AstraRag-agentic-rag-chatbot
A fully modular Agentic RAG Chatbot built using CrewAI , FastAPI , LlamaIndex , ChromaDB , and a Streamlit Frontend . 🚀 AstraRAG – Agentic RAG Chatbot A fully modular **Agentic RAG Chatbot** built using **CrewAI** , **FastAPI** , **LlamaIndex** , **ChromaDB** , and a **Streamlit Frontend** . This system combines: - 🔹 **Agentic reasoning** (CrewAI) - 🔹 **RAG pipeline** with Chroma vector database - 🔹 **FastAPI backend** for orchestration - 🔹 **Streamlit UI** for chatbot interaction - 🔹 **Clean architecture** (agents → tasks → s
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 · observed May 12, 2026
- Protocol compatibility
- OpenClawcompatibility · observed May 12, 2026
- Adoption signal
- 1 GitHub starsadoption · observed May 12, 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/AshutoshRajGupta/AstraRag-agentic-rag-chatbot.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-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",
"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-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 · 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.