Integrate the youtube-transcript-api library as a tool

This commit is contained in:
Tao Wang 2024-11-15 02:03:40 -08:00
parent 2fed55ae6b
commit 831b7a6dc4
7 changed files with 239 additions and 2 deletions

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from typing import Any, Dict, Union, List
from urllib.parse import urlparse, parse_qs
from youtube_transcript_api import YouTubeTranscriptApi
from core.tools.tool.builtin_tool import BuiltinTool
from core.tools.entities.tool_entities import ToolInvokeMessage
class YouTubeTranscriptTool(BuiltinTool):
def _invoke(self, user_id: str, tool_parameters: Dict[str, Any]) -> Union[ToolInvokeMessage, List[ToolInvokeMessage]]:
"""
Invoke the YouTube transcript tool
"""
try:
# Extract parameters with defaults
video_input = tool_parameters['video_id']
language = tool_parameters.get('language')
output_format = tool_parameters.get('format', 'text')
preserve_formatting = tool_parameters.get('preserve_formatting', False)
proxy = tool_parameters.get('proxy')
cookies = tool_parameters.get('cookies')
# Extract video ID from URL if needed
video_id = self._extract_video_id(video_input)
# Common kwargs for API calls
kwargs = {
'proxies': {"https": proxy} if proxy else None,
'cookies': cookies
}
try:
if language:
transcript_list = YouTubeTranscriptApi.list_transcripts(video_id, **kwargs)
try:
transcript = transcript_list.find_transcript([language])
except:
# If requested language not found, try translating from English
transcript = transcript_list.find_transcript(['en']).translate(language)
transcript_data = transcript.fetch()
else:
transcript_data = YouTubeTranscriptApi.get_transcript(
video_id,
preserve_formatting=preserve_formatting,
**kwargs
)
# Format output
formatter_class = {
'json': 'JSONFormatter',
'pretty': 'PrettyPrintFormatter',
'srt': 'SRTFormatter',
'vtt': 'WebVTTFormatter'
}.get(output_format)
if formatter_class:
from youtube_transcript_api import formatters
formatter = getattr(formatters, formatter_class)()
formatted_transcript = formatter.format_transcript(transcript_data)
else:
formatted_transcript = ' '.join(entry['text'] for entry in transcript_data)
return self.create_text_message(text=formatted_transcript)
except Exception as e:
return self.create_text_message(
text=f"Error getting transcript: {str(e)}"
)
except Exception as e:
return self.create_text_message(
text=f"Error processing request: {str(e)}"
)
def _extract_video_id(self, video_input: str) -> str:
"""
Extract video ID from URL or return as-is if already an ID
"""
if 'youtube.com' in video_input or 'youtu.be' in video_input:
# Parse URL
parsed_url = urlparse(video_input)
if 'youtube.com' in parsed_url.netloc:
return parse_qs(parsed_url.query)['v'][0]
else: # youtu.be
return parsed_url.path[1:]
return video_input # Assume it's already a video ID

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identity:
name: free_youtube_transcript
author: Tao Wang
label:
en_US: Free YouTube Transcript API
zh_Hans: 免费获取 YouTube 转录
description:
human:
en_US: Get transcript from a YouTube video for free.
zh_Hans: 免费获取 YouTube 视频的转录文案。
llm: A tool for retrieving transcript from YouTube videos.
parameters:
- name: video_id
type: string
required: true
label:
en_US: Video ID/URL
zh_Hans: 视频ID
human_description:
en_US: Used to define the video from which the transcript will be fetched. You can find the id in the video url. For example - https://www.youtube.com/watch?v=video_id.
zh_Hans: 您要哪条视频的转录文案您可以在视频链接中找到id。例如 - https://www.youtube.com/watch?v=video_id。
llm_description: Used to define the video from which the transcript will be fetched. For example - https://www.youtube.com/watch?v=video_id.
form: llm
- name: language
type: string
required: false
label:
en_US: Language Code
zh_Hans: 语言
human_description:
en_US: Language code (e.g. 'en', 'zh') for the transcript.
zh_Hans: 字幕语言代码(如'en'、'zh')。留空则自动选择。
llm_description: Used to set the language for transcripts.
form: form
- name: format
type: select
required: false
default: text
options:
- value: text
label:
en_US: Plain Text
zh_Hans: 纯文本
- value: json
label:
en_US: JSON Format
zh_Hans: JSON 格式
- value: pretty
label:
en_US: Pretty Print Format
zh_Hans: 美化格式
- value: srt
label:
en_US: SRT Format
zh_Hans: SRT 格式
- value: vtt
label:
en_US: WebVTT Format
zh_Hans: WebVTT 格式
label:
en_US: Output Format
zh_Hans: 输出格式
human_description:
en_US: Format of the transcript output
zh_Hans: 字幕输出格式
llm_description: The format to output the transcript in. Options are text (plain text), json (raw transcript data), srt (SubRip format), or vtt (WebVTT format)
form: form
- name: preserve_formatting
type: boolean
required: false
default: false
label:
en_US: Preserve Formatting
zh_Hans: 保留格式
human_description:
en_US: Keep HTML formatting elements like <i> (italics) and <b> (bold)
zh_Hans: 保留HTML格式元素如<i>(斜体)和<b>(粗体)
llm_description: Whether to preserve HTML formatting elements in the transcript text
form: form
- name: proxy
type: string
required: false
label:
en_US: HTTPS Proxy
zh_Hans: HTTPS 代理
human_description:
en_US: HTTPS proxy URL (e.g. https://user:pass@domain:port)
zh_Hans: HTTPS 代理地址(如 https://user:pass@domain:port
llm_description: HTTPS proxy to use for the request. Format should be https://user:pass@domain:port
form: form
- name: cookies
type: string
required: false
label:
en_US: Cookies File Path
zh_Hans: Cookies 文件路径
human_description:
en_US: Path to cookies.txt file for accessing age-restricted videos
zh_Hans: 用于访问年龄限制视频的 cookies.txt 文件路径
llm_description: Path to a cookies.txt file containing YouTube cookies, needed for accessing age-restricted videos
form: form

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from typing import Any, Dict
from core.tools.provider.builtin_tool_provider import BuiltinToolProviderController
from core.tools.errors import ToolProviderCredentialValidationError
from core.tools.provider.builtin.transcript.tools.transcript import YouTubeTranscriptTool
class YouTubeTranscriptProvider(BuiltinToolProviderController):
def _validate_credentials(self, credentials: Dict[str, Any]) -> None:
"""
No credentials needed for YouTube Transcript API
"""
pass

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identity:
author: Tao Wang
name: transcript
label:
en_US: Transcript
zh_Hans: Transcript
description:
en_US: Get transcripts from YouTube videos
zh_Hans: 获取 YouTube 视频的字幕/转录文本
icon: icon.svg
tags:
- videos
credentials_for_provider:
# No credentials needed for this provider as the YouTube Transcript API is free

18
api/poetry.lock generated
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# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
[[package]]
name = "aiohappyeyeballs"
@ -10854,6 +10854,20 @@ requests = ">=2.31"
nospam = ["requests-cache (>=1.0)", "requests-ratelimiter (>=0.3.1)"]
repair = ["scipy (>=1.6.3)"]
[[package]]
name = "youtube-transcript-api"
version = "0.6.2"
description = "This is an python API which allows you to get the transcripts/subtitles for a given YouTube video. It also works for automatically generated subtitles, supports translating subtitles and it does not require a headless browser, like other selenium based solutions do!"
optional = false
python-versions = "*"
files = [
{file = "youtube_transcript_api-0.6.2-py3-none-any.whl", hash = "sha256:019dbf265c6a68a0591c513fff25ed5a116ce6525832aefdfb34d4df5567121c"},
{file = "youtube_transcript_api-0.6.2.tar.gz", hash = "sha256:cad223d7620633cec44f657646bffc8bbc5598bd8e70b1ad2fa8277dec305eb7"},
]
[package.dependencies]
requests = "*"
[[package]]
name = "zhipuai"
version = "2.1.5.20230904"
@ -11078,4 +11092,4 @@ cffi = ["cffi (>=1.11)"]
[metadata]
lock-version = "2.0"
python-versions = ">=3.10,<3.13"
content-hash = "2ba4b464eebc26598f290fa94713acc44c588f902176e6efa80622911d40f0ac"
content-hash = "69a3f471f85dce9e5fb889f739e148a4a6d95aaf94081414503867c7157dba69"

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@ -187,6 +187,7 @@ websocket-client = "~1.7.0"
werkzeug = "~3.0.1"
xinference-client = "0.15.2"
yarl = "~1.9.4"
youtube-transcript-api = "~0.6.2"
zhipuai = "~2.1.5"
# Before adding new dependency, consider place it in alphabet order (a-z) and suitable group.