Capability
20 artifacts provide this capability.
Want a personalized recommendation?
Find the best match →via “searchable transcript archive with keyword and speaker filtering”
AI meeting transcription and automated notes.
Unique: Integrates search with synchronized audio playback, allowing users to jump directly to matching segments and hear context rather than reading isolated text; speaker filtering leverages Otter's diarization to enable 'show me all calls with this person' queries without manual tagging
vs others: More user-friendly than Fireflies' search because it includes audio sync and speaker filtering; more comprehensive than Fathom because it supports date range and speaker-based queries, not just keyword search
via “semantic search across conversation history”
An AI memory assistant for recording conversations and meetings, generating summaries, and searching past interactions across apps and an optional wearable.
Unique: Combines vector embeddings with full-text search and conversation metadata filtering in a unified index, enabling semantic queries that also respect temporal and speaker context rather than treating all matches equally
vs others: Faster retrieval than re-reading transcripts and more contextually relevant than keyword-only search, because it understands meaning while preserving metadata filtering
via “transcript-retrieval-and-search”
** - Connect your AI agents to Google-Meet, Zoom & Microsoft Teams through [tl;dv](https://tldv.io)
Unique: Leverages tl;dv's pre-processed transcript database and indexing infrastructure rather than requiring agents to parse raw audio or video, enabling fast search across multiple meetings without local storage or processing overhead. Integrates speaker diarization and timestamp alignment from tl;dv's transcription pipeline.
vs others: Faster than agents transcribing recordings on-demand because transcripts are pre-computed; more accurate than keyword-only search if tl;dv uses semantic indexing; eliminates need for agents to manage local transcript storage or search indices.
via “meeting search and semantic retrieval across meeting archive”
an AI meeting assistant that automatically video records, transcribes, summarizes, and provides the key points from every meeting.
via “meeting search and retrieval across transcript corpus”
Loopin is a collaborative meeting workspace that not only enables you to record, transcribe & summaries meetings using AI, but also enables you to auto-organise meeting notes on top of your calendar.
via “search and full-text indexing across transcripts”
An AI speech-to-text software with powerful proofreading features. Transcribe most audio or video files with real-time recording and transcription.
via “meeting search and retrieval across historical meetings”
Cogram takes automatic notes in virtual meetings and identifies action items.
Unique: Implements hybrid full-text + semantic search on meeting transcripts with speaker-aware context windows and temporal filtering, enabling both exact phrase retrieval (for compliance) and conceptual search (for decision discovery) in a single query interface
vs others: More flexible search than Otter.ai's basic keyword matching, but less integrated with CRM/project management systems than Fireflies.io's Salesforce and HubSpot connectors
via “meeting-search-and-retrieval”
via “meeting-search-and-retrieval”
via “meeting-search-and-retrieval”
via “meeting transcript search and retrieval”
via “meeting search and retrieval”
via “meeting transcript search and retrieval”
via “searchable-meeting-archive”
via “meeting-search-and-retrieval”
via “meeting search and retrieval across library”
via “meeting-content-search-and-retrieval”
via “searchable transcript indexing”
via “meeting transcript search”
Building an AI tool with “Meeting Search And Retrieval Across Historical Transcripts”?
Submit your artifact →curl unfragile.ai/agents.md | sh© 2026 Unfragile. The platform for software for agents.