Vikas Gupta
AI & ML interests
Organizations
News App
Search DuckDuckGo news and view formatted results
LLM02 β Secured RAG Knowledge Assistant
LLM02 mitigated β classified retrieval, PII redaction.
LLM01 β Secured Support Chat (Prompt Injection Mitigations)
LLM01 mitigated β safe prompt, checks, output redaction.
LLM01 β Vulnerable Support Chat (Prompt Injection)
LLM01 demo β secrets in prompt, no input/output guards.
LLM09 β Secured Advisor (RAG + Citations + Disclaimers)
LLM09 mitigated β verified KB, citations, disclaimers.
LLM09 β Vulnerable βExpertβ Advisor (Misinformation)
LLM09 demo β ungrounded answers, high temperature.
LLM06 β Secured Agent (Least Privilege + Human-in-the-Loop)
LLM06 mitigated β minimal tools, read-only, review queue.
LLM06 β Vulnerable Tool-Calling Agent (Excessive Agency)
LLM06 demo β overpowered tools, auto-execute, SQLite.
LLM02 β Vulnerable RAG Knowledge Assistant
LLM02 demo β sensitive RAG chunks, no RBAC or filters.
Flex Gateway
Send test HTTP requests and see responses
Sequentialthinking Mcp
Sequential Thinking MCP Server (Gradio + Python)
Weather MCP
AI Assistant (smolagents + MCP)
Chat with an AI assistant that can use external tools
Open Brain
Capture and semantically search your notes with local embeddings
Weather Server
Get weather forecasts for any location instantly
Chat UI
Chat with openβsource AI models
Agentic RAG
Answer questions using ArXiv research papers