RAG is brutally complex.
We built everything you need.
Stop rebuilding the same RAG stack. GuidedMind cuts weeks of infrastructure work down to a single API — with Hybrid Search, GraphRAG, MCP, and SDK support built in.
Free tier — no credit card required
RAG Search Agent
Vector chunks are enriched with structured fields for precise pre-filtering and hybrid search.
Ready to search
Click the send button to visualize the agent workflow
GraphRAG Knowledge Graphs
Automatically extract entities and relationships from documents. Cross-document linking, smart graph editor, and configurable extraction depths.
Hybrid Search
Combine dense vector search with sparse BM25 retrieval. Metadata filtering, similarity thresholds, and cross-encoder re-ranking for optimal results.
RAG Configurator
Full control over chunking strategies, embedding models, and retrieval pipelines. Clone any project in one click — fork a working config as your starting point.
API, SDK & MCP
Connect via REST API, Python SDK, or MCP server. Works natively with Claude, Cursor, and Windsurf.
Eval & Benchmarking
Compare two projects side-by-side. Measure retrieval quality, latency, and ranking accuracy. Know your config improved — no guessing.
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 (RAG)
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.
Enterprise-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 Q3/Q4 2026
Secure Infrastructure
Hosted on enterprise cloud infrastructure with continuous monitoring and automatic failover.