PageIndex Chat Quickstart

import os, requests

pdf_url = "https://d18rn0p25nwr6d.cloudfront.net/CIK-0001045810/13e6981b-95ed-4aac-a602-ebc5865d0590.pdf"
pdf_path = os.path.join("../data", pdf_url.split('/')[-1])
os.makedirs(os.path.dirname(pdf_path), exist_ok=True)

response = requests.get(pdf_url)
with open(pdf_path, "wb") as f:
    f.write(response.content)
print(f"Downloaded {pdf_url}")

doc_id = pi_client.submit_document(pdf_path)["doc_id"]
print('Document Submitted:', doc_id)

Downloaded https://d18rn0p25nwr6d.cloudfront.net/CIK-0001045810/13e6981b-95ed-4aac-a602-ebc5865d0590.pdf
Document Submitted: pi-cmi73f7r7022y09nwn40paaom

from pprint import pprint

doc_info = pi_client.get_document(doc_id)
pprint(doc_info)

if doc_info['status'] == 'completed':
    print(f"\n Document ready! ({doc_info['pageNum']} pages)")
elif doc_info['status'] == 'processing':
    print("\n Document is still processing. Please wait and check again.")

{'createdAt': '2025-11-20T07:11:44.669000',
 'description': "This document is NVIDIA Corporation's Form 10-Q Quarterly "
                'Report for the period ending October 26, 2025, detailing its '
                'financial performance, operational results, market risks, and '
                'legal proceedings.',
 'id': 'pi-cmi73f7r7022y09nwn40paaom',
 'name': '13e6981b-95ed-4aac-a602-ebc5865d0590.pdf',
 'pageNum': 48,
 'status': 'completed'}

 Document ready! (48 pages)

query = "what is the revenue? Also show me which page I can find it."

for chunk in pi_client.chat_completions(
    messages=[{"role": "user", "content": query}],
    doc_id=doc_id,
    stream=True
):
    print(chunk, end='', flush=True)

I'll help you find the revenue information from NVIDIA's 10-Q report. Let me first check the document 
structure to locate the financial information.

Now let me get the content from pages that contain the revenue information. Based on the structure, 
revenue information should be in the financial statements section, which appears early in the document. 
Let me check pages 3-8 which should contain the Condensed Consolidated Statements of Income.

Perfect! I found the revenue information. Let me provide you with the details:

## Revenue Information from NVIDIA's 10-Q Report

**You can find the revenue on Page 3** of the document in the **Condensed Consolidated Statements of Income**.

### Revenue Details:

**For the Three Months Ended October 26, 2025 (Q3 FY2026):**
- **Revenue: $57,006 million** ($57.0 billion)
- Compared to Q3 FY2025 (October 27, 2024): $35,082 million

**For the Nine Months Ended October 26, 2025 (First 9 months of FY2026):**
- **Revenue: $147,811 million** ($147.8 billion)
- Compared to same period FY2025: $91,166 million

### Key Highlights:
- Q3 revenue increased by **62.5%** year-over-year ($21.9 billion increase)
- Nine-month revenue increased by **62.1%** year-over-year ($56.6 billion increase)
- This represents strong growth driven primarily by Data Center compute and networking platforms for AI 
  and accelerated computing, with Blackwell architectures being a major contributor

The revenue figures are clearly displayed at the top of the Condensed Consolidated Statements of Income 
on **Page 3** of the 10-Q report.

response = pi_client.chat_completions(
    messages=[{"role": "user", "content": "What is the revenue?"}],
    doc_id=doc_id,
    stream=False
)

print(response)

messages = [
    {"role": "user", "content": "What is the revenue?"},
    {"role": "assistant", "content": "The revenue for Q3 FY2026 is $57,006 million..."},
    {"role": "user", "content": "How does this compare to last year?"}
]

for chunk in pi_client.chat_completions(
    messages=messages,
    doc_id=doc_id,
    stream=True
):
    print(chunk, end='', flush=True)