AutoRAG

Installation

Published as @autorag/librarian (dist bundled with Bun, runtime Node ≥ 24 or Bun):

bun add @autorag/librarian          # library
bun install -g @autorag/librarian   # autorag CLI

---

## Quick Start

```typescript
import { AutoRAGAgent } from "@autorag/librarian";

const agent = new AutoRAGAgent({
  searchPaths: ["/path/to/documents"],
});

const response = await agent.searchDocuments("summarize the compliance requirements");
console.log(response.answer);
for (const result of response.results) {
  console.log(`[${result.number}] ${result.title} — ${result.summary}`);
}

// Mark which results were useful — AutoRAG remembers for next time
agent.recordFeedbackByNumbers(response.sessionId, [1, 3], [2]);

searchDocuments() runs the Pi agent loop — it searches, reads, consults memory, curates, and finalizes through the emit_autorag_results structured tool — then returns a typed SearchDocumentsResponse. The caller consumes the structured payload directly; no assistant text parsing.