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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.

Media
Apps API
Threads
Retrieval
Workspace scope

SundayPyjamas Chat

thread · podcast
Summarize episode transcript
Title, description, and 5 social hooks ready.

3 docs attached · retrieval on

0%

Faster metadata

0%

Complete metadata

0%

Higher engagement

0×

Newsletter growth

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

Technical 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

Tenancy:workspace- and role-aware Apps API

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.

Podcast Creator and Producer, Independent Media Professional

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.