
Fireflies
Customers ask about past discussions, action items, or commitments made in meetings. Your AI agent searches Fireflies transcripts in real time, pulling exact quotes, summaries, and follow-ups from any recorded conversation. No more digging through notes or replaying recordings.




From transcript lookups to AI-powered conversation queries, your agent surfaces meeting insights the moment someone asks for them.
Fireflies
Real situations where your AI agent turns hours of recorded conversations into instant, actionable answers for your team and customers.
A client messages asking for a recap of yesterday's strategy session. Your AI Agent queries Fireflies using AskFred, retrieves the transcript, and generates a summary of key decisions, owners, and deadlines discussed. The client receives a structured recap within seconds instead of waiting for someone to manually compile notes. Your team stays responsive without extra admin work.
A sales manager needs to review what a rep promised a prospect during a demo. Your AI Agent searches Fireflies transcripts by participant email, locates the specific call, and creates a Bite clip of the pricing discussion segment. The manager gets the exact audio snippet with context, not a 45-minute recording to scrub through. Deal reviews happen faster with precise evidence.
A compliance officer asks whether specific disclosures were made during a customer onboarding call. Your AI Agent uses AskFred to search the transcript for disclosure-related keywords, returns the exact quotes with timestamps, and identifies the speaker. The officer gets verifiable evidence in seconds. Audit preparation that used to take hours is reduced to a single conversation.

Fireflies
FAQs
The agent uses Fireflies' GraphQL API to query transcripts by date range, participant email, host email, or meeting title. For content-level searches, it creates an AskFred thread that uses natural language processing to find specific topics, decisions, or action items across one or many meetings. Results include speaker attribution and timestamps.
Yes. The agent creates an AskFred conversation thread targeting a specific transcript ID and asks for action items. AskFred analyzes the meeting content using AI and returns structured action items with assignees and context. You can also ask follow-up questions in the same thread to drill deeper.
Fireflies accepts mp3, mp4, wav, m4a, and ogg formats. The audio file must be publicly accessible via HTTPS URL, not a preview link. The agent passes the URL to Fireflies' Upload Audio mutation along with a title and optional language code. Transcription typically completes within minutes depending on file length.
No. Tars queries Fireflies in real time during conversations. Transcript data, speaker information, and meeting content are fetched live from your Fireflies account and used only to answer the current question. We do not maintain a separate database of your meeting recordings or transcripts.
Yes. The agent queries your entire Fireflies transcript history through the API. Any meeting that exists in your Fireflies workspace, regardless of when it was recorded, is accessible. There is no cutoff date tied to when you connected Tars.
AskFred lives inside the Fireflies dashboard. Tars brings that same intelligence to wherever your users are, whether that is your website chat, WhatsApp, Slack, or an internal tool. Your customers and team members get meeting answers without needing a Fireflies login. Plus, Tars combines Fireflies data with your other connected tools in a single conversation.
Fireflies API access requires a Business plan or higher. The Free and Pro plans do not include API access. Features like adding the bot to live meetings and accessing full transcript details also require a paid plan. Check your Fireflies settings to confirm API key availability.
Yes. The agent uses the Create Bite endpoint to extract a specific segment by defining start and end times in seconds. You can choose between audio or video format and set privacy to public, team-only, or participants-only. The resulting clip gets a unique URL that can be shared directly.
Don't limit your AI Agent to basic conversations. Watch how to configure and add powerful tools making your agent smarter and more functional.

Privacy & Security
At Tars, we take privacy and security very seriously. We are compliant with GDPR, ISO, SOC 2, and HIPAA.