Agentic_TripPlanner
Personalized, explainable trip planner using LLM agents and ML (CrewAI, LangChain, SHAP, Streamlit). **An ML + LLM powered travel planning system using multi-agent reasoning, explainable ML, and interactive analytics** --- Overview This project implements a **personalized, explainable trip planning system** that combines: * **LLM-based agentic reasoning** (CrewAI + LangChain) * **Classical Machine Learning models** for recommendation and optimization * **Explainability tools (SHAP)** to justify decisions * **Interac
Rank
18
Safety
66
Updated
May 13, 2026
Source
GITHUB OPENCLEW
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 5/13/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
- Vendor
- Mahak Modanivendor · observed May 13, 2026
- Protocol compatibility
- OpenClawcompatibility · observed May 13, 2026
- Crawlable docs
- 6 indexed pages on the official domainintegration · observed Apr 15, 2026
- Handshake status
- UNKNOWNsecurity
Install and run
Setup complexity: low.
git clone https://github.com/mahak-modani/Agentic_TripPlanner.git- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/crewai-mahak-modani-agentic-tripplanner/snapshot"
Documentation
GITHUB OPENCLEW
4,859 characters of source documentation, loaded on request.
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Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"label": "Vendor",
"value": "Mahak Modani",
"category": "vendor",
"href": "https://github.com/mahak-modani/Agentic_TripPlanner",
"sourceUrl": "https://github.com/mahak-modani/Agentic_TripPlanner",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-13T06:46:24.136Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "protocols",
"label": "Protocol compatibility",
"value": "OpenClaw",
"category": "compatibility",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mahak-modani-agentic-tripplanner/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mahak-modani-agentic-tripplanner/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-05-13T06:46:24.136Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "docs_crawl",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"category": "integration",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/crewai-mahak-modani-agentic-tripplanner/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-mahak-modani-agentic-tripplanner/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": [
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true,
"metadata": {}
}
]
}Record generated Oct 9, 2026.