

@@ -0,0 +1,719 @@
+version = 1
+revision = 3
+requires-python = ">=3.12"
+
+[[package]]
+name = "aiofiles"
+version = "25.1.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/41/c3/534eac40372d8ee36ef40df62ec129bee4fdb5ad9706e58a29be53b2c970/aiofiles-25.1.0.tar.gz", hash = "sha256:a8d728f0a29de45dc521f18f07297428d56992a742f0cd2701ba86e44d23d5b2", size = 46354, upload-time = "2025-10-09T20:51:04.358Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/bc/8a/340a1555ae33d7354dbca4faa54948d76d89a27ceef032c8c3bc661d003e/aiofiles-25.1.0-py3-none-any.whl", hash = "sha256:abe311e527c862958650f9438e859c1fa7568a141b22abcd015e120e86a85695", size = 14668, upload-time = "2025-10-09T20:51:03.174Z" },
+]
+
+[[package]]
+name = "annotated-doc"
+version = "0.0.5"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/8e/38aa427ed5402449e226975b649c5dc73ccadfefeb95e6aecb8f8ea4b6b6/annotated_doc-0.0.5.tar.gz", hash = "sha256:c7e58ce09192557605d8bbd92836d7e1d520ac9580096042c0bfd197efacf1bb", size = 10758, upload-time = "2026-07-28T13:50:58.129Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/3e/30/e900b21425a860e195f32e37657aa1f7c7f2b1bfb26f03ca209b90933c06/annotated_doc-0.0.5-py3-none-any.whl", hash = "sha256:117bac03a25ede5df5440e855b32d556049ca169ead221505badf432fed4b101", size = 5302, upload-time = "2026-07-28T13:50:57.239Z" },
+]
+
+[[package]]
+name = "annotated-types"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/56/a8120250d128bed162cd73c76d45f6ef9991f3e068f62a8ee060afa3104a/annotated_types-0.8.0.tar.gz", hash = "sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7", size = 15893, upload-time = "2026-07-23T20:16:13.995Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/91/8acff4f5e50511b911bbccb72b8628a49c68ce14148cd9f6431094859a90/annotated_types-0.8.0-py3-none-any.whl", hash = "sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0", size = 13427, upload-time = "2026-07-23T20:16:12.938Z" },
+]
+
+[[package]]
+name = "anyio"
+version = "4.14.2"
+source = { registry = "https://pypi.org/simple" }
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+name = "uvicorn"
+version = "0.51.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "click" },
+    { name = "h11" },
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+]

cli/Cargo.toml

@@ -1,17 +1,15 @@
 [package]
 name = "own_assist_cli"
-version = "0.3.0"
+version = "0.3.1"
 edition = "2024"
 license = "GPL-3.0"
 
 [dependencies]
-ollama-rs = { version = "0.3.4", features = ["macros", "headers"] }
 tokio = { version = "1.50.0", features = ["rt", "rt-multi-thread", "macros", "io-std"] }
-rmcp = { version = "2.2.0", features = ["client"] }
+rmcp = { version = "3.0.1", features = ["client"] }
 log = { version = "0.4.29" }
 serde = { version = "1.0.228", features = ["derive"] }
-url = "2.5.8"
+own_mcp = { version = "0.2.0", registry = "gitea" }
-own_mcp = { version = "0.1.1", registry = "gitea" }
 own_assist_common = { version = "0.4.1", registry = "gitea" }
 mcp_server_collection = { version = "0.2.0", registry = "gitea", optional = true}
 thiserror = "2.0.18"
@@ -23,6 +21,7 @@ base64 = "0.23.0"
 cpal = "0.18.1"
 rodio = "0.22.2"
 tokio-util = { version = "0.7.18", optional = true }
+url = "2.5.8"
 
 [features]
 default = ["built-in-mcp-collection"]

cli/src/main.rs

@@ -102,19 +102,21 @@ async fn main() {
     let ollama = ollama_config.ollama();
     let model_name = &ollama_config.model_config.name;
 
-    ollama_config.create_model(Some(tlt!("model_download_needed"))).await.inspect_err(exit_msg!(format!(
+    ollama_config
+        .create_model(Some(tlt!("model_download_needed")))
+        .await
+        .inspect_err(exit_msg!(format!(
             "failed creating ollama model `{model_name}`"
         )))
         .unwrap();
 
-
     let mcp_clients = config
         .mcp_clients()
         .await
         .inspect_err(exit_msg!("failed creating MCP clients"))
         .unwrap();
 
-    let mut agent_chat = AgentChat::new(ollama, model_name.clone(), mcp_clients)
+    let mut agent_chat = AgentChat::new(Box::new(ollama), model_name.clone(), mcp_clients)
         .await
         .inspect_err(exit_msg!("failed to create agent"))
         .unwrap();

common/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "own_assist_common"
-version = "0.4.1"
+version = "0.4.4"
 edition = "2024"
 license = "GPL-3.0"
 
@@ -12,3 +12,4 @@ log = "0.4.29"
 tracing-subscriber = { version = "0.3.23", features = ["env-filter"]}
 url = { version = "2.5.8", features = ["serde"] }
 ollama-rs = { version = "0.3.6", features = ["headers"]}
+own_mcp = { version = "0.2.0", registry = "gitea" }

common/src/config.rs

@@ -1,10 +1,11 @@
 use ollama_rs::error::OllamaError;
 use ollama_rs::models::ModelOptions;
 use ollama_rs::models::create::{CreateModelRequest, CreateModelStatus};
+use own_mcp::mcp::Mistral;
 use serde::Deserialize;
 use url::Url;
 
-#[derive(Debug, Deserialize)]
+#[derive(Debug, Clone, Deserialize)]
 pub struct AudioClientConfig {
     pub url: Url,
     pub authorization: Option<String>,
@@ -14,7 +15,7 @@ fn ollama_default_url() -> Url {
     Url::parse("http://127.0.0.1:11434").unwrap()
 }
 
-#[derive(Debug, Deserialize)]
+#[derive(Debug, Clone, Deserialize)]
 pub struct OllamaConfig {
     #[serde(default = "ollama_default_url")]
     pub url: Url,
@@ -72,7 +73,7 @@ impl OllamaConfig {
     }
 }
 
-#[derive(Debug, Deserialize)]
+#[derive(Debug, Clone, Deserialize)]
 pub struct OllamaModelConfig {
     #[serde(rename = "from-model")]
     pub from_model: String,
@@ -82,7 +83,22 @@ pub struct OllamaModelConfig {
     pub temperature: Option<f32>,
 }
 
-#[derive(Debug, Deserialize)]
+#[derive(Debug, Clone, Deserialize)]
+pub struct MistralConfig {
+    #[serde(rename = "api-key")]
+    pub api_key: String,
+    pub model: String,
+    #[serde(rename = "system-prompt")]
+    pub system_prompt: Option<String>,
+}
+
+impl MistralConfig {
+    pub fn mistral(self) -> Mistral {
+        Mistral::new(self.api_key).with_system_prompt(self.system_prompt)
+    }
+}
+
+#[derive(Debug, Clone, Deserialize)]
 pub struct MCPClientConfig {
     pub name: Option<String>,
     pub url: Url,

mcp_server_collection/Cargo.toml

@@ -1,11 +1,11 @@
 [package]
 name = "mcp_server_collection"
-version = "0.2.2"
+version = "0.2.3"
 edition = "2024"
 license = "GPL-3.0"
 
 [dependencies]
-rmcp = { version = "2.2.0", features = ["server", "transport-streamable-http-server-session", "transport-streamable-http-server"] }
+rmcp = { version = "3.0.1", features = ["server", "transport-streamable-http-server-session", "transport-streamable-http-server"] }
 chrono = "0.4.44"
 axum = "0.8.9"
 serde = { version = "1.0.228", features = ["derive"] }

own_mcp/Cargo.toml

@@ -1,20 +1,21 @@
 [package]
 name = "own_mcp"
-version = "0.1.1"
+version = "0.2.4"
 edition = "2024"
 license = "GPL-3.0"
 
 [dependencies]
-ollama-rs = {version = "0.3.4", features = ["macros", "headers"]}
+ollama-rs = {version = "0.3.6", features = ["macros", "headers"]}
 reqwest = { version = "0.13.2", features = ["stream", "multipart", "form"] }
 tokio = { version = "1.50.0", features = ["rt", "rt-multi-thread", "macros"] }
-rmcp = {version="2.2.0", features = ["transport-streamable-http-client-reqwest", "reqwest", "client", "auth", "transport-child-process"]}
+rmcp = {version="3.0.1", features = ["transport-streamable-http-client-reqwest", "reqwest", "client", "auth", "transport-child-process"]}
 log = {version = "0.4.29"}
-env_logger = "0.11.10"
+serde = { version = "1.0.229", features = ["derive"] }
-serde = { version = "1.0.228", features = ["derive"] }
+thiserror = "2.0.19"
-thiserror = "2.0.17"
 url = "2.5.8"
-rand = "0.10.0"
+rand = "0.10.2"
 cpal = "0.18.1"
 hound = "3.5.1"
 bytes = "1.11.1"
+async-trait = "0.1.91"
+chrono = "0.4.45"

own_mcp/src/lib.rs

@@ -2,6 +2,7 @@ pub mod audio;
 pub mod mcp;
 
 pub use mcp::chat::AgentChat;
+pub use mcp::llmclient::LLMClient;
 
 pub use ollama_rs;
 pub use rmcp;

own_mcp/src/mcp/chat.rs

@@ -1,9 +1,7 @@
 use crate::mcp::MCPClient;
-use ollama_rs::Ollama;
+use crate::mcp::llmclient::{LLMClient, LLMError};
-use ollama_rs::error::OllamaError;
 use ollama_rs::generation::chat::ChatMessage;
 use ollama_rs::generation::chat::request::ChatMessageRequest;
-use ollama_rs::generation::completion::request::GenerationRequest;
 use ollama_rs::generation::tools::{ToolCall, ToolInfo};
 use rmcp::ServiceError;
 use rmcp::model::{CallToolRequestParams, CallToolResult};
@@ -77,16 +75,16 @@ impl MCPServerData {
 
 #[derive(Debug)]
 pub struct AgentChat {
-    ollama_client: Ollama,
+    llm_client: Box<dyn LLMClient>,
     model: String,
     mcp_servers: HashMap<String, MCPServerData>,
-    message_history: Vec<ChatMessage>,
+    pub message_history: Vec<ChatMessage>,
 }
 
 #[derive(Debug, Error)]
 pub enum ChatError {
     #[error(transparent)]
-    OllamaError(#[from] OllamaError),
+    LLMError(#[from] LLMError),
     #[error(transparent)]
     ServiceError(#[from] ServiceError),
     #[error("the function name could not be parsed")]
@@ -113,7 +111,7 @@ pub struct ToolUsage {
 
 impl AgentChat {
     pub async fn new(
-        ollama_client: Ollama,
+        llm_client: Box<dyn LLMClient>,
         model: String,
         mcp_clients: HashMap<String, MCPClient>,
     ) -> Result<Self, ServiceError> {
@@ -126,17 +124,8 @@ impl AgentChat {
             servers.insert(server.name.clone(), server);
         }
 
-        // lets the ollama server load the model
-        let ollama_client_clone = ollama_client.clone();
-        let model_clone = model.clone();
-        tokio::spawn(async move {
-            let _ = ollama_client_clone
-                .generate(GenerationRequest::new(model_clone, ""))
-                .await;
-        });
-
         Ok(Self {
-            ollama_client,
+            llm_client,
             model,
             mcp_servers: servers,
             message_history: history,
@@ -232,7 +221,7 @@ impl AgentChat {
         log::debug!("all tools: {all_tools:#?}");
 
         let mut response = self
-            .ollama_client
+            .llm_client
             .send_chat_messages_with_history(
                 &mut self.message_history,
                 ChatMessageRequest::new(self.model.clone(), vec![ChatMessage::user(user_message)])
@@ -288,7 +277,7 @@ impl AgentChat {
             }
 
             response = self
-                .ollama_client
+                .llm_client
                 .send_chat_messages_with_history(
                     &mut self.message_history,
                     ChatMessageRequest::new(self.model.clone(), Vec::new())
@@ -375,7 +364,7 @@ impl AgentChat {
 
     pub fn without_history(self) -> Self {
         Self {
-            ollama_client: self.ollama_client,
+            llm_client: self.llm_client,
             model: self.model,
             mcp_servers: self.mcp_servers,
             message_history: vec![],
@@ -392,6 +381,7 @@ mod tests {
     use super::*;
     use crate::mcp::chat::RestrictedTool;
     use crate::mcp::get_client;
+    use ollama_rs::Ollama;
     use rmcp::model::Implementation;
     use std::collections::HashMap;
 
@@ -421,9 +411,13 @@ mod tests {
             .unwrap(),
         )]);
 
-        let mut chat = AgentChat::new(ollama, "lfm2.5-thinking:1.2b".to_string(), mcp_clients)
+        let mut chat = AgentChat::new(
-            .await
+            Box::new(ollama),
-            .unwrap();
+            "lfm2.5-thinking:1.2b".to_string(),
+            mcp_clients,
+        )
+        .await
+        .unwrap();
 
         let tools: Vec<RestrictedTool> = chat.get_all_tools().cloned().collect();
         assert_eq!(tools.len(), 1);

own_mcp/src/mcp/llmclient/mistral/mod.rs

@@ -0,0 +1,216 @@
+use crate::mcp::llmclient::{LLMClient, LLMError};
+use async_trait::async_trait;
+use ollama_rs::generation::chat::ChatMessage as OllamaChatMessage;
+use ollama_rs::generation::chat::request::ChatMessageRequest as OllamaChatMessageRequest;
+use ollama_rs::generation::chat::{ChatMessageResponse, MessageRole};
+use ollama_rs::generation::tools::{ToolCall, ToolInfo};
+use ollama_rs::history::ChatHistory;
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Clone)]
+pub struct Mistral {
+    api_key: String,
+    system_prompt: Option<String>,
+}
+
+impl Mistral {
+    pub fn new(api_key: String) -> Mistral {
+        Mistral {
+            api_key,
+            system_prompt: None,
+        }
+    }
+
+    pub fn with_system_prompt(mut self, system_prompt: Option<String>) -> Mistral {
+        self.system_prompt = system_prompt;
+        self
+    }
+}
+
+#[derive(Debug, Clone, Deserialize, Serialize)]
+pub struct Message {
+    content: String,
+    role: MessageRole,
+    #[serde(
+        skip_serializing_if = "Vec::is_empty",
+        default = "Vec::new",
+        deserialize_with = "parse_tool_calls"
+    )]
+    tool_calls: Vec<ToolCall>,
+}
+
+fn parse_tool_calls<'de, D>(d: D) -> Result<Vec<ToolCall>, D::Error>
+where
+    D: serde::Deserializer<'de>,
+{
+    Deserialize::deserialize(d).map(|x: Option<_>| x.unwrap_or(Vec::new()))
+}
+
+impl From<OllamaChatMessage> for Message {
+    fn from(message: OllamaChatMessage) -> Message {
+        Message {
+            content: message.content,
+            role: message.role,
+            tool_calls: message.tool_calls,
+        }
+    }
+}
+
+impl From<Message> for OllamaChatMessage {
+    fn from(message: Message) -> OllamaChatMessage {
+        OllamaChatMessage {
+            role: message.role,
+            content: message.content,
+            tool_calls: message.tool_calls,
+            images: None,
+            thinking: None,
+        }
+    }
+}
+
+#[derive(Debug, Serialize)]
+struct ChatCompletionRequest {
+    messages: Vec<Message>,
+    model: String,
+    tools: Vec<ToolInfo>,
+}
+
+impl From<OllamaChatMessageRequest> for ChatCompletionRequest {
+    fn from(request: OllamaChatMessageRequest) -> ChatCompletionRequest {
+        ChatCompletionRequest {
+            messages: request.messages.into_iter().map(|m| m.into()).collect(),
+            model: request.model_name,
+            tools: request.tools,
+        }
+    }
+}
+
+#[derive(Debug, Clone, Deserialize)]
+struct ChatCompletionChoice {
+    message: Message,
+}
+
+#[derive(Debug, Clone, Deserialize)]
+struct ChatCompletionResponse {
+    choices: Vec<ChatCompletionChoice>,
+    model: String,
+    #[serde(rename = "created")]
+    created_unix_seconds: i64,
+}
+
+impl TryFrom<ChatCompletionResponse> for ChatMessageResponse {
+    type Error = LLMError;
+
+    fn try_from(value: ChatCompletionResponse) -> Result<ChatMessageResponse, LLMError> {
+        let created = chrono::DateTime::from_timestamp(value.created_unix_seconds, 0)
+            .ok_or(LLMError::Other("failed converting timestamp".to_string()))?;
+
+        Ok(ChatMessageResponse {
+            model: value.model,
+            created_at: created.to_rfc3339(),
+            message: value
+                .choices
+                .first()
+                .ok_or(LLMError::Other("answer does not exist".to_string()))?
+                .message
+                .clone()
+                .into(),
+            logprobs: None,
+            done: false,
+            final_data: None,
+        })
+    }
+}
+
+#[async_trait]
+impl LLMClient for Mistral {
+    async fn send_chat_messages_with_history(
+        &self,
+        history: &mut Vec<OllamaChatMessage>,
+        mut request: ollama_rs::generation::chat::request::ChatMessageRequest,
+    ) -> Result<ChatMessageResponse, LLMError> {
+        if let Some(first_message) = history.first() // add system prompt as first message
+            && first_message.role != MessageRole::System
+            && let Some(system_prompt) = self.system_prompt.clone()
+        {
+            history.insert(
+                0,
+                OllamaChatMessage::new(MessageRole::System, system_prompt),
+            );
+        }
+
+        history.append(&mut request.messages);
+
+        request.messages = history.messages().to_vec();
+
+        let client = reqwest::Client::new();
+        let chat_completion_request: ChatCompletionRequest = request.into();
+        let response = client
+            .post("https://api.mistral.ai/v1/chat/completions")
+            .header("Authorization", format!("Bearer {}", self.api_key))
+            .json(&chat_completion_request)
+            .send()
+            .await
+            .map_err(|e| LLMError::NetworkError(e.to_string()))?;
+
+        let response = response
+            .error_for_status()
+            .map_err(|e| LLMError::Other(e.to_string()))?;
+
+        let completion_response: ChatCompletionResponse = response
+            .json()
+            .await
+            .map_err(|e| LLMError::Other(e.to_string()))?;
+        let chat_message_response: ChatMessageResponse = completion_response.try_into()?;
+
+        Ok(chat_message_response)
+    }
+
+    async fn preload_model(&self, _model: &str) {
+        // do nothing
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use ollama_rs::generation::chat::request::ChatMessageRequest;
+    use ollama_rs::generation::chat::{ChatMessage, MessageRole};
+    use rmcp::schemars;
+
+    #[derive(schemars::JsonSchema)]
+    struct BeepToolParameters {
+        location: String,
+    }
+
+    #[tokio::test]
+    async fn sending_message() {
+        let client = Mistral::new(include_str!(".MISTRAL_API_KEY").to_string());
+
+        let mut history = vec![];
+
+        dbg!(
+            client
+                .send_chat_messages_with_history(
+                    &mut history,
+                    ChatMessageRequest::new(
+                        "mistral-medium-3-5".to_string(),
+                        vec![ChatMessage::new(
+                            MessageRole::User,
+                            "Mach ein Geräusch in der Küche".to_string()
+                        )],
+                    )
+                    .tools(vec![ToolInfo {
+                        tool_type: ollama_rs::generation::tools::ToolType::Function,
+                        function: ollama_rs::generation::tools::ToolFunctionInfo {
+                            name: "make_sound".to_string(),
+                            description: "alerts the user with a beep".to_string(),
+                            parameters: schemars::schema_for!(BeepToolParameters),
+                        }
+                    }]),
+                )
+                .await
+                .unwrap()
+        );
+    }
+}

own_mcp/src/mcp/llmclient/mod.rs

@@ -0,0 +1,27 @@
+pub mod mistral;
+pub mod ollama;
+
+use async_trait::async_trait;
+use ollama_rs::generation::chat::request::ChatMessageRequest;
+use ollama_rs::generation::chat::{ChatMessage, ChatMessageResponse};
+use std::fmt::Debug;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum LLMError {
+    #[error("network error: {0}")]
+    NetworkError(String),
+    #[error("llm error: {0}")]
+    Other(String),
+}
+
+#[async_trait]
+pub trait LLMClient: Debug + Send + Sync {
+    async fn send_chat_messages_with_history(
+        &self,
+        history: &mut Vec<ChatMessage>,
+        request: ChatMessageRequest,
+    ) -> Result<ChatMessageResponse, LLMError>;
+
+    async fn preload_model(&self, model: &str);
+}

own_mcp/src/mcp/llmclient/ollama.rs

@@ -0,0 +1,38 @@
+use crate::mcp::llmclient::{LLMClient, LLMError};
+use async_trait::async_trait;
+use ollama_rs::Ollama;
+use ollama_rs::error::OllamaError;
+use ollama_rs::generation::chat::request::ChatMessageRequest;
+use ollama_rs::generation::chat::{ChatMessage, ChatMessageResponse};
+use ollama_rs::generation::completion::request::GenerationRequest;
+
+impl From<OllamaError> for LLMError {
+    fn from(err: OllamaError) -> LLMError {
+        match err {
+            OllamaError::ToolCallError(e) => LLMError::Other(e.to_string()),
+            OllamaError::JsonError(e) => LLMError::Other(e.to_string()),
+            OllamaError::ReqwestError(e) => LLMError::NetworkError(e.to_string()),
+            OllamaError::InternalError(e) => LLMError::Other(e.message),
+            OllamaError::Other(e) => LLMError::Other(e.to_string()),
+        }
+    }
+}
+
+#[async_trait]
+impl LLMClient for Ollama {
+    async fn send_chat_messages_with_history(
+        &self,
+        history: &mut Vec<ChatMessage>,
+        request: ChatMessageRequest,
+    ) -> Result<ChatMessageResponse, LLMError> {
+        Ok(self
+            .send_chat_messages_with_history(history, request)
+            .await?)
+    }
+
+    async fn preload_model(&self, model: &str) {
+        let _ = self
+            .generate(GenerationRequest::new(model.to_string(), ""))
+            .await;
+    }
+}

own_mcp/src/mcp/mod.rs

@@ -1,6 +1,9 @@
 pub mod chat;
+pub mod llmclient;
 mod translation;
 
+pub use llmclient::mistral::Mistral;
+
 use rmcp::model::InitializeRequestParams;
 use rmcp::service::{ClientInitializeError, RunningService};
 use rmcp::transport::streamable_http_client::StreamableHttpClientTransportConfig;
@@ -48,8 +51,10 @@ pub fn guaranteed_mcp_server_name(
 ) -> String {
     if let Some(user_specified_name) = user_specified_name {
         user_specified_name
-    } else if let Some(peer_info) = client.peer_info() {
+    } else if let Some(peer_info) = client.peer_info()
-        peer_info.server_info.name.clone()
+        && let Some(server_info) = &peer_info.server_info
+    {
+        server_info.name.clone()
     } else {
         let random_name = generate_random_mcp_server_name();
         log::warn!(