Classify Fireflies conversations by their main topics
Get a topic label and short context block as soon as your pipeline receives a recording.
Trigger
Webhook received
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Action
Topic Detection
Tool to transcribe audio and detect topics. use when you need to identify the main topics discussed in an audio recording after confirming the file url is publicly accessible.
Why this helps
Unsorted recordings become a backlog because nobody knows which conversations need attention first.
- Adds structure to recording backlogs
- Supports faster triage
- Shows topic context alongside labels
Setup
Build it in a few focused steps.
- 1Connect Fireflies and Deepgram in Notis once.
- 2Create an automation using a webhook trigger.
- 3Tell Notis to send each Fireflies audio URL to Deepgram, detect the main topics, and return labels with one sentence of context each.
- 4Pick the Notis webhook trigger and connect the endpoint to your pipeline.
- 5Choose a report channel and test with one real conversation.
Questions about this workflow
Can the labels match my own categories?
Ask Notis to group detected topics into the categories you provide.
Does this require a transcript first?
No. Deepgram performs transcription and topic detection in the same action.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Fireflies to Deepgram. A trigger fires from one place; an action lands in another.
Fireflies triggers
Deepgram actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Get Public Models
Tool to retrieve metadata on all the latest public deepgram speech-to-text models. use when you need to list available models; set include outdated to true to include deprecated versions.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
List Deepgram Projects
Tool to list all deepgram projects. use after authenticating with your api key.
Transcription Complete Trigger
Triggers when a transcription is complete. Polls Fireflies API for transcripts created or updated since the last poll time. Handles rate limiting gracefully.
Get Project Usage Summary
Tool to retrieve a summary of usage data for a specified deepgram project. use when you need high-level metrics (submitted, processed, billable durations, etc.) optionally filtered by time window, model, accessor, or tag.
Get Public TTS Models
Tool to fetch metadata about all latest public tts voice models. use when you need to list available deepgram tts voices.
List Project Scopes
Tool to list all scopes for a specified deepgram project. use when you need to retrieve all permission scopes for a project.
Transcribe Pre-recorded Audio
Tool to transcribe pre-recorded audio files into text. use when you need to convert an audio file at a url to text after confirming the file url is publicly accessible.
Summarize Audio
Tool to generate concise summaries from audio content. use when you need a quick summary of audio after confirming the file url is publicly accessible.
Text-to-Speech (REST)
Tool to convert text into natural-sounding speech. use when you need tts audio from text inputs.
Connect any two apps with Notis in the middle.
Fireflies and Deepgram, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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