diff --git a/365085a8-a90a-43f9-a779-f8769ec7eca1.html b/365085a8-a90a-43f9-a779-f8769ec7eca1.html index 544d406347..39cfcc1a16 100644 --- a/365085a8-a90a-43f9-a779-f8769ec7eca1.html +++ b/365085a8-a90a-43f9-a779-f8769ec7eca1.html @@ -10,7 +10,7 @@ - + diff --git a/404.html b/404.html index 3e5cff11fa..8faa2977b7 100644 --- a/404.html +++ b/404.html @@ -10,7 +10,7 @@ - + diff --git a/Components/components-memories.html b/Components/components-memories.html index f3b6c5c932..23c97e1e2f 100644 --- a/Components/components-memories.html +++ b/Components/components-memories.html @@ -10,7 +10,7 @@ - + diff --git a/Components/components-tools.html b/Components/components-tools.html index 9322249736..5b621521ea 100644 --- a/Components/components-tools.html +++ b/Components/components-tools.html @@ -10,7 +10,7 @@ - + diff --git a/Starter-Projects/starter-projects-complex-agent.html b/Starter-Projects/starter-projects-complex-agent.html index ab831ce1fa..4c0eff83e0 100644 --- a/Starter-Projects/starter-projects-complex-agent.html +++ b/Starter-Projects/starter-projects-complex-agent.html @@ -10,7 +10,7 @@ - + diff --git a/Starter-Projects/starter-projects-hierarchical-crew.html b/Starter-Projects/starter-projects-hierarchical-crew.html index 85cd85c842..7d5bb3c4d6 100644 --- a/Starter-Projects/starter-projects-hierarchical-crew.html +++ b/Starter-Projects/starter-projects-hierarchical-crew.html @@ -10,7 +10,7 @@ - + diff --git a/Starter-Projects/starter-projects-sequential-crew.html b/Starter-Projects/starter-projects-sequential-crew.html index 8b9340b30c..f87988893a 100644 --- a/Starter-Projects/starter-projects-sequential-crew.html +++ b/Starter-Projects/starter-projects-sequential-crew.html @@ -10,7 +10,7 @@ - + diff --git a/assets/files/AssemblyAI_Flow-22ac78676a24fcafe6cbef24c124b018.json b/assets/files/AssemblyAI_Flow-22ac78676a24fcafe6cbef24c124b018.json new file mode 100644 index 0000000000..a25d286c6b --- /dev/null +++ b/assets/files/AssemblyAI_Flow-22ac78676a24fcafe6cbef24c124b018.json @@ -0,0 +1 @@ +{"name":"AssemblyAI Transcription and Speech AI Flow","icon":null,"is_component":false,"endpoint_name":null,"data":{"nodes":[{"id":"Prompt-IO8Cq","type":"genericNode","position":{"x":-1376.3296370680628,"y":928.8860970980681},"data":{"type":"Prompt","node":{"template":{"_type":"Component","code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"from langflow.base.prompts.api_utils import process_prompt_template\nfrom langflow.custom import Component\nfrom langflow.inputs.inputs import DefaultPromptField\nfrom langflow.io import Output, PromptInput\nfrom langflow.schema.message import Message\nfrom langflow.template.utils import update_template_values\n\n\nclass PromptComponent(Component):\n display_name: str = \"Prompt\"\n description: str = \"Create a prompt template with dynamic variables.\"\n icon = \"prompts\"\n trace_type = \"prompt\"\n name = \"Prompt\"\n\n inputs = [\n PromptInput(name=\"template\", display_name=\"Template\"),\n ]\n\n outputs = [\n Output(display_name=\"Prompt Message\", name=\"prompt\", method=\"build_prompt\"),\n ]\n\n async def build_prompt(\n self,\n ) -> Message:\n prompt = await Message.from_template_and_variables(**self._attributes)\n self.status = prompt.text\n return prompt\n\n def _update_template(self, frontend_node: dict):\n prompt_template = frontend_node[\"template\"][\"template\"][\"value\"]\n custom_fields = frontend_node[\"custom_fields\"]\n frontend_node_template = frontend_node[\"template\"]\n _ = process_prompt_template(\n template=prompt_template,\n name=\"template\",\n custom_fields=custom_fields,\n frontend_node_template=frontend_node_template,\n )\n return frontend_node\n\n def post_code_processing(self, new_frontend_node: dict, current_frontend_node: dict):\n \"\"\"\n This function is called after the code validation is done.\n \"\"\"\n frontend_node = super().post_code_processing(new_frontend_node, current_frontend_node)\n template = frontend_node[\"template\"][\"template\"][\"value\"]\n # Kept it duplicated for backwards compatibility\n _ = process_prompt_template(\n template=template,\n name=\"template\",\n custom_fields=frontend_node[\"custom_fields\"],\n frontend_node_template=frontend_node[\"template\"],\n )\n # Now that template is updated, we need to grab any values that were set in the current_frontend_node\n # and update the frontend_node with those values\n update_template_values(new_template=frontend_node, previous_template=current_frontend_node[\"template\"])\n return frontend_node\n\n def _get_fallback_input(self, **kwargs):\n return DefaultPromptField(**kwargs)\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"template":{"trace_as_input":true,"list":false,"required":false,"placeholder":"","show":true,"name":"template","value":"Provide a brief summary of the transcript.","display_name":"Template","advanced":false,"dynamic":false,"info":"","title_case":false,"type":"prompt","_input_type":"PromptInput"}},"description":"Create a prompt template with dynamic variables.","icon":"prompts","is_input":null,"is_output":null,"is_composition":null,"base_classes":["Message"],"name":"","display_name":"Prompt","documentation":"","custom_fields":{"template":[]},"output_types":[],"full_path":null,"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Message"],"selected":"Message","name":"prompt","hidden":null,"display_name":"Prompt Message","method":"build_prompt","value":"__UNDEFINED__","cache":true}],"field_order":["template"],"beta":false,"error":null,"edited":false,"lf_version":"1.0.18"},"id":"Prompt-IO8Cq"},"selected":false,"width":384,"height":324,"positionAbsolute":{"x":-1376.3296370680628,"y":928.8860970980681},"dragging":false},{"id":"AssemblyAITranscriptionJobCreator-Idt7P","type":"genericNode","position":{"x":-1957.7132501771657,"y":470.79685053457587},"data":{"type":"AssemblyAITranscriptionJobCreator","node":{"template":{"_type":"Component","audio_file":{"trace_as_metadata":true,"file_path":"fa69381c-d1c4-4535-bc23-bc2fb4956e1e/2024-09-26_16-47-01_sports_injuries.mp3","fileTypes":["3ga","8svx","aac","ac3","aif","aiff","alac","amr","ape","au","dss","flac","flv","m4a","m4b","m4p","m4r","mp3","mpga","ogg","oga","mogg","opus","qcp","tta","voc","wav","wma","wv","webm","mts","m2ts","ts","mov","mp2","mp4","m4p","m4v","mxf"],"list":false,"required":false,"placeholder":"","show":true,"name":"audio_file","value":"sports_injuries.mp3","display_name":"Audio File","advanced":false,"dynamic":false,"info":"The audio file to transcribe","title_case":false,"type":"file","_input_type":"FileInput","load_from_db":false},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"audio_file_url":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"audio_file_url","value":"","display_name":"Audio File URL","advanced":true,"input_types":["Message"],"dynamic":false,"info":"The URL of the audio file to transcribe (Can be used instead of a File)","title_case":false,"type":"str","_input_type":"MessageTextInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import os\n\nimport assemblyai as aai\nfrom loguru import logger\n\nfrom langflow.custom import Component\nfrom langflow.io import BoolInput, DropdownInput, FileInput, MessageTextInput, Output, SecretStrInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAITranscriptionJobCreator(Component):\n display_name = \"AssemblyAI Start Transcript\"\n description = \"Create a transcription job for an audio file using AssemblyAI with advanced options\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n FileInput(\n name=\"audio_file\",\n display_name=\"Audio File\",\n file_types=[\n \"3ga\",\n \"8svx\",\n \"aac\",\n \"ac3\",\n \"aif\",\n \"aiff\",\n \"alac\",\n \"amr\",\n \"ape\",\n \"au\",\n \"dss\",\n \"flac\",\n \"flv\",\n \"m4a\",\n \"m4b\",\n \"m4p\",\n \"m4r\",\n \"mp3\",\n \"mpga\",\n \"ogg\",\n \"oga\",\n \"mogg\",\n \"opus\",\n \"qcp\",\n \"tta\",\n \"voc\",\n \"wav\",\n \"wma\",\n \"wv\",\n \"webm\",\n \"mts\",\n \"m2ts\",\n \"ts\",\n \"mov\",\n \"mp2\",\n \"mp4\",\n \"m4p\",\n \"m4v\",\n \"mxf\",\n ],\n info=\"The audio file to transcribe\",\n ),\n MessageTextInput(\n name=\"audio_file_url\",\n display_name=\"Audio File URL\",\n info=\"The URL of the audio file to transcribe (Can be used instead of a File)\",\n advanced=True,\n ),\n DropdownInput(\n name=\"speech_model\",\n display_name=\"Speech Model\",\n options=[\n \"best\",\n \"nano\",\n ],\n value=\"best\",\n info=\"The speech model to use for the transcription\",\n advanced=True,\n ),\n BoolInput(\n name=\"language_detection\",\n display_name=\"Automatic Language Detection\",\n info=\"Enable automatic language detection\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"language_code\",\n display_name=\"Language\",\n info=\"\"\"\n The language of the audio file. Can be set manually if automatic language detection is disabled. \n See https://www.assemblyai.com/docs/getting-started/supported-languages for a list of supported language codes.\n \"\"\",\n advanced=True,\n ),\n BoolInput(\n name=\"speaker_labels\",\n display_name=\"Enable Speaker Labels\",\n info=\"Enable speaker diarization\",\n ),\n MessageTextInput(\n name=\"speakers_expected\",\n display_name=\"Expected Number of Speakers\",\n info=\"Set the expected number of speakers (optional, enter a number)\",\n advanced=True,\n ),\n BoolInput(\n name=\"punctuate\",\n display_name=\"Punctuate\",\n info=\"Enable automatic punctuation\",\n advanced=True,\n value=True,\n ),\n BoolInput(\n name=\"format_text\",\n display_name=\"Format Text\",\n info=\"Enable text formatting\",\n advanced=True,\n value=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcript ID\", name=\"transcript_id\", method=\"create_transcription_job\"),\n ]\n\n def create_transcription_job(self) -> Data:\n aai.settings.api_key = self.api_key\n\n # Convert speakers_expected to int if it's not empty\n speakers_expected = None\n if self.speakers_expected and self.speakers_expected.strip():\n try:\n speakers_expected = int(self.speakers_expected)\n except ValueError:\n self.status = \"Error: Expected Number of Speakers must be a valid integer\"\n return Data(data={\"error\": \"Error: Expected Number of Speakers must be a valid integer\"})\n\n language_code = self.language_code if self.language_code else None\n\n config = aai.TranscriptionConfig(\n speech_model=self.speech_model,\n language_detection=self.language_detection,\n language_code=language_code,\n speaker_labels=self.speaker_labels,\n speakers_expected=speakers_expected,\n punctuate=self.punctuate,\n format_text=self.format_text,\n )\n\n audio = None\n if self.audio_file:\n if self.audio_file_url:\n logger.warning(\"Both an audio file an audio URL were specified. The audio URL was ignored.\")\n\n # Check if the file exists\n if not os.path.exists(self.audio_file):\n self.status = \"Error: Audio file not found\"\n return Data(data={\"error\": \"Error: Audio file not found\"})\n audio = self.audio_file\n elif self.audio_file_url:\n audio = self.audio_file_url\n else:\n self.status = \"Error: Either an audio file or an audio URL must be specified\"\n return Data(data={\"error\": \"Error: Either an audio file or an audio URL must be specified\"})\n\n try:\n transcript = aai.Transcriber().submit(audio, config=config)\n\n if transcript.error:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n else:\n result = Data(data={\"transcript_id\": transcript.id})\n self.status = result\n return result\n except Exception as e:\n self.status = f\"An error occurred: {str(e)}\"\n return Data(data={\"error\": f\"An error occurred: {str(e)}\"})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"format_text":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"format_text","value":true,"display_name":"Format Text","advanced":true,"dynamic":false,"info":"Enable text formatting","title_case":false,"type":"bool","_input_type":"BoolInput"},"language_code":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"language_code","value":"","display_name":"Language","advanced":true,"input_types":["Message"],"dynamic":false,"info":"\n The language of the audio file. Can be set manually if automatic language detection is disabled. \n See https://www.assemblyai.com/docs/getting-started/supported-languages for a list of supported language codes.\n ","title_case":false,"type":"str","_input_type":"MessageTextInput"},"language_detection":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"language_detection","value":false,"display_name":"Automatic Language Detection","advanced":true,"dynamic":false,"info":"Enable automatic language detection","title_case":false,"type":"bool","_input_type":"BoolInput"},"punctuate":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"punctuate","value":true,"display_name":"Punctuate","advanced":true,"dynamic":false,"info":"Enable automatic punctuation","title_case":false,"type":"bool","_input_type":"BoolInput"},"speaker_labels":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"speaker_labels","value":true,"display_name":"Enable Speaker Labels","advanced":false,"dynamic":false,"info":"Enable speaker diarization","title_case":false,"type":"bool","_input_type":"BoolInput","load_from_db":false},"speakers_expected":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"speakers_expected","value":"","display_name":"Expected Number of Speakers","advanced":true,"input_types":["Message"],"dynamic":false,"info":"Set the expected number of speakers (optional, enter a number)","title_case":false,"type":"str","_input_type":"MessageTextInput"},"speech_model":{"trace_as_metadata":true,"options":["best","nano"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"speech_model","value":"best","display_name":"Speech Model","advanced":true,"dynamic":false,"info":"The speech model to use for the transcription","title_case":false,"type":"str","_input_type":"DropdownInput"}},"description":"Create a transcription job for an audio file using AssemblyAI with advanced options","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Start Transcript","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":true,"outputs":[{"types":["Data"],"selected":"Data","name":"transcript_id","display_name":"Transcript ID","method":"create_transcription_job","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","audio_file","audio_file_url","speech_model","language_detection","language_code","speaker_labels","speakers_expected","punctuate","format_text"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAITranscriptionJobCreator-Idt7P","description":"Create a transcription job for an audio file using AssemblyAI with advanced options","display_name":"AssemblyAI Start Transcript"},"selected":false,"width":384,"height":482,"positionAbsolute":{"x":-1957.7132501771657,"y":470.79685053457587},"dragging":false},{"id":"AssemblyAITranscriptionJobPoller-F46nf","type":"genericNode","position":{"x":-1408.0967182254753,"y":461.5039554434261},"data":{"type":"AssemblyAITranscriptionJobPoller","node":{"template":{"_type":"Component","transcript_id":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcript_id","value":"","display_name":"Transcript ID","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The ID of the transcription job to poll","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\n\nfrom langflow.custom import Component\nfrom langflow.io import DataInput, FloatInput, Output, SecretStrInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAITranscriptionJobPoller(Component):\n display_name = \"AssemblyAI Poll Transcript\"\n description = \"Poll for the status of a transcription job using AssemblyAI\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n DataInput(\n name=\"transcript_id\",\n display_name=\"Transcript ID\",\n info=\"The ID of the transcription job to poll\",\n ),\n FloatInput(\n name=\"polling_interval\",\n display_name=\"Polling Interval\",\n value=3.0,\n info=\"The polling interval in seconds\",\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcription Result\", name=\"transcription_result\", method=\"poll_transcription_job\"),\n ]\n\n def poll_transcription_job(self) -> Data:\n \"\"\"Polls the transcription status until completion and returns the Data.\"\"\"\n aai.settings.api_key = self.api_key\n aai.settings.polling_interval = self.polling_interval\n\n # check if it's an error message from the previous step\n if self.transcript_id.data.get(\"error\"):\n self.status = self.transcript_id.data[\"error\"]\n return self.transcript_id\n\n try:\n transcript = aai.Transcript.get_by_id(self.transcript_id.data[\"transcript_id\"])\n except Exception as e:\n error = f\"Getting transcription failed: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n if transcript.status == aai.TranscriptStatus.completed:\n json_response = transcript.json_response\n text = json_response.pop(\"text\", None)\n utterances = json_response.pop(\"utterances\", None)\n transcript_id = json_response.pop(\"id\", None)\n sorted_data = { \"text\": text, \"utterances\": utterances, \"id\": transcript_id}\n sorted_data.update(json_response)\n data = Data(data=sorted_data)\n self.status = data\n return data\n else:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"polling_interval":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"polling_interval","value":3,"display_name":"Polling Interval","advanced":true,"dynamic":false,"info":"The polling interval in seconds","title_case":false,"type":"float","_input_type":"FloatInput"}},"description":"Poll for the status of a transcription job using AssemblyAI","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Poll Transcript","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"transcription_result","display_name":"Transcription Result","method":"poll_transcription_job","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","transcript_id","polling_interval"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAITranscriptionJobPoller-F46nf","description":"Poll for the status of a transcription job using AssemblyAI","display_name":"AssemblyAI Poll Transcript"},"selected":false,"width":384,"height":368,"positionAbsolute":{"x":-1408.0967182254753,"y":461.5039554434261},"dragging":false},{"id":"AssemblyAIGetSubtitles-3sjU6","type":"genericNode","position":{"x":-867.5862690424032,"y":368.91683022842676},"data":{"type":"AssemblyAIGetSubtitles","node":{"template":{"_type":"Component","transcription_result":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcription_result","value":"","display_name":"Transcription Result","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The transcription result from AssemblyAI","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"chars_per_caption":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"chars_per_caption","value":0,"display_name":"Characters per Caption","advanced":true,"dynamic":false,"info":"The maximum number of characters per caption (0 for no limit)","title_case":false,"type":"int","_input_type":"IntInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\n\nfrom langflow.custom import Component\nfrom langflow.io import DataInput, DropdownInput, IntInput, Output, SecretStrInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAIGetSubtitles(Component):\n display_name = \"AssemblyAI Get Subtitles\"\n description = \"Export your transcript in SRT or VTT format for subtitles and closed captions\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n DataInput(\n name=\"transcription_result\",\n display_name=\"Transcription Result\",\n info=\"The transcription result from AssemblyAI\",\n ),\n DropdownInput(\n name=\"subtitle_format\",\n display_name=\"Subtitle Format\",\n options=[\"srt\", \"vtt\"],\n value=\"srt\",\n info=\"The format of the captions (SRT or VTT)\",\n ),\n IntInput(\n name=\"chars_per_caption\",\n display_name=\"Characters per Caption\",\n info=\"The maximum number of characters per caption (0 for no limit)\",\n value=0,\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Subtitles\", name=\"subtitles\", method=\"get_subtitles\"),\n ]\n\n def get_subtitles(self) -> Data:\n aai.settings.api_key = self.api_key\n\n # check if it's an error message from the previous step\n if self.transcription_result.data.get(\"error\"):\n self.status = self.transcription_result.data[\"error\"]\n return self.transcription_result\n\n try:\n transcript_id = self.transcription_result.data[\"id\"]\n transcript = aai.Transcript.get_by_id(transcript_id)\n except Exception as e:\n error = f\"Getting transcription failed: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n if transcript.status == aai.TranscriptStatus.completed:\n subtitles = None\n chars_per_caption = self.chars_per_caption if self.chars_per_caption > 0 else None\n if self.subtitle_format == \"srt\":\n subtitles = transcript.export_subtitles_srt(chars_per_caption)\n else:\n subtitles = transcript.export_subtitles_vtt(chars_per_caption)\n\n result = Data(\n subtitles=subtitles,\n format=self.subtitle_format,\n transcript_id=transcript_id,\n chars_per_caption=chars_per_caption,\n )\n\n self.status = result\n return result\n else:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"subtitle_format":{"trace_as_metadata":true,"options":["srt","vtt"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"subtitle_format","value":"srt","display_name":"Subtitle Format","advanced":false,"dynamic":false,"info":"The format of the captions (SRT or VTT)","title_case":false,"type":"str","_input_type":"DropdownInput"}},"description":"Export your transcript in SRT or VTT format for subtitles and closed captions","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Get Subtitles","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"subtitles","display_name":"Subtitles","method":"get_subtitles","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","transcription_result","subtitle_format","chars_per_caption"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAIGetSubtitles-3sjU6","description":"Export your transcript in SRT or VTT format for subtitles and closed captions","display_name":"AssemblyAI Get Subtitles"},"selected":false,"width":384,"height":454,"positionAbsolute":{"x":-867.5862690424032,"y":368.91683022842676},"dragging":false},{"id":"AssemblyAIListTranscripts-3prc4","type":"genericNode","position":{"x":-380.99808133361984,"y":401.2674645310267},"data":{"type":"AssemblyAIListTranscripts","node":{"template":{"_type":"Component","api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\n\nfrom langflow.custom import Component\nfrom langflow.io import BoolInput, DropdownInput, IntInput, MessageTextInput, Output, SecretStrInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAIListTranscripts(Component):\n display_name = \"AssemblyAI List Transcripts\"\n description = \"Retrieve a list of transcripts from AssemblyAI with filtering options\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n IntInput(\n name=\"limit\",\n display_name=\"Limit\",\n info=\"Maximum number of transcripts to retrieve (default: 20, use 0 for all)\",\n value=20,\n ),\n DropdownInput(\n name=\"status_filter\",\n display_name=\"Status Filter\",\n options=[\"all\", \"queued\", \"processing\", \"completed\", \"error\"],\n value=\"all\",\n info=\"Filter by transcript status\",\n advanced=True,\n ),\n MessageTextInput(\n name=\"created_on\",\n display_name=\"Created On\",\n info=\"Only get transcripts created on this date (YYYY-MM-DD)\",\n advanced=True,\n ),\n BoolInput(\n name=\"throttled_only\",\n display_name=\"Throttled Only\",\n info=\"Only get throttled transcripts, overrides the status filter\",\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcript List\", name=\"transcript_list\", method=\"list_transcripts\"),\n ]\n\n def list_transcripts(self) -> list[Data]:\n aai.settings.api_key = self.api_key\n\n params = aai.ListTranscriptParameters()\n if self.limit:\n params.limit = self.limit\n if self.status_filter != \"all\":\n params.status = self.status_filter\n if self.created_on and self.created_on.text:\n params.created_on = self.created_on.text\n if self.throttled_only:\n params.throttled_only = True\n\n try:\n transcriber = aai.Transcriber()\n\n def convert_page_to_data_list(page):\n return [Data(**t.dict()) for t in page.transcripts]\n\n if self.limit == 0:\n # paginate over all pages\n params.limit = 100\n page = transcriber.list_transcripts(params)\n transcripts = convert_page_to_data_list(page)\n\n while page.page_details.before_id_of_prev_url is not None:\n params.before_id = page.page_details.before_id_of_prev_url\n page = transcriber.list_transcripts(params)\n transcripts.extend(convert_page_to_data_list(page))\n else:\n # just one page\n page = transcriber.list_transcripts(params)\n transcripts = convert_page_to_data_list(page)\n\n self.status = transcripts\n return transcripts\n except Exception as e:\n error_data = Data(data={\"error\": f\"An error occurred: {str(e)}\"})\n self.status = [error_data]\n return [error_data]\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"created_on":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"created_on","value":"","display_name":"Created On","advanced":true,"input_types":["Message"],"dynamic":false,"info":"Only get transcripts created on this date (YYYY-MM-DD)","title_case":false,"type":"str","_input_type":"MessageTextInput"},"limit":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"limit","value":20,"display_name":"Limit","advanced":false,"dynamic":false,"info":"Maximum number of transcripts to retrieve (default: 20, use 0 for all)","title_case":false,"type":"int","_input_type":"IntInput"},"status_filter":{"trace_as_metadata":true,"options":["all","queued","processing","completed","error"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"status_filter","value":"all","display_name":"Status Filter","advanced":true,"dynamic":false,"info":"Filter by transcript status","title_case":false,"type":"str","_input_type":"DropdownInput"},"throttled_only":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"throttled_only","value":false,"display_name":"Throttled Only","advanced":true,"dynamic":false,"info":"Only get throttled transcripts, overrides the status filter","title_case":false,"type":"bool","_input_type":"BoolInput"}},"description":"Retrieve a list of transcripts from AssemblyAI with filtering options","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI List Transcripts","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"transcript_list","display_name":"Transcript List","method":"list_transcripts","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","limit","status_filter","created_on","throttled_only"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAIListTranscripts-3prc4","description":"Retrieve a list of transcripts from AssemblyAI with filtering options","display_name":"AssemblyAI List Transcripts"},"selected":false,"width":384,"height":410,"positionAbsolute":{"x":-380.99808133361984,"y":401.2674645310267},"dragging":false},{"id":"AssemblyAILeMUR-jzwHZ","type":"genericNode","position":{"x":-875.6482330011189,"y":887.1705799007382},"data":{"type":"AssemblyAILeMUR","node":{"template":{"_type":"Component","transcription_result":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcription_result","value":"","display_name":"Transcription Result","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The transcription result from AssemblyAI","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\n\nfrom langflow.custom import Component\nfrom langflow.io import DataInput, DropdownInput, FloatInput, IntInput, MultilineInput, Output, SecretStrInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAILeMUR(Component):\n display_name = \"AssemblyAI LeMUR\"\n description = \"Apply Large Language Models to spoken data using the AssemblyAI LeMUR framework\"\n documentation = \"https://www.assemblyai.com/docs/lemur\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n advanced=False,\n ),\n DataInput(\n name=\"transcription_result\",\n display_name=\"Transcription Result\",\n info=\"The transcription result from AssemblyAI\",\n ),\n MultilineInput(\n name=\"prompt\",\n display_name=\"Input Prompt\",\n info=\"The text to prompt the model\",\n ),\n DropdownInput(\n name=\"final_model\",\n display_name=\"Final Model\",\n options=[\"claude3_5_sonnet\", \"claude3_opus\", \"claude3_haiku\", \"claude3_sonnet\"],\n value=\"claude3_5_sonnet\",\n info=\"The model that is used for the final prompt after compression is performed\",\n advanced=True,\n ),\n FloatInput(\n name=\"temperature\",\n display_name=\"Temperature\",\n advanced=True,\n value=0.0,\n info=\"The temperature to use for the model\",\n ),\n IntInput(\n name=\"max_output_size\",\n display_name=\" Max Output Size\",\n advanced=True,\n value=2000,\n info=\"Max output size in tokens, up to 4000\",\n ),\n DropdownInput(\n name=\"endpoint\",\n display_name=\"Endpoint\",\n options=[\"task\", \"summary\", \"question-answer\"],\n value=\"task\",\n info=\"The LeMUR endpoint to use. For 'summary' and 'question-answer', no prompt input is needed. See https://www.assemblyai.com/docs/api-reference/lemur/ for more info.\",\n advanced=True,\n ),\n MultilineInput(\n name=\"questions\",\n display_name=\"Questions\",\n info=\"Comma-separated list of your questions. Only used if Endpoint is 'question-answer'\",\n advanced=True,\n ),\n MultilineInput(\n name=\"transcript_ids\",\n display_name=\"Transcript IDs\",\n info=\"Comma-separated list of transcript IDs. LeMUR can perform actions over multiple transcripts. If provided, the Transcription Result is ignored.\",\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"LeMUR Response\", name=\"lemur_response\", method=\"run_lemur\"),\n ]\n\n def run_lemur(self) -> Data:\n \"\"\"Use the LeMUR task endpoint to input the LLM prompt.\"\"\"\n aai.settings.api_key = self.api_key\n\n if not self.transcription_result and not self.transcript_ids:\n error = \"Either a Transcription Result or Transcript IDs must be provided\"\n self.status = error\n return Data(data={\"error\": error})\n elif self.transcription_result and self.transcription_result.data.get(\"error\"):\n # error message from the previous step\n self.status = self.transcription_result.data[\"error\"]\n return self.transcription_result\n elif self.endpoint == \"task\" and not self.prompt:\n self.status = \"No prompt specified for the task endpoint\"\n return Data(data={\"error\": \"No prompt specified\"})\n elif self.endpoint == \"question-answer\" and not self.questions:\n error = \"No Questions were provided for the question-answer endpoint\"\n self.status = error\n return Data(data={\"error\": error})\n\n # Check for valid transcripts\n transcript_ids = None\n if self.transcription_result and \"id\" in self.transcription_result.data:\n transcript_ids = [self.transcription_result.data[\"id\"]]\n elif self.transcript_ids:\n transcript_ids = self.transcript_ids.split(\",\")\n transcript_ids = [t.strip() for t in transcript_ids]\n \n if not transcript_ids:\n error = \"Either a valid Transcription Result or valid Transcript IDs must be provided\"\n self.status = error\n return Data(data={\"error\": error})\n\n # Get TranscriptGroup and check if there is any error\n transcript_group = aai.TranscriptGroup(transcript_ids=transcript_ids)\n transcript_group, failures = transcript_group.wait_for_completion(return_failures=True)\n if failures:\n error = f\"Getting transcriptions failed: {failures[0]}\"\n self.status = error\n return Data(data={\"error\": error})\n \n for t in transcript_group.transcripts:\n if t.status == aai.TranscriptStatus.error:\n self.status = t.error\n return Data(data={\"error\": t.error})\n\n # Perform LeMUR action\n try:\n response = self.perform_lemur_action(transcript_group, self.endpoint)\n result = Data(data=response)\n self.status = result\n return result\n except Exception as e:\n error = f\"An Error happened: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n def perform_lemur_action(self, transcript_group: aai.TranscriptGroup, endpoint: str) -> dict:\n print(\"Endpoint:\", endpoint, type(endpoint))\n if endpoint == \"task\":\n result = transcript_group.lemur.task(\n prompt=self.prompt,\n final_model=self.get_final_model(self.final_model),\n temperature=self.temperature,\n max_output_size=self.max_output_size,\n )\n elif endpoint == \"summary\":\n result = transcript_group.lemur.summarize(\n final_model=self.get_final_model(self.final_model),\n temperature=self.temperature,\n max_output_size=self.max_output_size,\n )\n elif endpoint == \"question-answer\":\n questions = self.questions.split(\",\")\n questions = [aai.LemurQuestion(question=q) for q in questions]\n result = transcript_group.lemur.question(\n questions=questions,\n final_model=self.get_final_model(self.final_model),\n temperature=self.temperature,\n max_output_size=self.max_output_size,\n )\n else:\n raise ValueError(f\"Endpoint not supported: {endpoint}\")\n\n return result.dict()\n \n def get_final_model(self, model_name: str) -> aai.LemurModel:\n if model_name == \"claude3_5_sonnet\":\n return aai.LemurModel.claude3_5_sonnet\n elif model_name == \"claude3_opus\":\n return aai.LemurModel.claude3_opus\n elif model_name == \"claude3_haiku\":\n return aai.LemurModel.claude3_haiku\n elif model_name == \"claude3_sonnet\":\n return aai.LemurModel.claude3_sonnet\n else:\n raise ValueError(f\"Model name not supported: {model_name}\")\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"endpoint":{"trace_as_metadata":true,"options":["task","summary","question-answer"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"endpoint","value":"task","display_name":"Endpoint","advanced":true,"dynamic":false,"info":"The LeMUR endpoint to use. For 'summary' and 'question-answer', no prompt input is needed. See https://www.assemblyai.com/docs/api-reference/lemur/ for more info.","title_case":false,"type":"str","_input_type":"DropdownInput"},"final_model":{"trace_as_metadata":true,"options":["claude3_5_sonnet","claude3_opus","claude3_haiku","claude3_sonnet"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"final_model","value":"claude3_5_sonnet","display_name":"Final Model","advanced":true,"dynamic":false,"info":"The model that is used for the final prompt after compression is performed","title_case":false,"type":"str","_input_type":"DropdownInput"},"max_output_size":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"max_output_size","value":2000,"display_name":" Max Output Size","advanced":true,"dynamic":false,"info":"Max output size in tokens, up to 4000","title_case":false,"type":"int","_input_type":"IntInput"},"prompt":{"trace_as_input":true,"multiline":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"prompt","value":"","display_name":"Input Prompt","advanced":false,"input_types":["Message"],"dynamic":false,"info":"The text to prompt the model","title_case":false,"type":"str","_input_type":"MultilineInput"},"questions":{"trace_as_input":true,"multiline":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"questions","value":"","display_name":"Questions","advanced":true,"input_types":["Message"],"dynamic":false,"info":"Comma-separated list of your questions. Only used if Endpoint is 'question-answer'","title_case":false,"type":"str","_input_type":"MultilineInput"},"temperature":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"temperature","value":0,"display_name":"Temperature","advanced":true,"dynamic":false,"info":"The temperature to use for the model","title_case":false,"type":"float","_input_type":"FloatInput"},"transcript_ids":{"trace_as_input":true,"multiline":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"transcript_ids","value":"","display_name":"Transcript IDs","advanced":true,"input_types":["Message"],"dynamic":false,"info":"Comma-separated list of transcript IDs. LeMUR can perform actions over multiple transcripts. If provided, the Transcription Result is ignored.","title_case":false,"type":"str","_input_type":"MultilineInput"}},"description":"Apply Large Language Models to spoken data using the AssemblyAI LeMUR framework","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI LeMUR","documentation":"https://www.assemblyai.com/docs/lemur","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"lemur_response","display_name":"LeMUR Response","method":"run_lemur","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","transcription_result","prompt","final_model","temperature","max_output_size","endpoint","questions","transcript_ids"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAILeMUR-jzwHZ","description":"Apply Large Language Models to spoken data using the AssemblyAI LeMUR framework","display_name":"AssemblyAI LeMUR"},"selected":false,"width":384,"height":454,"positionAbsolute":{"x":-875.6482330011189,"y":887.1705799007382},"dragging":false},{"id":"ParseData-th7JM","type":"genericNode","position":{"x":-862.5843195492909,"y":-56.71774780191424},"data":{"type":"ParseData","node":{"template":{"_type":"Component","data":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"data","value":"","display_name":"Data","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The data to convert to text.","title_case":false,"type":"other","_input_type":"DataInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"from langflow.custom import Component\nfrom langflow.helpers.data import data_to_text\nfrom langflow.io import DataInput, MultilineInput, Output, StrInput\nfrom langflow.schema.message import Message\n\n\nclass ParseDataComponent(Component):\n display_name = \"Parse Data\"\n description = \"Convert Data into plain text following a specified template.\"\n icon = \"braces\"\n name = \"ParseData\"\n\n inputs = [\n DataInput(name=\"data\", display_name=\"Data\", info=\"The data to convert to text.\"),\n MultilineInput(\n name=\"template\",\n display_name=\"Template\",\n info=\"The template to use for formatting the data. It can contain the keys {text}, {data} or any other key in the Data.\",\n value=\"{text}\",\n ),\n StrInput(name=\"sep\", display_name=\"Separator\", advanced=True, value=\"\\n\"),\n ]\n\n outputs = [\n Output(display_name=\"Text\", name=\"text\", method=\"parse_data\"),\n ]\n\n def parse_data(self) -> Message:\n data = self.data if isinstance(self.data, list) else [self.data]\n template = self.template\n\n result_string = data_to_text(template, data, sep=self.sep)\n self.status = result_string\n return Message(text=result_string)\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"sep":{"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"sep","value":"\n","display_name":"Separator","advanced":true,"dynamic":false,"info":"","title_case":false,"type":"str","_input_type":"StrInput"},"template":{"trace_as_input":true,"multiline":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"template","value":"{text}","display_name":"Template","advanced":false,"input_types":["Message"],"dynamic":false,"info":"The template to use for formatting the data. It can contain the keys {text}, {data} or any other key in the Data.","title_case":false,"type":"str","_input_type":"MultilineInput"}},"description":"Convert Data into plain text following a specified template.","icon":"braces","base_classes":["Message"],"display_name":"Parse 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You can get one from https://www.assemblyai.com/\",\n ),\n FileInput(\n name=\"audio_file\",\n display_name=\"Audio File\",\n file_types=[\n \"3ga\",\n \"8svx\",\n \"aac\",\n \"ac3\",\n \"aif\",\n \"aiff\",\n \"alac\",\n \"amr\",\n \"ape\",\n \"au\",\n \"dss\",\n \"flac\",\n \"flv\",\n \"m4a\",\n \"m4b\",\n \"m4p\",\n \"m4r\",\n \"mp3\",\n \"mpga\",\n \"ogg\",\n \"oga\",\n \"mogg\",\n \"opus\",\n \"qcp\",\n \"tta\",\n \"voc\",\n \"wav\",\n \"wma\",\n \"wv\",\n \"webm\",\n \"mts\",\n \"m2ts\",\n \"ts\",\n \"mov\",\n \"mp2\",\n \"mp4\",\n \"m4p\",\n \"m4v\",\n \"mxf\",\n ],\n info=\"The audio file to transcribe\",\n ),\n MessageTextInput(\n name=\"audio_file_url\",\n display_name=\"Audio File URL\",\n info=\"The URL of the audio file to transcribe (Can be used instead of a File)\",\n advanced=True,\n ),\n DropdownInput(\n name=\"speech_model\",\n display_name=\"Speech Model\",\n options=[\n \"best\",\n \"nano\",\n ],\n value=\"best\",\n info=\"The speech model to use for the transcription\",\n ),\n BoolInput(\n name=\"language_detection\",\n display_name=\"Automatic Language Detection\",\n info=\"Enable automatic language detection\",\n ),\n MessageTextInput(\n name=\"language_code\",\n display_name=\"Language\",\n info=\"\"\"\n The language of the audio file. Can be set manually if automatic language detection is disabled. \n See https://www.assemblyai.com/docs/getting-started/supported-languages for a list of supported language codes.\n \"\"\",\n ),\n BoolInput(\n name=\"speaker_labels\",\n display_name=\"Enable Speaker Labels\",\n info=\"Enable speaker diarization\",\n ),\n MessageTextInput(\n name=\"speakers_expected\",\n display_name=\"Expected Number of Speakers\",\n info=\"Set the expected number of speakers (optional, enter a number)\",\n advanced=True,\n ),\n BoolInput(\n name=\"punctuate\",\n display_name=\"Punctuate\",\n info=\"Enable automatic punctuation\",\n advanced=True,\n value=True,\n ),\n BoolInput(\n name=\"format_text\",\n display_name=\"Format Text\",\n info=\"Enable text formatting\",\n advanced=True,\n value=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcript ID\", name=\"transcript_id\", method=\"create_transcription_job\"),\n ]\n\n def create_transcription_job(self) -> Data:\n aai.settings.api_key = self.api_key\n\n # Convert speakers_expected to int if it's not empty\n speakers_expected = None\n if self.speakers_expected and self.speakers_expected.strip():\n try:\n speakers_expected = int(self.speakers_expected)\n except ValueError:\n self.status = \"Error: Expected Number of Speakers must be a valid integer\"\n return Data(data={\"error\": \"Error: Expected Number of Speakers must be a valid integer\"})\n\n language_code = self.language_code if self.language_code else None\n\n config = aai.TranscriptionConfig(\n speech_model=self.speech_model,\n language_detection=self.language_detection,\n language_code=language_code,\n speaker_labels=self.speaker_labels,\n speakers_expected=speakers_expected,\n punctuate=self.punctuate,\n format_text=self.format_text,\n )\n\n audio = None\n if self.audio_file:\n if self.audio_file_url:\n logger.warning(\"Both an audio file an audio URL were specified. The audio URL was ignored.\")\n\n # Check if the file exists\n if not os.path.exists(self.audio_file):\n self.status = \"Error: Audio file not found\"\n return Data(data={\"error\": \"Error: Audio file not found\"})\n audio = self.audio_file\n elif self.audio_file_url:\n audio = self.audio_file_url\n else:\n self.status = \"Error: Either an audio file or an audio URL must be specified\"\n return Data(data={\"error\": \"Error: Either an audio file or an audio URL must be specified\"})\n\n try:\n transcript = aai.Transcriber().submit(audio, config=config)\n\n if transcript.error:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n else:\n result = Data(data={\"transcript_id\": transcript.id})\n self.status = result\n return result\n except Exception as e:\n self.status = f\"An error occurred: {str(e)}\"\n return Data(data={\"error\": f\"An error occurred: {str(e)}\"})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"format_text":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"format_text","value":true,"display_name":"Format Text","advanced":true,"dynamic":false,"info":"Enable text formatting","title_case":false,"type":"bool","_input_type":"BoolInput"},"language_code":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"language_code","value":"","display_name":"Language","advanced":false,"input_types":["Message"],"dynamic":false,"info":"\n The language of the audio file. Can be set manually if automatic language detection is disabled. \n See https://www.assemblyai.com/docs/getting-started/supported-languages for a list of supported language codes.\n ","title_case":false,"type":"str","_input_type":"MessageTextInput"},"language_detection":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"language_detection","value":false,"display_name":"Automatic Language Detection","advanced":false,"dynamic":false,"info":"Enable automatic language detection","title_case":false,"type":"bool","_input_type":"BoolInput"},"punctuate":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"punctuate","value":true,"display_name":"Punctuate","advanced":true,"dynamic":false,"info":"Enable automatic punctuation","title_case":false,"type":"bool","_input_type":"BoolInput"},"speaker_labels":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"speaker_labels","value":true,"display_name":"Enable Speaker Labels","advanced":false,"dynamic":false,"info":"Enable speaker diarization","title_case":false,"type":"bool","_input_type":"BoolInput","load_from_db":false},"speakers_expected":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"speakers_expected","value":"","display_name":"Expected Number of Speakers","advanced":true,"input_types":["Message"],"dynamic":false,"info":"Set the expected number of speakers (optional, enter a number)","title_case":false,"type":"str","_input_type":"MessageTextInput"},"speech_model":{"trace_as_metadata":true,"options":["best","nano"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"speech_model","value":"best","display_name":"Speech Model","advanced":false,"dynamic":false,"info":"The speech model to use for the transcription","title_case":false,"type":"str","_input_type":"DropdownInput"}},"description":"Create a transcription job for an audio file using AssemblyAI with advanced options","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Start Transcript","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"transcript_id","display_name":"Transcript ID","method":"create_transcription_job","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","audio_file","audio_file_url","speech_model","language_detection","language_code","speaker_labels","speakers_expected","punctuate","format_text"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAITranscriptionJobCreator-os7m9","description":"Create a transcription job for an audio file using AssemblyAI with advanced options","display_name":"AssemblyAI Start Transcript"},"selected":true,"width":384,"height":727,"positionAbsolute":{"x":-1957.7132501771657,"y":470.79685053457587},"dragging":false},{"id":"AssemblyAITranscriptionJobPoller-h1oNr","type":"genericNode","position":{"x":-1418.1773423834097,"y":468.77643572273803},"data":{"type":"AssemblyAITranscriptionJobPoller","node":{"template":{"_type":"Component","transcript_id":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcript_id","value":"","display_name":"Transcript ID","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The ID of the transcription job to poll","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\nfrom langflow.custom import Component\nfrom langflow.io import FloatInput, SecretStrInput, DataInput, Output\nfrom langflow.schema import Data\n\n\nclass AssemblyAITranscriptionJobPoller(Component):\n display_name = \"AssemblyAI Poll Transcript\"\n description = \"Poll for the status of a transcription job using AssemblyAI\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n DataInput(\n name=\"transcript_id\",\n display_name=\"Transcript ID\",\n info=\"The ID of the transcription job to poll\",\n ),\n FloatInput(\n name=\"polling_interval\",\n display_name=\"Polling Interval\",\n value=3.0,\n info=\"The polling interval in seconds\",\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcription Result\", name=\"transcription_result\", method=\"poll_transcription_job\"),\n ]\n\n def poll_transcription_job(self) -> Data:\n \"\"\"Polls the transcription status until completion and returns the Data.\"\"\"\n aai.settings.api_key = self.api_key\n aai.settings.polling_interval = self.polling_interval\n\n # check if it's an error message from the previous step\n if self.transcript_id.data.get(\"error\"):\n self.status = self.transcript_id.data[\"error\"]\n return self.transcript_id\n\n try:\n transcript = aai.Transcript.get_by_id(self.transcript_id.data[\"transcript_id\"])\n except Exception as e:\n error = f\"Getting transcription failed: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n if transcript.status == aai.TranscriptStatus.completed:\n data = Data(data=transcript.json_response)\n self.status = data\n return data\n else:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"polling_interval":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"polling_interval","value":3,"display_name":"Polling Interval","advanced":false,"dynamic":false,"info":"The polling interval in seconds","title_case":false,"type":"float","_input_type":"FloatInput"}},"description":"Poll for the status of a transcription job using AssemblyAI","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Poll Transcript","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"transcription_result","display_name":"Transcription Result","method":"poll_transcription_job","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","transcript_id","polling_interval"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAITranscriptionJobPoller-h1oNr","description":"Poll for the status of a transcription job using AssemblyAI","display_name":"AssemblyAI Poll Transcript"},"selected":false,"width":384,"height":455,"positionAbsolute":{"x":-1418.1773423834097,"y":468.77643572273803},"dragging":false},{"id":"AssemblyAITranscriptionParser-fObVy","type":"genericNode","position":{"x":-828.5466542294,"y":80.36599595290471},"data":{"type":"AssemblyAITranscriptionParser","node":{"template":{"_type":"Component","transcription_result":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcription_result","value":"","display_name":"Transcription Result","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The transcription result from AssemblyAI","title_case":false,"type":"other","_input_type":"DataInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"from langflow.custom import Component\nfrom langflow.io import DataInput, Output\nfrom langflow.schema import Data\nfrom typing import Dict, List\nimport datetime\n\n\nclass AssemblyAITranscriptionParser(Component):\n display_name = \"AssemblyAI Parse Transcript\"\n description = \"Parse AssemblyAI transcription result. If Speaker Labels was enabled, format utterances with speakers and timestamps\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n DataInput(\n name=\"transcription_result\",\n display_name=\"Transcription Result\",\n info=\"The transcription result from AssemblyAI\",\n ),\n ]\n\n outputs = [\n Output(display_name=\"Parsed Transcription\", name=\"parsed_transcription\", method=\"parse_transcription\"),\n ]\n\n def parse_transcription(self) -> Data:\n # check if it's an error message from the previous step\n if self.transcription_result.data.get(\"error\"):\n self.status = self.transcription_result.data[\"error\"]\n return self.transcription_result\n\n try:\n transcription_data = self.transcription_result.data\n\n if transcription_data.get(\"utterances\"):\n # If speaker diarization was enabled\n parsed_result = self.parse_with_speakers(transcription_data[\"utterances\"])\n elif transcription_data.get(\"text\"):\n # If speaker diarization was not enabled\n parsed_result = transcription_data[\"text\"]\n else:\n raise ValueError(\"Unexpected transcription format\")\n\n self.status = parsed_result\n return Data(data={\"text\": parsed_result})\n except Exception as e:\n error_message = f\"Error parsing transcription: {str(e)}\"\n self.status = error_message\n return Data(data={\"error\": error_message})\n\n def parse_with_speakers(self, utterances: List[Dict]) -> str:\n parsed_result = []\n for utterance in utterances:\n speaker = utterance[\"speaker\"]\n start_time = self.format_timestamp(utterance[\"start\"])\n text = utterance[\"text\"]\n parsed_result.append(f'Speaker {speaker} {start_time}\\n\"{text}\"\\n')\n\n return \"\\n\".join(parsed_result)\n\n def format_timestamp(self, milliseconds: int) -> str:\n return str(datetime.timedelta(milliseconds=milliseconds)).split(\".\")[0]\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false}},"description":"Parse AssemblyAI transcription result. If Speaker Labels was enabled, format utterances with speakers and timestamps","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Parse Transcript","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"parsed_transcription","display_name":"Parsed Transcription","method":"parse_transcription","value":"__UNDEFINED__","cache":true}],"field_order":["transcription_result"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAITranscriptionParser-fObVy","description":"Parse AssemblyAI transcription result. If Speaker Labels was enabled, format utterances with speakers and timestamps","display_name":"AssemblyAI Parse Transcript"},"selected":false,"width":384,"height":311,"positionAbsolute":{"x":-828.5466542294,"y":80.36599595290471},"dragging":false},{"id":"AssemblyAIGetSubtitles-jdwaz","type":"genericNode","position":{"x":-829.718388034151,"y":455.059121470362},"data":{"type":"AssemblyAIGetSubtitles","node":{"template":{"_type":"Component","transcription_result":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcription_result","value":"","display_name":"Transcription Result","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The transcription result from AssemblyAI","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"chars_per_caption":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"chars_per_caption","value":0,"display_name":"Characters per Caption","advanced":true,"dynamic":false,"info":"The maximum number of characters per caption (0 for no limit)","title_case":false,"type":"int","_input_type":"IntInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\nfrom langflow.custom import Component\nfrom langflow.io import SecretStrInput, DataInput, DropdownInput, IntInput, Output\nfrom langflow.schema import Data\n\n\nclass AssemblyAIGetSubtitles(Component):\n display_name = \"AssemblyAI Get Subtitles\"\n description = \"Export your transcript in SRT or VTT format for subtitles and closed captions\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n DataInput(\n name=\"transcription_result\",\n display_name=\"Transcription Result\",\n info=\"The transcription result from AssemblyAI\",\n ),\n DropdownInput(\n name=\"subtitle_format\",\n display_name=\"Subtitle Format\",\n options=[\"srt\", \"vtt\"],\n value=\"srt\",\n info=\"The format of the captions (SRT or VTT)\",\n ),\n IntInput(\n name=\"chars_per_caption\",\n display_name=\"Characters per Caption\",\n info=\"The maximum number of characters per caption (0 for no limit)\",\n value=0,\n advanced=True,\n ),\n ]\n\n outputs = [\n Output(display_name=\"Subtitles\", name=\"subtitles\", method=\"get_subtitles\"),\n ]\n\n def get_subtitles(self) -> Data:\n aai.settings.api_key = self.api_key\n\n # check if it's an error message from the previous step\n if self.transcription_result.data.get(\"error\"):\n self.status = self.transcription_result.data[\"error\"]\n return self.transcription_result\n\n try:\n transcript_id = self.transcription_result.data[\"id\"]\n transcript = aai.Transcript.get_by_id(transcript_id)\n except Exception as e:\n error = f\"Getting transcription failed: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n if transcript.status == aai.TranscriptStatus.completed:\n subtitles = None\n chars_per_caption = self.chars_per_caption if self.chars_per_caption > 0 else None\n if self.subtitle_format == \"srt\":\n subtitles = transcript.export_subtitles_srt(chars_per_caption)\n else:\n subtitles = transcript.export_subtitles_vtt(chars_per_caption)\n\n result = Data(\n subtitles=subtitles,\n format=self.subtitle_format,\n transcript_id=transcript_id,\n chars_per_caption=chars_per_caption,\n )\n\n self.status = result\n return result\n else:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"subtitle_format":{"trace_as_metadata":true,"options":["srt","vtt"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"subtitle_format","value":"srt","display_name":"Subtitle Format","advanced":false,"dynamic":false,"info":"The format of the captions (SRT or VTT)","title_case":false,"type":"str","_input_type":"DropdownInput"}},"description":"Export your transcript in SRT or VTT format for subtitles and closed captions","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI Get Subtitles","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"subtitles","display_name":"Subtitles","method":"get_subtitles","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","transcription_result","subtitle_format","chars_per_caption"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAIGetSubtitles-jdwaz","description":"Export your transcript in SRT or VTT format for subtitles and closed captions","display_name":"AssemblyAI Get Subtitles"},"selected":false,"width":384,"height":455,"positionAbsolute":{"x":-829.718388034151,"y":455.059121470362},"dragging":false},{"id":"AssemblyAIListTranscripts-2atfG","type":"genericNode","position":{"x":-310.6154563333001,"y":441.8728251081342},"data":{"type":"AssemblyAIListTranscripts","node":{"template":{"_type":"Component","api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\nfrom typing import List\nfrom langflow.custom import Component\nfrom langflow.io import SecretStrInput, IntInput, DropdownInput, Output, BoolInput, MessageTextInput\nfrom langflow.schema import Data\n\n\nclass AssemblyAIListTranscripts(Component):\n display_name = \"AssemblyAI List Transcripts\"\n description = \"Retrieve a list of transcripts from AssemblyAI with filtering options\"\n documentation = \"https://www.assemblyai.com/docs\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n ),\n IntInput(\n name=\"limit\",\n display_name=\"Limit\",\n info=\"Maximum number of transcripts to retrieve (default: 20, use 0 for all)\",\n value=20,\n ),\n DropdownInput(\n name=\"status_filter\",\n display_name=\"Status Filter\",\n options=[\"all\", \"queued\", \"processing\", \"completed\", \"error\"],\n value=\"all\",\n info=\"Filter by transcript status\",\n ),\n MessageTextInput(\n name=\"created_on\",\n display_name=\"Created On\",\n info=\"Only get transcripts created on this date (YYYY-MM-DD)\",\n ),\n BoolInput(\n name=\"throttled_only\",\n display_name=\"Throttled Only\",\n info=\"Only get throttled transcripts, overrides the status filter\",\n ),\n ]\n\n outputs = [\n Output(display_name=\"Transcript List\", name=\"transcript_list\", method=\"list_transcripts\"),\n ]\n\n def list_transcripts(self) -> List[Data]:\n aai.settings.api_key = self.api_key\n\n params = aai.ListTranscriptParameters()\n if self.limit:\n params.limit = self.limit\n if self.status_filter != \"all\":\n params.status = self.status_filter\n if self.created_on and self.created_on.text:\n params.created_on = self.created_on.text\n if self.throttled_only:\n params.throttled_only = True\n\n try:\n transcriber = aai.Transcriber()\n\n def convert_page_to_data_list(page):\n return [Data(**t.dict()) for t in page.transcripts]\n\n if self.limit == 0:\n # paginate over all pages\n params.limit = 100\n page = transcriber.list_transcripts(params)\n transcripts = convert_page_to_data_list(page)\n\n while page.page_details.before_id_of_prev_url is not None:\n params.before_id = page.page_details.before_id_of_prev_url\n page = transcriber.list_transcripts(params)\n transcripts.extend(convert_page_to_data_list(page))\n else:\n # just one page\n page = transcriber.list_transcripts(params)\n transcripts = convert_page_to_data_list(page)\n\n self.status = transcripts\n return transcripts\n except Exception as e:\n error_data = Data(data={\"error\": f\"An error occurred: {str(e)}\"})\n self.status = [error_data]\n return [error_data]\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"created_on":{"trace_as_input":true,"trace_as_metadata":true,"load_from_db":false,"list":false,"required":false,"placeholder":"","show":true,"name":"created_on","value":"","display_name":"Created On","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Only get transcripts created on this date (YYYY-MM-DD)","title_case":false,"type":"str","_input_type":"MessageTextInput"},"limit":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"limit","value":10,"display_name":"Limit","advanced":false,"dynamic":false,"info":"Maximum number of transcripts to retrieve (default: 20, use 0 for all)","title_case":false,"type":"int","_input_type":"IntInput","load_from_db":false},"status_filter":{"trace_as_metadata":true,"options":["all","queued","processing","completed","error"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"status_filter","value":"all","display_name":"Status Filter","advanced":false,"dynamic":false,"info":"Filter by transcript status","title_case":false,"type":"str","_input_type":"DropdownInput"},"throttled_only":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"throttled_only","value":false,"display_name":"Throttled Only","advanced":false,"dynamic":false,"info":"Only get throttled transcripts, overrides the status filter","title_case":false,"type":"bool","_input_type":"BoolInput"}},"description":"Retrieve a list of transcripts from AssemblyAI with filtering options","icon":"AssemblyAI","base_classes":["Data"],"display_name":"AssemblyAI List Transcripts","documentation":"https://www.assemblyai.com/docs","custom_fields":{},"output_types":[],"pinned":false,"conditional_paths":[],"frozen":false,"outputs":[{"types":["Data"],"selected":"Data","name":"transcript_list","display_name":"Transcript List","method":"list_transcripts","value":"__UNDEFINED__","cache":true}],"field_order":["api_key","limit","status_filter","created_on","throttled_only"],"beta":false,"edited":false,"lf_version":"1.0.18"},"id":"AssemblyAIListTranscripts-2atfG","description":"Retrieve a list of transcripts from AssemblyAI with filtering options","display_name":"AssemblyAI List Transcripts"},"selected":false,"width":384,"height":655,"positionAbsolute":{"x":-310.6154563333001,"y":441.8728251081342},"dragging":false},{"id":"AssemblyAILeMUR-cZbQ8","type":"genericNode","position":{"x":-829.7615964557997,"y":997.4743969634249},"data":{"type":"AssemblyAILeMUR","node":{"template":{"_type":"Component","transcription_result":{"trace_as_metadata":true,"list":false,"trace_as_input":true,"required":false,"placeholder":"","show":true,"name":"transcription_result","value":"","display_name":"Transcription Result","advanced":false,"input_types":["Data"],"dynamic":false,"info":"The transcription result from AssemblyAI","title_case":false,"type":"other","_input_type":"DataInput"},"api_key":{"load_from_db":false,"required":false,"placeholder":"","show":true,"name":"api_key","value":null,"display_name":"Assembly API Key","advanced":false,"input_types":["Message"],"dynamic":false,"info":"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/","title_case":false,"password":true,"type":"str","_input_type":"SecretStrInput"},"code":{"type":"code","required":true,"placeholder":"","list":false,"show":true,"multiline":true,"value":"import assemblyai as aai\nfrom langflow.custom import Component\nfrom langflow.io import DropdownInput, FloatInput, IntInput, MessageInput, SecretStrInput, DataInput, Output\nfrom langflow.schema import Data\n\n\nclass AssemblyAILeMUR(Component):\n display_name = \"AssemblyAI LeMUR\"\n description = \"Apply Large Language Models to spoken data using the AssemblyAI LeMUR framework\"\n documentation = \"https://www.assemblyai.com/docs/lemur\"\n icon = \"AssemblyAI\"\n\n inputs = [\n SecretStrInput(\n name=\"api_key\",\n display_name=\"Assembly API Key\",\n info=\"Your AssemblyAI API key. You can get one from https://www.assemblyai.com/\",\n advanced=False,\n ),\n DataInput(\n name=\"transcription_result\",\n display_name=\"Transcription Result\",\n info=\"The transcription result from AssemblyAI\",\n ),\n MessageInput(\n name=\"prompt\",\n display_name=\"Input Prompt\",\n info=\"The text to prompt the model\",\n ),\n DropdownInput(\n name=\"final_model\",\n display_name=\"Final Model\",\n options=[\"claude3_5_sonnet\", \"claude3_opus\", \"claude3_haiku\", \"claude3_sonnet\"],\n value=\"claude3_5_sonnet\",\n info=\"The model that is used for the final prompt after compression is performed\",\n ),\n FloatInput(\n name=\"temperature\",\n display_name=\"Temperature\",\n advanced=True,\n value=0.0,\n info=\"The temperature to use for the model\",\n ),\n IntInput(\n name=\"max_output_size\",\n display_name=\" Max Output Size\",\n advanced=True,\n value=2000,\n info=\"Max output size in tokens, up to 4000\",\n ),\n ]\n\n outputs = [\n Output(display_name=\"LeMUR Response\", name=\"lemur_response\", method=\"run_lemur\"),\n ]\n\n def run_lemur(self) -> Data:\n \"\"\"Use the LeMUR task endpoint to input the LLM prompt.\"\"\"\n aai.settings.api_key = self.api_key\n\n # check if it's an error message from the previous step\n if self.transcription_result.data.get(\"error\"):\n self.status = self.transcription_result.data[\"error\"]\n return self.transcription_result\n\n if not self.prompt or not self.prompt.text:\n self.status = \"No prompt specified\"\n return Data(data={\"error\": \"No prompt specified\"})\n\n try:\n transcript = aai.Transcript.get_by_id(self.transcription_result.data[\"id\"])\n except Exception as e:\n error = f\"Getting transcription failed: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n\n if transcript.status == aai.TranscriptStatus.completed:\n try:\n result = transcript.lemur.task(\n prompt=self.prompt.text,\n final_model=self.get_final_model(self.final_model),\n temperature=self.temperature,\n max_output_size=self.max_output_size,\n )\n\n result = Data(data=result.dict())\n self.status = result\n return result\n except Exception as e:\n error = f\"An Exception happened while calling LeMUR: {str(e)}\"\n self.status = error\n return Data(data={\"error\": error})\n else:\n self.status = transcript.error\n return Data(data={\"error\": transcript.error})\n\n def get_final_model(self, model_name: str) -> aai.LemurModel:\n if model_name == \"claude3_5_sonnet\":\n return aai.LemurModel.claude3_5_sonnet\n elif model_name == \"claude3_opus\":\n return aai.LemurModel.claude3_opus\n elif model_name == \"claude3_haiku\":\n return aai.LemurModel.claude3_haiku\n elif model_name == \"claude3_sonnet\":\n return aai.LemurModel.claude3_sonnet\n else:\n raise ValueError(f\"Model name not supported: {model_name}\")\n","fileTypes":[],"file_path":"","password":false,"name":"code","advanced":true,"dynamic":true,"info":"","load_from_db":false,"title_case":false},"final_model":{"trace_as_metadata":true,"options":["claude3_5_sonnet","claude3_opus","claude3_haiku","claude3_sonnet"],"combobox":false,"required":false,"placeholder":"","show":true,"name":"final_model","value":"claude3_5_sonnet","display_name":"Final Model","advanced":false,"dynamic":false,"info":"The model that is used for the final prompt after compression is performed","title_case":false,"type":"str","_input_type":"DropdownInput"},"max_output_size":{"trace_as_metadata":true,"list":false,"required":false,"placeholder":"","show":true,"name":"max_output_size","value":2000,"display_name":" Max Output Size","advanced":true,"dynamic":false,"info":"Max output size in tokens, up to 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",(0,t.jsx)(n.strong,{children:"Tip"}),": Freeze the path of the ",(0,t.jsx)(n.em,{children:"Start Transcript"})," component to only submit the file once."]}),"\n",(0,t.jsx)(n.li,{children:"Input the AssemblyAI API key in in all components that require the key (Start Transcript, Poll Transcript, Get Subtitles, LeMUR, List Transcripts)."}),"\n",(0,t.jsxs)(n.li,{children:["Select an audio or video file in the ",(0,t.jsx)(n.em,{children:"Start Transcript"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["Run the flow by clicking ",(0,t.jsx)(n.strong,{children:"Play"})," on the ",(0,t.jsx)(n.em,{children:"Parse Transcript"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["To generate subtitles, click ",(0,t.jsx)(n.strong,{children:"Play"})," on the ",(0,t.jsx)(n.em,{children:"Get Subtitles"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["To apply an LLM to your audio file, click ",(0,t.jsx)(n.strong,{children:"Play"})," on the ",(0,t.jsx)(n.em,{children:"LeMUR"})," component. Note that you need an upgraded AssemblyAI account to use LeMUR."]}),"\n",(0,t.jsxs)(n.li,{children:["To list all transcripts, click ",(0,t.jsx)(n.strong,{children:"Play"})," on the ",(0,t.jsx)(n.em,{children:"List Transcript"})," component."]}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"customization",children:"Customization"}),"\n",(0,t.jsx)(n.p,{children:"The flow can be customized by:"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsxs)(n.li,{children:["Modifying the parameters in the ",(0,t.jsx)(n.em,{children:"Start Transcript"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["Modifying the subtitle format in the ",(0,t.jsx)(n.em,{children:"Get Subtitles"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["Modifying the LLM prompt for input of the ",(0,t.jsx)(n.em,{children:"LeMUR"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["Modifying the LLM parameters (e.g., temperature) in the ",(0,t.jsx)(n.em,{children:"LeMUR"})," component."]}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"troubleshooting",children:"Troubleshooting"}),"\n",(0,t.jsx)(n.p,{children:"If you encounter issues:"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsx)(n.li,{children:"Ensure the API key is correctly set in all components that require the key."}),"\n",(0,t.jsx)(n.li,{children:"To use LeMUR, you need to upgrade your AssemblyAI account, since this is not included in the free account."}),"\n",(0,t.jsx)(n.li,{children:"Verify that all components are properly connected in the flow."}),"\n",(0,t.jsx)(n.li,{children:"Review the Langflow logs for any error messages."}),"\n"]}),"\n",(0,t.jsxs)(n.p,{children:["For more advanced usage, refer to the ",(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/docs/",children:"AssemblyAI API documentation"}),". If you need more help, you can reach out to the ",(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/contact/support",children:"AssemblyAI support"}),"."]})]})}function d(e={}){const{wrapper:n}={...(0,i.R)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(h,{...e})}):h(e)}},8618:(e,n,s)=>{s.d(n,{A:()=>t});const t=s.p+"assets/files/AssemblyAI_Flow-79fdd9e10f4e8e0f1c087fc6124d0eb5.json"},7835:(e,n,s)=>{s.d(n,{A:()=>t});const t=s.p+"assets/images/assemblyai-components-ab9684425dba3168de28dc1a1f770d1c.png"},8453:(e,n,s)=>{s.d(n,{R:()=>r,x:()=>o});var t=s(6540);const i={},l=t.createContext(i);function r(e){const n=t.useContext(l);return t.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function o(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(i):e.components||i:r(e.components),t.createElement(l.Provider,{value:n},e.children)}}}]); \ No newline at end of file diff --git a/assets/js/829ff4d2.af19e614.js b/assets/js/829ff4d2.af19e614.js new file mode 100644 index 0000000000..ebc8dc90fc --- /dev/null +++ b/assets/js/829ff4d2.af19e614.js @@ -0,0 +1 @@ +"use strict";(self.webpackChunklangflow_docs=self.webpackChunklangflow_docs||[]).push([[3964],{4745:(e,n,s)=>{s.r(n),s.d(n,{assets:()=>a,contentTitle:()=>r,default:()=>d,frontMatter:()=>l,metadata:()=>o,toc:()=>c});var t=s(4848),i=s(8453);const l={title:"AssemblyAI",sidebar_position:3,slug:"/integrations-assemblyai"},r="AssemblyAI",o={id:"Integrations/integrations-assemblyai",title:"AssemblyAI",description:"The AssemblyAI components allow you to apply powerful Speech AI models to your app for tasks like:",source:"@site/docs/Integrations/integrations-assemblyai.md",sourceDirName:"Integrations",slug:"/integrations-assemblyai",permalink:"/integrations-assemblyai",draft:!1,unlisted:!1,tags:[],version:"current",sidebarPosition:3,frontMatter:{title:"AssemblyAI",sidebar_position:3,slug:"/integrations-assemblyai"},sidebar:"defaultSidebar",previous:{title:"Notion Conversational Agent",permalink:"/integrations/notion/notion-agent-conversational"},next:{title:"Telemetry",permalink:"/contributing-telemetry"}},a={},c=[{value:"Prerequisites",id:"prerequisites",level:2},{value:"Components",id:"components",level:2},{value:"AssemblyAI Start Transcript",id:"assemblyai-start-transcript",level:3},{value:"AssebmlyAI Poll Transcript",id:"assebmlyai-poll-transcript",level:3},{value:"AssebmlyAI Get Subtitles",id:"assebmlyai-get-subtitles",level:3},{value:"AssebmlyAI LeMUR",id:"assebmlyai-lemur",level:3},{value:"AssemblyAI List Transcripts",id:"assemblyai-list-transcripts",level:3},{value:"Flow Process",id:"flow-process",level:2},{value:"Run the Transcription and Speech AI Flow",id:"run-the-transcription-and-speech-ai-flow",level:2},{value:"Customization",id:"customization",level:2},{value:"Troubleshooting",id:"troubleshooting",level:2}];function h(e){const n={a:"a",code:"code",em:"em",h1:"h1",h2:"h2",h3:"h3",img:"img",li:"li",ol:"ol",p:"p",strong:"strong",ul:"ul",...(0,i.R)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.h1,{id:"assemblyai",children:"AssemblyAI"}),"\n",(0,t.jsx)(n.p,{children:"The AssemblyAI components allow you to apply powerful Speech AI models to your app for tasks like:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Transcribing audio and video files"}),"\n",(0,t.jsx)(n.li,{children:"Formatting transcripts"}),"\n",(0,t.jsx)(n.li,{children:"Generating subtitles"}),"\n",(0,t.jsx)(n.li,{children:"Applying LLMs to audio files"}),"\n"]}),"\n",(0,t.jsx)(n.p,{children:"More info about AssemblyAI:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/",children:"Website"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/docs",children:"AssemblyAI API Docs"})}),"\n",(0,t.jsx)(n.li,{children:(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/dashboard/signup",children:"Get a Free API key"})}),"\n"]}),"\n",(0,t.jsx)(n.h2,{id:"prerequisites",children:"Prerequisites"}),"\n",(0,t.jsxs)(n.p,{children:["You need an ",(0,t.jsx)(n.strong,{children:"AssemblyAI API key"}),". After creating a free account, you'll find the API key in your dashboard. ",(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/dashboard/signup",children:"Get a Free API key here"}),"."]}),"\n",(0,t.jsxs)(n.p,{children:["Enter the key in the ",(0,t.jsx)(n.em,{children:"AssemblyAI API Key"})," field in all components that require the key."]}),"\n",(0,t.jsx)(n.p,{children:"(Optional): To use LeMUR, you need to upgrade your AssemblyAI account, since this is not included in the free account."}),"\n",(0,t.jsx)(n.h2,{id:"components",children:"Components"}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.img,{alt:"AssemblyAI Components",src:s(7835).A+"",width:"1494",height:"1048"})}),"\n",(0,t.jsx)(n.h3,{id:"assemblyai-start-transcript",children:"AssemblyAI Start Transcript"}),"\n",(0,t.jsx)(n.p,{children:"This component allows you to submit an audio or video file for transcription."}),"\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Tip"}),": You can freeze the path of this component to only submit the file once."]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Input"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"AssemblyAI API Key: Your API key."}),"\n",(0,t.jsx)(n.li,{children:"Audio File: The audio or video file to transcribe."}),"\n",(0,t.jsxs)(n.li,{children:["Speech Model (Optional): Select the class of models. Default is ",(0,t.jsx)(n.em,{children:"Best"}),". See ",(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/docs/speech-to-text/speech-recognition#select-the-speech-model-with-best-and-nano",children:"speech models"})," for more info."]}),"\n",(0,t.jsx)(n.li,{children:"Automatic Language Detection (Optional): Enable automatic language detection."}),"\n",(0,t.jsxs)(n.li,{children:["Language (Optional): The language of the audio file. Can be set manually if automatic language detection is disabled.\nSee ",(0,t.jsx)(n.a,{href:"https://www.assemblyai.com/docs/getting-started/supported-languages",children:"supported languages"})," for a list of supported language codes."]}),"\n",(0,t.jsx)(n.li,{children:"Enable Speaker Labels (Optional): Detect speakers in an audio file and what each speaker said."}),"\n",(0,t.jsx)(n.li,{children:"Expected Number of Speakers (Optional): Set the expected number of speakers, if Speaker Labels is enabled."}),"\n",(0,t.jsxs)(n.li,{children:["Audio File URL (Optional): The URL of the audio or video file to transcribe. Can be used instead of ",(0,t.jsx)(n.em,{children:"Audio File"}),"."]}),"\n",(0,t.jsx)(n.li,{children:"Punctuate (Optional): Apply punctuation. Default is true."}),"\n",(0,t.jsx)(n.li,{children:"Format Text (Optional): Apply casing and text formatting. Default is true."}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Output"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Transcript ID: The id of the transcript"}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"assebmlyai-poll-transcript",children:"AssebmlyAI Poll Transcript"}),"\n",(0,t.jsx)(n.p,{children:"This components allows you to poll the transcripts. It checks the status of the transcript every few seconds until the transcription is completed."}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Input"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"AssemblyAI API Key: Your API key."}),"\n",(0,t.jsx)(n.li,{children:"Polling Interval (Optional): The polling interval in seconds. Default is 3."}),"\n"]}),"\n"]}),"\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Output"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Transcription Result: The AssemblyAI JSON response of a completed transcript. 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You can use it for tasks like summarizing audio, extracting insights, or asking questions."}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["\n",(0,t.jsxs)(n.p,{children:[(0,t.jsx)(n.strong,{children:"Input"}),":"]}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"AssemblyAI API Key: Your API key."}),"\n",(0,t.jsxs)(n.li,{children:["Transcription Result: The output of the ",(0,t.jsx)(n.em,{children:"Poll Transcript"})," component."]}),"\n",(0,t.jsxs)(n.li,{children:["Input Prompt: The text to prompt the model. You can type your prompt in this field or connect it to a ",(0,t.jsx)(n.em,{children:"Prompt"})," component."]}),"\n",(0,t.jsx)(n.li,{children:"Final Model: The model that is used for the final prompt after compression is performed. Default is Claude 3.5 Sonnet."}),"\n",(0,t.jsx)(n.li,{children:"Temperature (Optional): The temperature to use for the model. 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-10,7 +10,7 @@ - + diff --git a/components-helpers.html b/components-helpers.html index 9a38e1381b..bbaae82500 100644 --- a/components-helpers.html +++ b/components-helpers.html @@ -10,7 +10,7 @@ - + diff --git a/components-io.html b/components-io.html index 0c58bf4490..f1d6077594 100644 --- a/components-io.html +++ b/components-io.html @@ -10,7 +10,7 @@ - + diff --git a/components-loaders.html b/components-loaders.html index 0e5cbe8dd6..e1ab54dea5 100644 --- a/components-loaders.html +++ b/components-loaders.html @@ -10,7 +10,7 @@ - + diff --git a/components-models.html b/components-models.html index 51896f3b0e..f96a33e105 100644 --- a/components-models.html +++ b/components-models.html @@ -10,7 +10,7 @@ - + diff --git a/components-prompts.html b/components-prompts.html index a6ec078784..029a2132f0 100644 --- a/components-prompts.html +++ b/components-prompts.html @@ -10,7 +10,7 @@ - + diff --git a/components-rag.html b/components-rag.html index 0ad2726f56..65903c9010 100644 --- a/components-rag.html +++ b/components-rag.html @@ -10,7 +10,7 @@ - + diff --git a/components-vector-stores.html b/components-vector-stores.html index 10ed24b215..90d69f32a5 100644 --- a/components-vector-stores.html +++ b/components-vector-stores.html @@ -10,7 +10,7 @@ - + diff --git a/components.html b/components.html index 979302852e..34d5477279 100644 --- a/components.html +++ b/components.html @@ -10,7 +10,7 @@ - + diff --git a/configuration-api-keys.html b/configuration-api-keys.html index 8c6952f29d..8e503fe7b7 100644 --- a/configuration-api-keys.html +++ b/configuration-api-keys.html @@ -10,7 +10,7 @@ - + diff --git a/configuration-authentication.html b/configuration-authentication.html index 6f6084b1a5..9ef2220d91 100644 --- a/configuration-authentication.html +++ b/configuration-authentication.html @@ -10,7 +10,7 @@ - + diff --git a/configuration-auto-save.html b/configuration-auto-save.html index adb17cb3e8..36b3a6e861 100644 --- a/configuration-auto-save.html +++ b/configuration-auto-save.html @@ -10,7 +10,7 @@ - + diff --git a/configuration-backend-only.html b/configuration-backend-only.html index d0d7d33493..add67de32c 100644 --- a/configuration-backend-only.html +++ b/configuration-backend-only.html @@ -10,7 +10,7 @@ - + diff --git a/configuration-cli.html b/configuration-cli.html index 4f85305938..2093488c04 100644 --- a/configuration-cli.html +++ b/configuration-cli.html @@ -10,7 +10,7 @@ - + diff --git a/contributing-community.html b/contributing-community.html index 5d6b824fe0..45b6a2d4b9 100644 --- a/contributing-community.html +++ b/contributing-community.html @@ -10,7 +10,7 @@ - + diff --git a/contributing-github-issues.html b/contributing-github-issues.html index dea398ea39..5c77c415d1 100644 --- a/contributing-github-issues.html +++ b/contributing-github-issues.html @@ -10,7 +10,7 @@ - + diff --git a/contributing-how-to-contribute.html b/contributing-how-to-contribute.html index 745d219527..cc84785909 100644 --- a/contributing-how-to-contribute.html +++ b/contributing-how-to-contribute.html @@ -10,7 +10,7 @@ - + diff --git a/contributing-telemetry.html b/contributing-telemetry.html index f2c3997b31..8ed6fe945a 100644 --- a/contributing-telemetry.html +++ b/contributing-telemetry.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-docker.html b/deployment-docker.html index 7102078867..a38fa622c7 100644 --- a/deployment-docker.html +++ b/deployment-docker.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-gcp.html b/deployment-gcp.html index 591a3f8314..7d886a479a 100644 --- a/deployment-gcp.html +++ b/deployment-gcp.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-hugging-face-spaces.html b/deployment-hugging-face-spaces.html index bffdffda4d..40cb10c78a 100644 --- a/deployment-hugging-face-spaces.html +++ b/deployment-hugging-face-spaces.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-kubernetes.html b/deployment-kubernetes.html index 6ff644a2e4..512e2bc303 100644 --- a/deployment-kubernetes.html +++ b/deployment-kubernetes.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-railway.html b/deployment-railway.html index e131bf0919..1d559a7704 100644 --- a/deployment-railway.html +++ b/deployment-railway.html @@ -10,7 +10,7 @@ - + diff --git a/deployment-render.html b/deployment-render.html index 04db3fe056..ac1de6acc1 100644 --- a/deployment-render.html +++ b/deployment-render.html @@ -10,7 +10,7 @@ - + diff --git a/getting-started-common-installation-issues.html b/getting-started-common-installation-issues.html index f45a8f9433..a04e76d96b 100644 --- a/getting-started-common-installation-issues.html +++ b/getting-started-common-installation-issues.html @@ -10,7 +10,7 @@ - + diff --git a/getting-started-installation.html b/getting-started-installation.html index 6173468c80..a32865103b 100644 --- a/getting-started-installation.html +++ b/getting-started-installation.html @@ -10,7 +10,7 @@ - + diff --git a/getting-started-quickstart.html b/getting-started-quickstart.html index b41665ca0d..2548723ab8 100644 --- a/getting-started-quickstart.html +++ b/getting-started-quickstart.html @@ -10,7 +10,7 @@ - + diff --git a/guides-chat-memory.html b/guides-chat-memory.html index dc2c0e84b0..d800def941 100644 --- a/guides-chat-memory.html +++ b/guides-chat-memory.html @@ -10,7 +10,7 @@ - + diff --git a/guides-data-message.html b/guides-data-message.html index f0f0eeee58..f1492a9180 100644 --- a/guides-data-message.html +++ b/guides-data-message.html @@ -10,7 +10,7 @@ - + diff --git a/guides-new-to-llms.html b/guides-new-to-llms.html index dbbb2bd42d..e8617b6dfa 100644 --- a/guides-new-to-llms.html +++ b/guides-new-to-llms.html @@ -10,7 +10,7 @@ - + diff --git a/index.html b/index.html index 9a77b4a91f..54b894b627 100644 --- a/index.html +++ b/index.html @@ -10,7 +10,7 @@ - + diff --git a/integrations-assemblyai.html b/integrations-assemblyai.html index 4eb82020a9..8b60bd354d 100644 --- a/integrations-assemblyai.html +++ b/integrations-assemblyai.html @@ -10,7 +10,7 @@ - + @@ -35,7 +35,7 @@

Enter the key in the AssemblyAI API Key field in all components that require the key.

(Optional): To use LeMUR, you need to upgrade your AssemblyAI account, since this is not included in the free account.

Components​

-

AssemblyAI Components

+

AssemblyAI Components

AssemblyAI Start Transcript​

This component allows you to submit an audio or video file for transcription.

Tip: You can freeze the path of this component to only submit the file once.

@@ -70,7 +70,7 @@ See -

AssebmlyAI Parse Transcript​

-

This component allows you to parse a Transcription Result and outputs the formatted text.

-
    -
  • -

    Input:

    -
      -
    • Transcription Result: The output of the Poll Transcript component.
      • -
    -
    • -
  • -

    Output:

    -
      -
    • Parsed transcription: The parsed transcript. If Speaker Labels was enabled in the Start Transcript component, it formats utterances with speakers and timestamps.
      • -
    -
    • -

AssebmlyAI Get Subtitles​

This component allows you to generate subtitles in SRT or VTT format.

  • @@ -163,7 +150,7 @@ See To run the Transcription and Speech AI Flow:

    1. Open Langflow and create a new project.
      2. -
    2. Add the components listed above to your flow canvas, or download the AssemblyAI Transcription and Speech AI Flow(Download link) and Import the JSON file into Langflow.
      3. +
    3. Add the components listed above to your flow canvas, or download the AssemblyAI Transcription and Speech AI Flow(Download link) and Import the JSON file into Langflow.
    4. Connect the components as shown in the flow diagram. Tip: Freeze the path of the Start Transcript component to only submit the file once.
    5. Input the AssemblyAI API key in in all components that require the key (Start Transcript, Poll Transcript, Get Subtitles, LeMUR, List Transcripts).
    6. Select an audio or video file in the Start Transcript component.
      7. -
    7. Run the flow by clicking Play on the Parse Transcript component.
      8. +
    8. Run the flow by clicking Play on the Parse Data component. Make sure that the specified template is {text}.
    9. To generate subtitles, click Play on the Get Subtitles component.
    10. To apply an LLM to your audio file, click Play on the LeMUR component. Note that you need an upgraded AssemblyAI account to use LeMUR.
    11. To list all transcripts, click Play on the List Transcript component.
      12. @@ -197,6 +184,6 @@ See AssemblyAI API documentation. If you need more help, you can reach out to the AssemblyAI support.

      Hi, how can I help you?

      +

      For more advanced usage, refer to the AssemblyAI API documentation. If you need more help, you can reach out to the AssemblyAI support.

      Hi, how can I help you?

      \ No newline at end of file diff --git a/integrations-langsmith.html b/integrations-langsmith.html index cab0f1b2c2..662b7087d8 100644 --- a/integrations-langsmith.html +++ b/integrations-langsmith.html @@ -10,7 +10,7 @@ - + diff --git a/integrations-langwatch.html b/integrations-langwatch.html index 8d65fa3939..41e3be8c17 100644 --- a/integrations-langwatch.html +++ b/integrations-langwatch.html @@ -10,7 +10,7 @@ - + diff --git a/integrations/notion/notion-agent-conversational.html b/integrations/notion/notion-agent-conversational.html index 1cdaf82ca0..3fc6b76c39 100644 --- a/integrations/notion/notion-agent-conversational.html +++ b/integrations/notion/notion-agent-conversational.html @@ -10,7 +10,7 @@ - + diff --git a/integrations/notion/notion-agent-meeting-notes.html b/integrations/notion/notion-agent-meeting-notes.html index 1fb2c40848..ad01c4942e 100644 --- a/integrations/notion/notion-agent-meeting-notes.html +++ b/integrations/notion/notion-agent-meeting-notes.html @@ -10,7 +10,7 @@ - + diff --git a/integrations/notion/setup.html b/integrations/notion/setup.html index 0fdfc0959c..a311ee4d7b 100644 --- a/integrations/notion/setup.html +++ b/integrations/notion/setup.html @@ -10,7 +10,7 @@ - + diff --git a/settings-global-variables.html b/settings-global-variables.html index dbe556b94d..2f7791c337 100644 --- a/settings-global-variables.html +++ b/settings-global-variables.html @@ -10,7 +10,7 @@ - + diff --git a/settings-project-general-settings.html b/settings-project-general-settings.html index 6480fa5f15..1ceed2b647 100644 --- a/settings-project-general-settings.html +++ b/settings-project-general-settings.html @@ -10,7 +10,7 @@ - + diff --git a/starter-projects-basic-prompting.html b/starter-projects-basic-prompting.html index 7a936ac4ff..8481025cac 100644 --- a/starter-projects-basic-prompting.html +++ b/starter-projects-basic-prompting.html @@ -10,7 +10,7 @@ - + diff --git a/starter-projects-blog-writer.html b/starter-projects-blog-writer.html index aa1a4a7499..59fee81b76 100644 --- a/starter-projects-blog-writer.html +++ b/starter-projects-blog-writer.html @@ -10,7 +10,7 @@ - + diff --git a/starter-projects-document-qa.html b/starter-projects-document-qa.html index 37201801de..0ee12d3cfb 100644 --- a/starter-projects-document-qa.html +++ b/starter-projects-document-qa.html @@ -10,7 +10,7 @@ - + diff --git a/starter-projects-memory-chatbot.html b/starter-projects-memory-chatbot.html index 49e9f4bb72..7fc44280b9 100644 --- a/starter-projects-memory-chatbot.html +++ b/starter-projects-memory-chatbot.html @@ -10,7 +10,7 @@ - + diff --git a/starter-projects-vector-store-rag.html b/starter-projects-vector-store-rag.html index 81fd8916b7..a489003fe7 100644 --- a/starter-projects-vector-store-rag.html +++ b/starter-projects-vector-store-rag.html @@ -10,7 +10,7 @@ - + diff --git a/whats-new-a-new-chapter-langflow.html b/whats-new-a-new-chapter-langflow.html index 0455d22c5e..a83e2c0500 100644 --- a/whats-new-a-new-chapter-langflow.html +++ b/whats-new-a-new-chapter-langflow.html @@ -10,7 +10,7 @@ - + diff --git a/workspace-api.html b/workspace-api.html index b3c2557f5d..50a5c7d970 100644 --- a/workspace-api.html +++ b/workspace-api.html @@ -10,7 +10,7 @@ - + diff --git a/workspace-logs.html b/workspace-logs.html index d1fcc039d0..6abc3f2a3f 100644 --- a/workspace-logs.html +++ b/workspace-logs.html @@ -10,7 +10,7 @@ - + diff --git a/workspace-playground.html b/workspace-playground.html index 43f692e398..ed17ecab20 100644 --- a/workspace-playground.html +++ b/workspace-playground.html @@ -10,7 +10,7 @@ - + diff --git a/workspace.html b/workspace.html index 3474fa4065..8c37009538 100644 --- a/workspace.html +++ b/workspace.html @@ -10,7 +10,7 @@ - +