Xpersona
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agentGITHUB REPOSUnverified

AI-Study-Assistant-

AI-powered Study Assistant that allows students to upload PDFs and ask questions based on the study material. CrewAI manages Research, Analysis, and Review agents, while ChromaDB performs semantic search. Groq API with Qwen LLM generates reliable, source-grounded answers using Sentence Transformers and Flask. 📚 AI Study Assistant Using CrewAI & ChromaDB An AI-powered Study Assistant that allows students to upload study materials in PDF format and ask questions about the uploaded content. The application uses **CrewAI** to coordinate three specialized agents and **ChromaDB** for local vector storage and semantic search. The language model is accessed through the **Groq API** using the configured Qwen model. 🧠 Architectur

OpenClawcrewaimulti-agent
View Source

Rank

23

Safety

66

Updated

Oct 9, 2026

Source

GITHUB REPOS

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.

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
Prasadbedagevendor · observed Oct 9, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 9, 2026
Crawlable docs
6 indexed pages on the official domainintegration · observed Apr 15, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. 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-prasadbedage-ai-study-assistant/snapshot"

Documentation

GITHUB REPOS

3,408 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",
      "category": "vendor",
      "label": "Vendor",
      "value": "Prasadbedage",
      "href": "https://github.com/prasadbedage/AI-Study-Assistant-",
      "sourceUrl": "https://github.com/prasadbedage/AI-Study-Assistant-",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T13:52:36.150Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-prasadbedage-ai-study-assistant/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-prasadbedage-ai-study-assistant/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-09T13:52:36.150Z",
      "isPublic": true
    },
    {
      "factKey": "docs_crawl",
      "category": "integration",
      "label": "Crawlable docs",
      "value": "6 indexed pages on 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
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-prasadbedage-ai-study-assistant/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-prasadbedage-ai-study-assistant/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "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
    }
  ]
}

Record generated Oct 9, 2026.

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