Your Codebase Has Secrets — Vezlo Helps It Speak AI

Every codebase hides knowledge — logic decisions, architectural patterns, API behaviors, and those “why did we do this?” moments buried deep in commit history.

But here’s the problem: traditional documentation can’t keep up. Code evolves faster than docs. Developers waste hours searching through files, APIs, or outdated Confluence pages to find simple answers.

That’s where Vezlo steps in.
Vezlo transforms your source code into a living knowledge base, enabling developers, end users, and copilots to ask questions—and receive context-aware AI-powered answers.

What Is Vezlo?

Vezlo is an open-source AI assistant SDK and server designed for developers building smart copilots, helpdesks, or internal knowledge tools.

It connects directly with your codebase and converts it into structured, searchable, conversational intelligence — enabling AI assistants that truly understand your product, code, and documentation.

In short:
💡 From Source Code → Knowledge Base → AI Assistant.

How Vezlo Works

Vezlo is designed as a modular system — you can adopt it as a full AI assistant server or integrate its APIs into your own tools.

Here’s how each phase of Vezlo unfolds 👇

🟢 Phase 1 — Source Code to Knowledge Base (Live Now)

• REST API with Swagger documentation for easy setup

• MCP integration for Claude Code and Cursor IDE

• Answer modes for different users: End User, Developer, and Copilot

• Multi-language support (20+ programming languages)

💬 Vezlo reads your repository like a developer, indexes logic, and makes it searchable through natural language.

⚡ Phase 2 — AI Assistant Server (Live Now)

Vezlo now powers real-time, production-ready AI chat experiences with:

• Node.js + TypeScript API server

• WebSocket chat via Socket.io

• Vector search using Supabase & pgvector

• One-click Vercel deployment

• Web setup wizard for fast onboarding

💬 This means you can deploy an intelligent chat system that understands your docs, APIs, and product instantly.

🔍 Phase 3 — AI Response Validation (Planned)

Vezlo is going beyond answers — it’s working on response accuracy validation through:

• Context consistency checks

• Confidence scoring

• Hallucination prevention

💬 Think of it as AI with built-in truth-checking.

🧭 Phase 4 — Guided Application Navigation (Planned)

Vezlo will soon let AI assistants interactively guide users through your app:

• UI component mapping

• Flow understanding

• Step-by-step tutorials

💬 Imagine users asking, “How do I invite a team member?” — and the assistant guiding them through it in real time.

🧩 Phase 5 & 6 — Plugins and Enterprise

From community plugins to private enterprise knowledge bases, Vezlo aims to become the backbone of AI-native development — a framework for the next generation of intelligent support systems.

Why Vezlo Matters

Unlike generic copilots or search tools, Vezlo is context-native — it doesn’t just summarize your docs, it understands your system.

It connects your:

• Source code

• Documentation

• Product logic

• Developer notes

…into one semantic knowledge graph, searchable in real time.

Whether you’re building a developer copilot, a customer support bot, or a product documentation chat, Vezlo turns complexity into clarity.

Get Started

You can start exploring today:

• Docs & API: https://vezlo.org

• GitHub: Open-source repos

• Community: Join the waitlist for plugin access

Let your codebase speak for itself. Build with Vezlo.