RAGWire AI Agent
by laxmimeritProduction-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
RAGWire is an open-source ai agent by laxmimerit, written mainly in Python, with 50 GitHub stars and the MIT license. Its code was last updated Aug 14, 2026. The latest PyPI release is ragwire 1.6.1, published Aug 14, 2026, with 152 downloads last week.
Scan summary: scanned Nov 5, 2026 at commit 51037d6. No capabilities flagged by our checks. Scan policy
What RAGWire can touch
- Our checks did not find this. The tool may still do it.Run shell commandsNot seen in this scan
- Our checks did not find this. The tool may still do it.Run dynamic codeNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or write filesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read environment and secretsNot seen in this scan
- Our checks did not find this. The tool may still do it.Control a web browserNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to databasesNot seen in this scan
- Our checks did not find this. The tool may still do it.Read or send messagesNot seen in this scan
- Our checks did not find this. The tool may still do it.Touch money or tradingNot seen in this scan
- Our checks did not find this. The tool may still do it.Connect to the internetNot run in this scan
"Not seen" means our checks did not find it, and the tool may still do it. Covers commit 51037d6, Nov 5, 2026. See the scan policy.
Before you install RAGWire
AgenticMart scanned RAGWire on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What it can access
- An AI agent decides its own next steps and calls whatever tools you give it, so its risk depends on the access you grant.
Before you install
- Pin the version you reviewed instead of always installing the latest release.
- Read the tool list or scripts before the first run, and keep approval prompts on for actions that write, send or delete.
- Maintained by laxmimerit on GitHub, 50 stars and 18 forks. Popularity is not proof of safety.
- Last code change: Aug 14, 2026.
- Open-source license: MIT.
RAGWire is an open-source ai agent by laxmimerit, written mainly in Python. Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
At a glance
- Stars
- 50
- Forks
- 18
- Language
- Python
- License
- MIT
- Created
- Mar 2026
- Last update
- Aug 14, 2026
- Type
- AI Agent
- Price
- Free
Topics
Questions about RAGWire
What is RAGWire?
Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.
Who maintains RAGWire?
RAGWire is maintained by laxmimerit on GitHub (laxmimerit/RAGWire). AgenticMart lists it from public repository data.
Is RAGWire safe to use?
AgenticMart scanned RAGWire on Nov 5, 2026 with automated checks for hidden code, known-malicious packages, leaked secrets and vulnerable dependencies. The result covers one commit under our scan policy, so review what access you give it and check any advisories shown here.
What license does RAGWire use?
It is published under the MIT license.
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