Media · Content & knowledge
Threaded chat - context that survives the session.
Persistent threads, optional retrieval, and model choice on one Apps API contract.
SundayPyjamas Chat gives teams dialogue with per-thread history, materials for grounding, and continuity episode to episode - from podcast distribution to research synthesis.
SundayPyjamas Chat
3 docs attached · retrieval on
90%
Faster metadata
100%
Complete metadata
40%
Higher engagement
2×
Newsletter growth
Metrics from independent podcast creator deployment.
The problem
Media teams turn long transcripts into titles, descriptions, social posts, and newsletter copy. Fragmented tools delayed launches and burned people out.
Research workflows need thread continuity and optional grounding - without re-explaining context every session.
What we built
Persistent threads per initiative, flexible models, thread-scoped materials, and optional retrieval - all behind one Apps API.
Podcast workflows get a repeatable episode pipeline. Research teams get traceable, material-aware dialogue.
Highlights
- Conversation threads per campaign, episode, or project
- Thread-scoped materials for grounding when needed
- Extensible via Apps API for in-product UX and automations
Integration
Threaded chat, messages, thread documents, and retrieval on one API surface.
Thread lifecycle
POST .../chat/threads
create + list per workspace
Messages
POST .../threads/{id}/messages
turns → history + model
Thread documents
POST .../threads/{id}/documents
attach → grounding
Grounded answers
POST .../chat/retrieval
corpora → cited answers
Outcomes
Distribution bottlenecks shrank. Consistent metadata and promotional copy improved discoverability and engagement.
The chat-and-thread pattern generalizes to any team needing traceable, material-aware dialogue.
SundayPyjamas AI Suite added a crucial step before publishing where I could curate content and decide what's best for viewers - the shareable resource links created a meaningful experience for listeners.
What this enables
Threaded conversations with optional grounding apply wherever teams need contextual answers:
Content operations
Campaign threads with materials - metadata, social, newsletter in one place.
Customer education
Grounded answers over approved docs with tenancy boundaries.
Internal knowledge
Review-heavy workflows with continuity across sessions.
Building chat-first experiences?
Apps API is integrated and ready for threaded dialogue.