🌐 AI & Copilot Working Live Demo & Case Study Proprietary Production Build (Source Code Not For Download) ★ Featured Flagship

OmniAgent: Enterprise Multi-Agent Support & RAG Knowledge Hub

Autonomous Multi-Agent Helpdesk, Multi-Source RAG Knowledge Search & Ticket Copilot

By MockAttempt AI & Systems Labs • v2.1.0 • Responsive Web App • Verified Production Build • ★ 4.97

Hire Us To Build A Similar Project Request Demo Walkthrough

🔒 Working Demo Only • Source Code Proprietary Custom Engineering Available

🚀 Proven Engineering Showcase

Production System Engineered by MockAttempt

Live Working Showcase Demo Source code is proprietary & not for download

OmniAgent: Enterprise Multi-Agent Support & RAG Knowledge Hub is a production-grade software system engineered by MockAttempt. We present this interactive case study and demo to showcase our architectural expertise, performance benchmarks, and user experience craftsmanship. This demonstration is for capability evaluation — source code is proprietary and not offered for download. Hire our senior software engineering division to develop a bespoke system for your business with full intellectual property transfer.

🛡️ Engineering Standards Included When You Hire Us:

✓

Full Source Code & IP Ownership:

When we build your project, you receive complete intellectual property transfer, uncompiled clean source code, and full Git repository ownership.

✓

Enterprise Scalability & Clean Architecture:

Engineered with domain-driven design, optimized database indexing, caching strategies, and decoupled REST / GraphQL / gRPC APIs.

✓

Production CI/CD & Infrastructure as Code:

Automated Docker containerization, Kubernetes configurations, GitHub Actions pipelines, and cloud infra provisioned on AWS/GCP/Azure.

✓

Guaranteed 30-Day Stabilization Warranty:

Every bespoke project includes 30 days of post-deployment production monitoring, hotfix guarantees, and dedicated engineer support.

Technology Stack Demonstrated in this Build:

Python 3.11 FastAPI LangChain LlamaIndex pgvector React 18 Tailwind CSS Gemini & Claude API

Have a project in mind? • Direct senior architect consultation & transparent milestones

Hire Us To Build A Similar System →

🛠️ Bespoke Engineering Services

Looking for Custom Software Built to Your Requirements?

Whether you need an MVP SaaS, enterprise ERP, high-throughput microservices, or AI agent workflow, MockAttempt delivers production software on time, under budget, and with full commercial IP transfer.

✓ Fixed-Milestone Delivery

✓ Full Codebase Ownership

✓ 30-Day Post-Launch SLA

Request Custom Project Scope

Project Overview & Architectural Design

Project Overview & Client Context

OmniAgent was engineered by MockAttempt for a high-growth SaaS customer service division, autonomously resolving 68% of Tier-1 inbound support queries with under 2-second median response times.

Proprietary Notice

This project is featured as a live demonstration of software engineered by MockAttempt. The source code is proprietary client intellectual property and is not available for sale or download. Partner with our AI engineers to deploy private LLM copilots or agentic workflows.

Key Architectural Highlights

Hybrid Vector Search: Combines BM25 keyword matching with dense vector embeddings via Reciprocal Rank Fusion (RRF) in PostgreSQL pgvector.
Multi-Agent Orchestration: Specialized autonomous agents for technical troubleshooting, billing queries, policy lookups, and human escalation.
Automated Hallucination Guardrails: Validates answers against retrieved source documents with automated faithfulness and answer relevance scoring.
Multi-Source Data Ingestion: Automated chunking and embedding pipelines for PDFs, Markdown manuals, Notion docs, and Zendesk ticket archives.

Key Engineering Features & Modules

Hybrid Vector Search (BM25 Keyword + Dense Embeddings with RRF)

Multi-Agent Query Routing with Autonomous Tool-Calling Agents

Hallucination Detection & Faithfulness Confidence Scoring Engine

Multi-Format Ingestion (PDF, Word, CSV, Notion & Live Web URLs)

Seamless Human Agent Takeover with Live Conversation Context Summary

Role-Based Administrative Dashboard with Token Usage & Cost Analytics

Installation & Setup Guide

Test the interactive AI demonstration on this page or hire MockAttempt's AI engineering team to build custom enterprise agents.

Version 2.1.0 Changelog

Version 2.1.0: Added Llama 3 local inference and agentic tool-calling capabilities.

Interactive Showcase & Demos

1. Production Demo ONLINE

Live system deployment showcasing real-time UI, microservices, and system architecture.

Request Guided Walkthrough →

Source Code Status PROPRIETARY

This codebase is proprietary client IP and strictly not available for download. It is displayed solely as a demonstration of our team's engineering capabilities.

Hire Us For Your App AVAILABLE

We develop bespoke web platforms and mobile apps with 100% source code ownership delivered directly to you.

Get Custom Project Scope →

Project Specifications

Developer: MockAttempt AI & Systems Labs
Current Version: 2.1.0
Platform: Responsive Web App
Category: AI & Copilot
Package Size: Cloud Web App
Access Format: Interactive Showcase Demo
Source Code: Proprietary (Demo Only • Not For Download)
Downloads: 1,650
Last Updated: Oct 25, 2026

System Requirements

Supported Browsers

Chrome, Firefox, Safari, Edge

AI Pipeline

Python FastAPI Microservices with PostgreSQL pgvector

Models Supported

Gemini 1.5 Pro, Claude 3.5 Sonnet, GPT-4o, Local Llama 3

Developer & Support

Maintained by MockAttempt AI & Systems Labs. For custom modifications, university viva guidance, or enterprise licensing, reach out to our team.

support@mockattempt.com Developer Website →

Verified & Clean Guarantee

Every executable and source package is scanned for vulnerabilities, clean of malware, and verified for high academic and industry standards.

More Software & System Demos

Interview Cracker

Desktop Application

Real-Time AI Teleprompter & Live Code Copilot for Windows (Download & Test Live Demo)

Desktop Client Explore Demo →