diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..8599d0a --- /dev/null +++ b/.dockerignore @@ -0,0 +1,16 @@ +# Git +.git +.gitignore + +# Python +.python-version +__pycache__/ +*.py[cod] +.venv/ +.env + +# Docker +Dockerfile + +# Other +.ropeproject diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml new file mode 100644 index 0000000..a0396ae --- /dev/null +++ b/.github/workflows/docker-build.yml @@ -0,0 +1,25 @@ +name: Docker Build CI + +on: + push: + branches-ignore: + - 'main' + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v3 + + - name: Build Docker image + uses: docker/build-push-action@v5 + with: + context: . + push: false + load: true + tags: agent-utils:build-test diff --git a/.github/workflows/docker-publish.yml b/.github/workflows/docker-publish.yml new file mode 100644 index 0000000..ade2e71 --- /dev/null +++ b/.github/workflows/docker-publish.yml @@ -0,0 +1,30 @@ +name: Docker Image CI + +on: + push: + branches: [ "main" ] + +jobs: + build-and-publish: + runs-on: ubuntu-latest + permissions: + contents: read + packages: write + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Log in to the GitHub Container Registry + uses: docker/login-action@v3 + with: + registry: ghcr.io + username: ${{ github.actor }} + password: ${{ secrets.GITHUB_TOKEN }} + + - name: Build and push Docker image + uses: docker/build-push-action@v5 + with: + context: . + push: true + tags: ghcr.io/${{ github.repository }}:latest diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..c8cfe39 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.10 diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..2338198 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,30 @@ +# Use an official Python runtime as a parent image +FROM python:3.10-slim + +# Set environment variables +ENV PYTHONDONTWRITEBYTECODE=1 +ENV PYTHONUNBUFFERED=1 + +# Install system dependencies (ffmpeg for pydub) +RUN apt-get update && apt-get install -y ffmpeg && rm -rf /var/lib/apt/lists/* + +# Set the working directory in the container +WORKDIR /app + +# Install uv +RUN pip install uv + +# Copy the dependency files +COPY pyproject.toml uv.lock ./ + +# Install dependencies using uv +RUN uv export --no-dev | uv pip install --system -r - + +# Copy the application code +COPY ./app ./app + +# Expose the port the app runs on +EXPOSE 8000 + +# Run the application +CMD ["fastapi", "run", "--host", "0.0.0.0", "--port", "8000"] diff --git a/README.md b/README.md index ccc35b1..062bef1 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,35 @@ # agent-utils + Various utility APIs for agents + +## Usage + +Run directly: + +```sh +uv run fastapi [dev|run] +``` + +Run the API in development or poduction mode. + +Run production mode in a container: + +```sh +docker run -p 8000:8000 --env-file .env agent-utils +``` + +## Functions + +Find the API documentation at http://…:8000/docs. + +### Transcribe audio + +Post the URL of an audio file and get a text transcript returned. Currently works with MP3. + +## Configuration + +The app needs an OpenAI API key to work, in the `.env` file. + +```toml +OPENAI_API_KEY=… # Open AI, API key for access to the Whisper API +``` diff --git a/app/__init__.py b/app/__init__.py new file mode 100644 index 0000000..9ebb424 --- /dev/null +++ b/app/__init__.py @@ -0,0 +1 @@ +from . import mp3transcribe diff --git a/app/main.py b/app/main.py new file mode 100644 index 0000000..bc38a45 --- /dev/null +++ b/app/main.py @@ -0,0 +1,38 @@ +from typing import Union + +from fastapi import FastAPI, HTTPException +from dotenv import load_dotenv + +from .mp3transcribe import Mp3Transcribe, AudioFile + +load_dotenv() +app = FastAPI() + + +@app.get("/") +def read_root(): + return {"Hello": "World"} + + + +@app.post("/mp3transcribe/") +def transcribe_mp3(audio_file: AudioFile): + """ + Transcribes an MP3 audio file. + + This endpoint accepts an MP3 audio file, downloads it, and transcribes the audio content to text. + + Args: + audio_file (mp3transcribe.AudioFile): An object containing the URL and language of the MP3 audio file to be transcribed. + + Returns: + dict: A dictionary containing the transcribed text. + + Raises: + HTTPException: If the audio file cannot be downloaded, an HTTP 500 error is raised. + """ + mp3 = Mp3Transcribe(audio_file.url, audio_file.lang) + if not mp3.download(): + raise HTTPException(status_code=500, detail="Failed to download audio file") + transcript = mp3.transcribe() + return {"text": transcript} diff --git a/app/mp3transcribe/__init__.py b/app/mp3transcribe/__init__.py new file mode 100644 index 0000000..f8d8c6e --- /dev/null +++ b/app/mp3transcribe/__init__.py @@ -0,0 +1,81 @@ +import logging +from pathlib import Path +from tempfile import TemporaryDirectory + +from pydantic import BaseModel +import requests +from openai import OpenAI +from pydub import AudioSegment + + + +class AudioFile(BaseModel): + url: str + lang: str = 'en' + + +class Mp3Transcribe: + """ + A class to handle downloading and transcribing MP3 audio files using OpenAI's transcription service. + + Attributes: + url (str): The URL of the MP3 file to download. + lang (str): The language of the audio for transcription. Default is 'en'. + client (OpenAI): An instance of the OpenAI client. + temp_dir (TemporaryDirectory): A temporary directory to store downloaded and processed files. + audio (Path): The path to the downloaded MP3 file. + transcript (Path): The path to the generated transcript file. + + Methods: + download() -> bool: + Downloads the MP3 file from the specified URL and saves it to a temporary directory. + Returns True if the download is successful, otherwise False. + + transcribe() -> str: + Transcribes the downloaded MP3 file in 10-minute segments using OpenAI's transcription service. + Saves the transcript to a text file in the temporary directory. + Returns the transcribed text. + """ + def __init__(self, url, lang='en'): + self.url = url + self.lang = lang + self.client = OpenAI() + self.temp_dir = TemporaryDirectory() + + def download(self) -> bool: + self.audio = Path(self.temp_dir.name).joinpath('audio.mp3') + logging.debug(f'Downloading {self.url} to {self.audio}') + response = requests.get(self.url) + if response.status_code != 200: + logging.error(f'Failed to download {self.url}, response {response}') + return False + with open(self.audio, 'wb') as f: + f.write(response.content) + logging.debug(f'Downloaded {self.url} to {self.audio}') + return True + + def transcribe(self): + audio_file = AudioSegment.from_mp3(self.audio) + ten_minutes = 10 * 60 * 1000 + audio_10s = audio_file[::ten_minutes] + self.transcript = Path(self.temp_dir.name).joinpath('transcript.txt') + with open(self.transcript, 'w') as t: + i = 0 + for audio in audio_10s: + logging.debug(f'Transcribing segment {i}') + seg10_name = Path(self.temp_dir.name).joinpath(f'd10-{i}.mp3') + audio.export(seg10_name, format="mp3") + with open(seg10_name, 'rb') as f: + text = self.client.audio.transcriptions.create( + language=self.lang, + file=f, + model="whisper-1", + #prompt=prompt + response_format="text" + ) + #prompt = transcript + t.write(text) + i += 1 + logging.debug(f'Transcribed {self.audio} to {self.transcript}') + return self.transcript.read_text() + diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..e53015a --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,15 @@ +[project] +name = "agent-utils" +version = "0.1.0" +classifiers = ["Private :: Do Not Upload"] +description = "Utility APIs for agents" +readme = "README.md" +requires-python = ">=3.10" +dependencies = [ + "fastapi[standard]>=0.115.5", + "openai>=1.55.3", + "pydantic-settings>=2.6.1", + "pydub>=0.25.1", + "python-dotenv>=1.0.1", + "requests>=2.32.3", +] diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..50f83b4 --- /dev/null +++ b/uv.lock @@ -0,0 +1,947 @@ +version = 1 +requires-python = ">=3.10" + +[[package]] +name = "agent-utils" +version = "0.1.0" +source = { virtual = "." } +dependencies = [ + { name = "fastapi", extra = ["standard"] }, + { name = "openai" }, + { name = "pydantic-settings" }, + { name = "pydub" }, + { name = "python-dotenv" }, + { name = "requests" }, 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