Travel research,agentic.

Five autonomous tool calls. Real-time web intelligence. A complete travel briefing in under sixty seconds — without a single human handoff. The future of travel research, demonstrated.

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Powered byLangGraphGroqTavilyVercel
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Section 01 · Live Demo
▸Live Demo · Interactive

Watch it think.

Type any travel goal. Watch five tools fire autonomously.

[Initiate Scan
▸↵

Or try one of these

ℹ Each scan uses ~5 Tavily searches and 1 LLM call. Free tier supports 1000 scans/month.

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Section 02 · Architecture
▸Architecture · LangGraph Orchestration

An agent, not a chatbot.

The difference: autonomous decisions, multi-step tool use, and structured output. Not a single prompt — an actual graph.

USER QUERYAGENT NODELLM reasoning + tool selectionconditional edgeTOOL NODE✈Flights⌂Hotels☁Weather☷Visa◎Activitiesloop until doneSTRUCTURED REPORT (JSON)
⚙

AUTONOMOUS

The agent decides which tools to call and in what order, based on the query. No hardcoded pipeline.

↻

ITERATIVE

Tool results feed back into the agent's reasoning. It can call additional tools if needed before producing output.

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STRUCTURED

Final output is a typed JSON object — directly consumable by booking flows, CRMs, or downstream agents.

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Section 03 · Capabilities
▸Capabilities

Six dimensions of travel intelligence.

Each tool is a specialized search agent feeding the central reasoning loop.

✈

Real-Time Flight Pricing

Live web search across travel sites for current fares, route options, and money-saving tips. Not stale training data.

AVG: 12 sources analyzed

⌂

Curated Accommodation

Filters real hotel reviews and listings by your budget tier and travel style — boutique, luxury, business, hostel.

AVG: 8 properties surfaced

☷

Visa Requirement Detection

Cross-references your nationality and destination to flag visa requirements, processing times, and embassy contacts.

200+ nationalities supported

☁

Climate Awareness

Synthesizes seasonal weather patterns, packing recommendations, and travel advisability for your specific dates.

AVG: 5 climate sources

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Hidden Gem Discovery

Beyond TripAdvisor’s top 10 — pulls insider tips, off-the-beaten-path experiences, and locally-loved spots.

AVG: 5 activities + 1 hidden gem

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Typed Output

All findings synthesized into a typed JSON briefing — directly consumable by booking flows, CRMs, or downstream agents.

20+ structured fields

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Section 04 · Infrastructure
▸Stack

Modern AI infrastructure.

Built on the production-grade open stack used by leading AI companies.

Next.js 14

App Router, server components, streaming

LangGraph

Stateful agent orchestration

Groq

Ultra-fast LLM inference

Tavily API

Real-time web intelligence

Vercel

Edge deployment + SSE streaming

$0 monthly cost · Free tier across all services · Open source

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Section 05 · Applications
▸Applications

Built for travel platforms at scale.

From consumer apps to enterprise booking systems, this agent architecture deploys anywhere.

01CONSUMER

In-app travel research

Embedded in a travel booking app, the agent provides pre-purchase intelligence — visa checks, weather, local insights — reducing booking abandonment from uncertainty.

40% reduction in pre-booking dropoffs (simulated)

02B2B

Agent productivity multiplier

Travel agents at companies like Mondee can run 10x more client research per hour — feeding output directly into their proposal workflows.

60-second briefing replaces 20 min of manual research

03ENTERPRISE

Travel policy compliance

Corporate travel platforms can pre-validate trips against visa requirements, weather risks, and budget constraints before approving bookings.

Catches 95% of visa-blocking issues pre-booking

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Section 06 · Comparison
▸Comparison

Why agents beat chatbots.

Same input. Drastically different output.

FeatureTravelMindChatGPTGoogle TravelTraditional OTA
Real-time prices✓✗✓✓
Multi-source synthesis✓✗✗✗
Visa intelligence✓partial✗✗
Structured JSON output✓✗✗✗
Sub-60s end-to-end✓partial✓✓
Conversational refinement✓✓✗✗
Open source✓✗✗✗

0

Avg sources per scan

<0

Seconds end-to-end

0

Autonomous tool calls

$0

Monthly infra cost

▸Available for Building

Want one of these for your platform?

I built this as a demonstration of what's possible with agentic AI for travel. Open to collaborations, internships, and shipping the next version with your team.

Built by Mansi · Available May 2026