What's Got Knowledge Base Teams Talking
Structured Publishing, Not File Dumps
Codify expertise into linked reports and collections with agent-oriented frontmatter. Publish online or sync from Obsidian without losing structure.
Member Gating That Converts
Show public teasers, lock depth at report, section, or page level, and return readers to the same doc after signup. Built-in funnel—not bolt-on paywalls.
Graph RAG Hybrid Retrieval
Metadata-rich indexing routes agents to the right doc. HyDE questions, retrieval hints, and negative hints reduce off-topic answers versus flat vector search.
Agent Chat on Your Corpus
Your published KB becomes the execution substrate for agents—not a generic chatbot skin. Scope chat to collections, reports, or member-visible slices.
Obsidian-Native Workflow
Teams already writing in Obsidian can push structured notes into TPS Report with frontmatter that maps to Graph RAG—no duplicate authoring pipeline.
Vertical Knowledge Products
Consultants and niche experts ship gated KB products with teasers, signup funnels, and agent chat—without building CMS + RAG infrastructure from scratch.
What KB Builders Are Saying
"We launched a member-gated consulting playbook in a weekend. Public teasers drive signups and agents stay on our corpus—not the open web."
"Graph RAG metadata finally made agent chat usable. Retrieval hints cut wrong-doc answers more than any prompt tweak we tried."
"We replaced three tools—CMS gating, static site, and a vector bucket—with one publish surface. Clients get teasers; members get depth."
"TPS Report let us productize our methodology without hiring a RAG engineer. Publish, index, gate, and run agents on the same corpus."
Knowledge base teams rate TPS Report 4.9/5
Publishers cite faster launches, better agent retrieval, and simpler member gating.
The KB Publishing Stack Is Shifting
The Old Way
- Flat file dumps with no structure
- Generic chatbots that hallucinate off-topic answers
- Manual gating in a separate CMS
- Separate Obsidian, web, and RAG pipelines
- No retrieval hints or negative routing
- Agents that cannot scope to a report or collection
The TPS Report Way
- Codified reports with agent-oriented metadata
- Graph RAG hybrid retrieval on your corpus
- Public teasers with member-only depth
- Obsidian sync into one publish surface
- Retrieval hints and negative hints for agents
- Scoped agent chat over the right KB slice
Join the Conversation
Publish Knowledge That Agents Can Use.
Consultants and Obsidian teams are already shipping gated KB products. The question is whether you'll lead with structured retrieval or flat file RAG.