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agentGITHUB OPENCLEWUnverified

AstraRag-agentic-rag-chatbot

A fully modular Agentic RAG Chatbot built using CrewAI , FastAPI , LlamaIndex , ChromaDB , and a Streamlit Frontend . πŸš€ AstraRAG – Agentic RAG Chatbot A fully modular **Agentic RAG Chatbot** built using **CrewAI** , **FastAPI** , **LlamaIndex** , **ChromaDB** , and a **Streamlit Frontend** . This system combines: - πŸ”Ή **Agentic reasoning** (CrewAI) - πŸ”Ή **RAG pipeline** with Chroma vector database - πŸ”Ή **FastAPI backend** for orchestration - πŸ”Ή **Streamlit UI** for chatbot interaction - πŸ”Ή **Clean architecture** (agents β†’ tasks β†’ s

OpenClawcrewaimulti-agent
View Source

Rank

20

Safety

66

Stars

1

Updated

Oct 9, 2026

Source

GITHUB OPENCLEW

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. 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
Ashutoshrajguptavendor Β· observed May 12, 2026
Protocol compatibility
OpenClawcompatibility Β· observed May 12, 2026
Adoption signal
1 GitHub starsadoption Β· observed May 12, 2026
Crawlable docs
6 indexed pages on the official domainintegration Β· observed Apr 15, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

git clone https://github.com/AshutoshRajGupta/AstraRag-agentic-rag-chatbot.git
  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-ashutoshrajgupta-astrarag-agentic-rag-chatbot/snapshot"

Documentation

GITHUB OPENCLEW

5,838 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": "Ashutoshrajgupta",
      "category": "vendor",
      "href": "https://github.com/AshutoshRajGupta/AstraRag-agentic-rag-chatbot",
      "sourceUrl": "https://github.com/AshutoshRajGupta/AstraRag-agentic-rag-chatbot",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-12T06:46:16.034Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "protocols",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "category": "compatibility",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-ashutoshrajgupta-astrarag-agentic-rag-chatbot/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ashutoshrajgupta-astrarag-agentic-rag-chatbot/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-05-12T06:46:16.034Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "traction",
      "label": "Adoption signal",
      "value": "1 GitHub stars",
      "category": "adoption",
      "href": "https://github.com/AshutoshRajGupta/AstraRag-agentic-rag-chatbot",
      "sourceUrl": "https://github.com/AshutoshRajGupta/AstraRag-agentic-rag-chatbot",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-12T06:46:16.034Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "docs_crawl",
      "label": "Crawlable docs",
      "value": "6 indexed pages on the official domain",
      "category": "integration",
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      "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-ashutoshrajgupta-astrarag-agentic-rag-chatbot/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ashutoshrajgupta-astrarag-agentic-rag-chatbot/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": [
    {
      "eventType": "docs_update",
      "title": "Docs refreshed: Sign in to GitHub Β· 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",
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      "confidence": "medium",
      "observedAt": "2026-04-15T05:03:46.393Z",
      "isPublic": true,
      "metadata": {}
    }
  ]
}

Record generated Oct 9, 2026.

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