Quickstart

pip install polyvia

npm install polyvia

from polyvia import Polyvia

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

result = client.ingest.file("q4-report.pdf")
client.ingest.wait(result.task_id)        # blocks until completed

answer = client.query("What was Q4 revenue, and which chart shows it?")
print(answer.answer)

import { Polyvia } from "polyvia";

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

const result = await client.ingest.file("q4-report.pdf");
await client.ingest.wait(result.task_id); // resolves when completed

const answer = await client.query("What was Q4 revenue, and which chart shows it?");
console.log(answer.answer);

from polyvia import Polyvia

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

# Ingest several files into a group (created on first use)
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)

# Ask once, across the group — answers cite the exact page in each doc
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>" });

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)));

const answer = await client.query(
  "How did revenue trend across the four quarters?",
  { group: "FY24 Earnings" },
);
console.log(answer.answer);