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deepgram-sdk-2.4.0
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مشاهده بیشترتوضیحات
The official Python SDK for the Deepgram automated speech recognition platform.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | deepgram-sdk-2.4.0 |
| نام | deepgram-sdk |
| نسخه کتابخانه | 2.4.0 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Luca Todd |
| ایمیل نویسنده | luca.todd@deepgram.com |
| آدرس صفحه اصلی | https://github.com/deepgram/deepgram-python-sdk |
| آدرس اینترنتی | https://pypi.org/project/deepgram-sdk/ |
| مجوز | MIT |
# Deepgram Python SDK
[](https://github.com/deepgram/deepgram-python-sdk/actions/workflows/CI.yml) [](https://pypi.org/project/deepgram-sdk/) [](./.github/CODE_OF_CONDUCT.md)
Official Python SDK for [Deepgram](https://www.deepgram.com/?utm_medium=github&utm_source=devrel&utm_content=deepgram-python-sdk)'s automated speech recognition APIs.
To access the API you will need a Deepgram account. Sign up for free at
[console.deepgram.com](https://console.deepgram.com/signup?utm_medium=github&utm_source=devrel&utm_content=deepgram-python-sdk).
You can learn more about the full Deepgram API at [developers.deepgram.com](https://developers.deepgram.com).
## Getting Started
```sh
pip install deepgram-sdk
```
## Usage
#### Transcribe an Existing File or Pre-recorded Audio
```python
from deepgram import Deepgram
import json
DEEPGRAM_API_KEY = 'YOUR_API_KEY'
PATH_TO_FILE = 'some/file.wav'
def main():
# Initializes the Deepgram SDK
deepgram = Deepgram(DEEPGRAM_API_KEY)
# Open the audio file
with open(PATH_TO_FILE, 'rb') as audio:
# ...or replace mimetype as appropriate
source = {'buffer': audio, 'mimetype': 'audio/wav'}
response = deepgram.transcription.sync_prerecorded(source, {'punctuate': True})
print(json.dumps(response, indent=4))
main()
```
#### Transcribe an Existing File or Pre-recorded Audio Asynchronously
```python
from deepgram import Deepgram
import asyncio, json
DEEPGRAM_API_KEY = 'YOUR_API_KEY'
PATH_TO_FILE = 'some/file.wav'
async def main():
# Initializes the Deepgram SDK
deepgram = Deepgram(DEEPGRAM_API_KEY)
# Open the audio file
with open(PATH_TO_FILE, 'rb') as audio:
# ...or replace mimetype as appropriate
source = {'buffer': audio, 'mimetype': 'audio/wav'}
response = await deepgram.transcription.prerecorded(source, {'punctuate': True})
print(json.dumps(response, indent=4))
asyncio.run(main())
```
#### Transcribe Audio in Real-Time or Streaming Audio
```python
from deepgram import Deepgram
import asyncio
import aiohttp
# Your Deepgram API Key
DEEPGRAM_API_KEY = 'YOUR_API_KEY'
# URL for the audio you would like to stream
# URL for the example resource will change depending on whether user is outside or inside the UK
# Outside the UK
URL = 'http://stream.live.vc.bbcmedia.co.uk/bbc_radio_fourlw_online_nonuk'
# Inside the UK
# URL = 'http://stream.live.vc.bbcmedia.co.uk/bbc_radio_fourfm'
async def main():
# Initialize the Deepgram SDK
deepgram = Deepgram(DEEPGRAM_API_KEY)
# Create a websocket connection to Deepgram
# In this example, punctuation is turned on, interim results are turned off, and language is set to US English.
try:
deepgramLive = await deepgram.transcription.live({ 'punctuate': True, 'interim_results': False, 'language': 'en-US' })
except Exception as e:
print(f'Could not open socket: {e}')
return
# Listen for the connection to close
deepgramLive.registerHandler(deepgramLive.event.CLOSE, lambda c: print(f'Connection closed with code {c}.'))
# Listen for any transcripts received from Deepgram and write them to the console
deepgramLive.registerHandler(deepgramLive.event.TRANSCRIPT_RECEIVED, print)
# Listen for the connection to open and send streaming audio from the URL to Deepgram
async with aiohttp.ClientSession() as session:
async with session.get(URL) as audio:
while True:
data = await audio.content.readany()
deepgramLive.send(data)
# If there's no data coming from the livestream then break out of the loop
if not data:
break
# Indicate that we've finished sending data by sending the customary zero-byte message to the Deepgram streaming endpoint, and wait until we get back the final summary metadata object
await deepgramLive.finish()
asyncio.run(main())
```
### Parameters
Query parameters like `punctuate` are added as part of the `TranscriptionOptions` `dict` in the `.prerecorded`/`.live` transcription call.
Multiple query parameters can be added similarly, and any dict will do - the types are provided for reference/convenience.
```python
response = await dg_client.transcription.prerecorded(source, {'punctuate': True, 'keywords': ['first:5', 'second']})
```
Depending on your preference, you can also add parameters as named arguments, instead.
```python
response = await dg_client.transcription.prerecorded(source, punctuate=True, keywords=['first:5', 'second'])
```
## Code Samples
To run the sample code, you may want to create a virtual environment to isolate your Python projects, but it's not required. You can learn how to make and activate these virtual environments in [this article](https://blog.deepgram.com/python-virtual-environments/) on our Deepgram blog.
#### Streaming Audio Code Samples
In the `sample-projects` folder, there are examples from four different Python web frameworks of how to do live streaming audio transcription with Deepgram. These include:
- Flask 2.0
- FastAPI
- Django
- Quart
Each of the examples has a README file you can follow to set up and run your project. If you get stuck, please feel free to Tweet us! We're [@DeepgramAI on Twitter](https://twitter.com/DeepgramAI)
## Development and Contributing
Interested in contributing? We ❤️ pull requests!
To make sure our community is safe for all, be sure to review and agree to our
[Code of Conduct](./.github/CODE_OF_CONDUCT.md). Then see the
[Contribution](./.github/CONTRIBUTING.md) guidelines for more information.
## Getting Help
We love to hear from you so if you have questions, comments or find a bug in the
project, let us know! You can either:
- [Open an issue](https://github.com/deepgram/deepgram-python-sdk/issues/new) on this repository
- Tweet at us! We're [@DeepgramAI on Twitter](https://twitter.com/DeepgramAI)
## Further Reading
Check out the Developer Documentation at [https://developers.deepgram.com/](https://developers.deepgram.com/)
نیازمندی
| مقدار | نام |
|---|---|
| - | aiohttp |
| - | websockets |
| - | typing-extensions |
نحوه نصب
نصب پکیج whl deepgram-sdk-2.4.0:
pip install deepgram-sdk-2.4.0.whl
نصب پکیج tar.gz deepgram-sdk-2.4.0:
pip install deepgram-sdk-2.4.0.tar.gz