Polyvia

pip install polyvia

npm install polyvia

from polyvia import Polyvia

client = Polyvia(api_key="poly_<key>")

# Ingest a batch into a group, then ask one question across all of it.
items = client.ingest.batch(
    ["q1.pdf", "q2.pdf", "q3.pdf", "q4.pdf"],
    group="FY24 Earnings",
)
for item in items:
    client.ingest.wait(item.task_id)

# Answers cite the exact page in each document.
print(client.query("How did revenue trend across the four quarters?",
                   group="FY24 Earnings").answer)

import { Polyvia } from "polyvia";

const client = new Polyvia({ apiKey: "poly_<key>" });

// Ingest a batch into a group, then ask one question across all of it.
const items = await client.ingest.batch(
  ["q1.pdf", "q2.pdf", "q3.pdf", "q4.pdf"],
  { group: "FY24 Earnings" },
);
await Promise.all(items.map((i) => client.ingest.wait(i.task_id)));

// Answers cite the exact page in each document.
const answer = await client.query(
  "How did revenue trend across the four quarters?",
  { group: "FY24 Earnings" },
);
console.log(answer.answer);