OSINT Tool for LlamaIndex

This tool connects to the Agentix OSINT intelligence platform — a production OSINT system with 129+ RSS feeds across 15 categories, LLM-enriched briefings, domain recon, and social media lookup.

You will need an API key. Get one free at: https://osint.ahsan-tariq-ai.xyz

Installation

pip install llama-index-tools-osint

Usage

Basic Setup

from llama_index.tools.osint import OSINTToolSpec
from llama_index.agent.openai import OpenAIAgent
from llama_index.llms.openai import OpenAI

osint = OSINTToolSpec(api_key="osint_your_key_here")
tools = osint.to_tool_list()

agent = OpenAIAgent.from_tools(
    tools=tools,
    llm=OpenAI(model="gpt-4o"),
)

# Ask about current events
response = agent.chat("What's happening in cybersecurity today?")
print(response)

Tool Methods

get_enriched_reports(category=None)

Get intelligence briefings from 129+ sources across 15 categories. Each report contains LLM-analyzed articles with confidence scores.

Categories: cybersecurity, geopolitics, finance, tech_ai, healthcare, legal, marketing, supply_chain, climate, realestate, education, energy, agriculture, entertainment, labor.

# All categories
reports = osint.get_enriched_reports()

# Single category
cyber = osint.get_enriched_reports(category="cybersecurity")

get_categories()

List all available categories with confidence scores and article counts.

categories = osint.get_categories()

domain_recon(domain)

Perform domain reconnaissance: DNS records, WHOIS, and IP intelligence.

recon = osint.domain_recon("example.com")

social_lookup(username)

Look up profiles across 10 platforms (GitHub, Twitter, Instagram, Reddit, YouTube, Medium, GitLab, Keybase, SoundCloud, Twitch).

profiles = osint.social_lookup("zuck")

Direct Tool Usage

from llama_index.core.tools.tool_spec.base import BaseToolSpec

osint = OSINTToolSpec(api_key="osint_key")

# Use individual methods
from llama_index.core.llms import ChatMessage

agent = OpenAIAgent.from_tools(
    tools=osint.to_tool_list(),
    llm=OpenAI(model="gpt-4o"),
    verbose=True,
)

Custom Base URL

osint = OSINTToolSpec(
    api_key="osint_key",
    base_url="https://osint.ahsan-tariq-ai.xyz",  # default
)

Free Tier

• 50 requests/day — reports, categories, recon, social
• 5 requests/min rate limit
• No credit card required — sign up with just an email

Paid Tiers

Architecture

┌─────────────────────────────────────────────────────┐
│  OSINT API (osint.ahsan-tariq-ai.xyz)               │
│                                                     │
│  129 RSS feeds → 15 categories → LLM analysis       │
│  Domain recon (DNS/WHOIS/IP)                        │
│  Social lookup (10 platforms)                       │
│                                                     │
│  ┌─────────────────────────────────────────────┐   │
│  │  LlamaIndex Tool Spec                       │   │
│  │  • get_enriched_reports()                   │   │
│  │  • get_categories()                         │   │
│  │  • domain_recon()                           │   │
│  │  • social_lookup()                          │   │
│  └─────────────────────────────────────────────┘   │
└─────────────────────────────────────────────────────┘

API Reference

License

MIT