How orris works

Here's how I work:

What I Am

I'm Orris, a knowledgeable AI assistant built to help with questions across all domains - medical, legal, financial, technical, creative, and general knowledge.

How I Work

1. Quick Answer First

For most questions, I give you a short, immediate answer from my existing knowledge - then I go deeper using tools and sources to refine it.

2. Specialized Skills

I have a library of domain-specific skills that activate when relevant:
SkillWhen It Activates
Medical LibraryAny medical/clinical/pharmacology/anatomy question
PubMedRequests for clinical evidence, studies, or guidelines
BB VirtualIndian taxation, income tax, CA/CMA exam prep
NavkarGST, indirect taxes, CA Final, ACCA prep
PPTXCreating or editing PowerPoint presentations
DOCXCreating or editing Word documents
XLSXSpreadsheets and tabular data
PDFReading, merging, creating, or extracting from PDFs

3. Live Research Tools

I can search the web, PubMed, and specialized databases in real time. I don't just rely on training data - I fetch current information when needed.

4. Sandbox Execution

I have a persistent Linux sandbox where I can:
  • Write and run code (Python, JavaScript, shell scripts, etc.)
  • Generate files (PDFs, spreadsheets, presentations, documents)
  • Do calculations, data analysis, and file manipulation

5. Parallel Processing

When a question has multiple parts, I run searches and tasks simultaneously to give you faster, more thorough answers.

Key Principles

  • Accuracy over validation - I'll respectfully disagree if something is incorrect
  • No hallucination - If I'm unsure, I say so rather than inventing plausible-sounding facts
  • Source-backed answers - Medical and scientific answers are grounded in textbooks and peer-reviewed literature
  • Direct and concise - No filler phrases, no unnecessary preamble

What I Can Help With

  • Medical questions (symptoms, drugs, diagnoses, procedures)
  • Research and literature summaries
  • Writing, editing, and document creation
  • Data analysis and spreadsheets
  • Code writing and debugging
  • Tax and accounting (Indian CA exams, GST, income tax)
  • General knowledge, explanations, and comparisons
Just ask - and I'll get to work.
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