Architecture: The RAG Pipeline
Click on any stage below to explore our advanced processing capabilities, from ingestion to generation.
Intelligent Document Processing
Our ingestion engine handles unstructured data from diverse sources including direct File Uploads, URLs, and Google Drive integrations. We go beyond simple text extraction.
Key Features
Flexible Architecture
One platform, two powerful deployment modes. Choose the integration that fits your stack.
Semantic Search Engine
Retrieval Only
Use our high-performance vector API to power search bars, recommendation feeds, or existing applications. We return ranked document chunks with relevance scores.
- Low-latency retrieval
- Hybrid keyword + vector ranking
- Raw metadata access
AI Agent (Context Engine)
Retrieval + Generation
Deploy a full reasoning engine. The system retrieves context, ranks it, and uses an LLM to synthesize a natural language answer with citations.
- Multi-turn conversation history
- Grounded answers with citations
- Short & Long Memory built in
Python SDK
Type-safe Client
Type-safe client with async support, Short & Long Memory, auto-retry. Get started in minutes with full IDE support.
n8n Integration
Workflow Automation
Use GuidedMind RAG inside your n8n workflows. Official node available — drag-and-drop document ingestion and hybrid search for any automation.
View n8n nodeBuilt for Business
From legal firms to e-commerce giants, our platform adapts to your industry's data.
Legal Knowledge Base
Law firms and legal departments
Index your contracts, case law and legal texts. Get precise answers with source citations. Save hours of document research.
E-commerce Chatbot
Online stores and marketplaces
Create an assistant that knows your entire product catalog. Personalized recommendations, technical Q&A, 24/7 sales support.
HR & Onboarding
Human resources departments
Centralize your internal procedures, policies, and handbooks. New employees autonomous from day one. Instant answers to common questions.
Customer Support
After-sales and helpdesk services
Technical knowledge base accessible in natural language. Reduced resolution time. Better-equipped agents with the right information.
Research & Monitoring
R&D teams and analysts
Explore thousands of research documents, patents, articles. Identify trends and connect information across different sources.
AI Agent Builder
Developers building stateful agents
Build stateful agents with built-in Short Memory (session) and Long Memory (user context). Your agent remembers what was said — and recalls it across sessions.
Run it on your own machine
Point the desktop client at a local model and keep every document, conversation and generated file on the machine it was created on. Each chat gets its own sandbox, and nothing leaves it.
macOS 13+ · Windows 10+ · Linux coming soon
Production-Grade Security
Your data security is our top priority. We're committed to the highest standards of compliance and protection.
End-to-End Encryption
All data encrypted in transit and at rest using industry-standard AES-256 encryption.
SOC 2 Compliance
Expected Q2/Q3 2026
Secure Infrastructure
Hosted on enterprise cloud infrastructure with continuous monitoring and automatic failover.