Quickstart

Get Zorora running and execute your first deep research query in three steps.

Prerequisites

• Python 3.8+
• LM Studio running on http://localhost:1234 with a loaded model (e.g., Qwen3-4B)

Step 1: Install

Download the latest release and install:

# Download from GitHub Releases
# https://github.com/AsobaCloud/zorora/releases/tag/v3.0.0-prod

# Then install:
pip install -e .

Step 2: Start the REPL

zorora

Step 3: Run your first query

[1] > What are the latest developments in large language model architectures?

Zorora automatically detects research intent, aggregates sources from academic databases and the web, scores credibility, and synthesizes findings with citations.

Next steps

• Installation — Alternative install methods (pip, source)
• Configuration — API keys, model selection, web search setup
• Terminal REPL — Full terminal interface guide
• Web UI — Browser-based research interface
• Research Workflow — Deep dive into the research pipeline