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HALO Core Documentation

Welcome to the HALO Core documentation. HALO (Holistic Agent Logical Orchestrator) Core is an intelligence workspace for teams that need to turn raw information into clear, usable outputs.

Audience Documentation
End Users User Handbook
Administrators Admin Guide
Developers Technical Reference

What HALO Core Does

  • Collect sources — files, web findings, connector results
  • Ask questions — source-grounded AI chat
  • Generate outputs — reports, infographics, podcasts, presentations
  • Save insights — reusable notes from your work

Documentation Sections

User Handbook

Complete guide for end users:

Admin Guide

System administration documentation:

Technical Reference

Developer documentation:

Skills

HALO Core uses Agno Skills for domain-specific agent capabilities:

  • Skills Guide — How to create and use skills
  • 15+ pre-built skills for medical, research, marketing, and general tasks

Key Features

Team-Based AI Collaboration

Run specialized AI agents with different roles, instructions, and tools.

Smart Delegation

Multiple coordination modes: direct, skill-based delegation, or team-wide collaboration.

Source-Grounded Responses

Answers are grounded in your selected documents with citations.

Transparent Execution

Inspect tool calls, agent actions, and reasoning traces.

Studio Pipeline

Generate reports, presentations, podcasts, and more from your research context.

Quick Start

# Clone and setup
git clone https://github.com/aizech/halo_core.git
cd halo_core
python -m venv .venv
. .venv/Scripts/activate
pip install -r requirements.txt

# Configure API key
echo 'OPENAI_API_KEY = "sk-..."' > .streamlit/secrets.toml

# Run
streamlit run app/main.py

Resources

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