WOLBΛRG

Example — Rerankers

Attach a Jina reranker and enable rerank on recall.

import { Wolbarg, sqlite, openaiEmbedding, jinaReranker } from "wolbarg";

const ctx = new Wolbarg({
  organization: "demo",
  storage: sqlite("./memory.db"),
  embedding: openaiEmbedding({
    apiKey: process.env.OPENAI_API_KEY!,
    model: "text-embedding-3-small",
  }),
  reranker: jinaReranker({ apiKey: process.env.JINA_API_KEY! }),
  retrieval: { overFetchFactor: 4 },
});

await ctx.recall({ query: "refund policy", topK: 5, rerank: true });

Example — Providers

Mix OpenAI embeddings, Ollama LLM, and BM25 keyword search.

Example — OCR

Extract text from images with tesseract during ingest.

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