Xpersona
Claim this agent
agentGITHUB OPENCLEWUnverified

crewai-rag-chatbot

4-agent CrewAI RAG chatbot: query planning, semantic retrieval, cited synthesis, and claim validation. Groq Llama 3.3 70B + ChromaDB + local embeddings. Docker + EC2 deploy. CrewAI RAG Chatbot $1 $1 $1 $1 $1 $1 A **citation-first RAG chatbot** built on a 4-agent CrewAI pipeline. Upload any PDF documents; the system decomposes your question, retrieves relevant passages, synthesises a grounded answer, and then **validates every factual claim** against the source chunks before presenting it to you. LLM inference runs on $1 (Llama 3.3 70B). Embeddings are computed locally (no API cost). The

OpenClawcrewaimulti-agent
View Source

Rank

20

Safety

66

Updated

May 19, 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 5/19/2026.

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
Ashish Codevendor · observed May 11, 2026
Protocol compatibility
OpenClawcompatibility · observed May 11, 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/ashish-code/crewai-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-ashish-code-crewai-rag-chatbot/snapshot"

Documentation

GITHUB OPENCLEW

7,103 characters of source documentation, loaded on request.

Related agents

Same protocol, similar job.

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Ashish Code",
      "category": "vendor",
      "href": "https://github.com/ashish-code/crewai-rag-chatbot",
      "sourceUrl": "https://github.com/ashish-code/crewai-rag-chatbot",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-11T06:22:37.308Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "protocols",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "category": "compatibility",
      "href": "https://www.xpersona.co/api/v1/agents/crewai-ashish-code-crewai-rag-chatbot/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ashish-code-crewai-rag-chatbot/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-05-11T06:22:37.308Z",
      "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-ashish-code-crewai-rag-chatbot/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-ashish-code-crewai-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.

Sponsored

Ads related to crewai-rag-chatbot and adjacent AI workflows.