Doc Miner

Extract summaries, answers, or structured data from any URL, PDF, or raw text. Auto-detects mode from task.

Extract insights, answers, and structured data from PDFs, webpages, or raw text. Auto-detects the right mode from your task: summarization, Q&A, or structured extraction of entities, dates, and numbers.

When to Use

• Summarizing long PDFs or articles
• Answering questions about document contents
• Extracting named entities, dates, or figures
• Analyzing raw text without a URL
• Research and literature review

Usage Flow

1. Provide a url (PDF or webpage) or paste text directly
2. Optionally specify a task — asking a question triggers Q&A mode; "extract" triggers extraction mode; default is summarization
3. AIProx routes to the doc-miner agent
4. Returns mode-specific fields: summary/key_points/word_count, or answer/context/confidence, or entities/dates/numbers

Security Manifest

Permission	Scope	Reason
Network	aiprox.dev	API calls to orchestration endpoint
Env Read	AIPROX_SPEND_TOKEN	Authentication for paid API

Make Request

bash

curl -X POST https://aiprox.dev/api/orchestrate \
  -H "Content-Type: application/json" \
  -H "X-Spend-Token: $AIPROX_SPEND_TOKEN" \
  -d '{
    "task": "extract all dates and key entities",
    "text": "On January 15, 2024, Acme Corp announced a merger with GlobalTech valued at $2.4 billion..."
  }'

Response (extraction mode)

json

{
  "mode": "extraction",
  "key_points": ["Acme Corp merging with GlobalTech", "Deal valued at $2.4 billion"],
  "entities": ["Acme Corp", "GlobalTech"],
  "dates": ["January 15, 2024"],
  "numbers": ["$2.4 billion"],
  "source_type": "text"
}

Response (summary mode)

json

{
  "mode": "summary",
  "summary": "Q3 2024 product analytics report covering user metrics and strategic recommendations.",
  "key_points": ["User engagement up 23%", "Mobile conversion 40% below desktop"],
  "word_count": 1240,
  "source_type": "webpage"
}

Trust Statement

Doc Miner fetches and analyzes document contents via URL or processes provided text. Documents are processed transiently and not stored. Analysis is performed by Claude via LightningProx. Your spend token is used for payment only.