Moorcheh: Intelligent Search & AI Infrastructure, Simplified
Build next-generation AI applications with unprecedented speed, accuracy, and security. Moorcheh provides the foundational semantic engine and tools to transform how you interact with your data, whether in the cloud or at the edge.
Complete Semantic Intelligence Platform
Empowering developers and organizations with cutting-edge AI tools built on information-theoretic foundations
Moorcheh Search & RAG API (v1) ✨
Your Serverless Gateway to Blazing-Fast Semantic Search & Instant RAG
Integrate Moorcheh's core MIB+ITS engine into any application with our robust, scalable RESTful API. Manage namespaces, ingest text or vectors, perform complex searches, run advanced analyses, and now, generate contextualized AI responses with a single API call.
Key Features:
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Comprehensive Endpoints: Full lifecycle management for Namespaces (CRUD), Data Ingestion (text with auto-embedding, or pre-computed vectors), multi-faceted Search, and granular Data Deletion.
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Advanced Analysis: Unlock deeper insights with Eigenvector extraction, semantic Graph data, and UMAP visualizations.
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🚀 NEW - Generative AI Response (RAG-in-a-Box):
Effortless RAG: Send your query, and Moorcheh performs semantic search, automatically forms an optimized prompt with the most relevant context, and generates a comprehensive response using state-of-the-art AI models.
Streamlined Workflow: Eliminates the complexity of building and maintaining multi-step RAG pipelines, saving significant development time and reducing latency.
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API Key Authentication: Secure access with tiered Usage Plans (Community, Professional, Pro Plus) managing quotas and rate limits.
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Real-time Data Updates: No manual re-indexing required; changes are reflected immediately.
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Serverless & Scalable: Built on AWS serverless infrastructure for automatic scaling and pay-as-you-go efficiency.
Ideal For:
- •Developers building RAG systems for LLMs
- •Backend services requiring semantic search
- •Custom application integrations
- •Rapid prototyping of AI features
Moorcheh Search & RAG API
Semantic search and generative AI responses in a single API call
// Example API call for RAG
fetch('https://api.moorcheh.ai/v1/answer', {
method: 'POST',
headers: {
'Content-Type': 'application/json',
'x-api-key': 'YOUR_API_KEY'
},
body: JSON.stringify({
namespace: 'my_documents',
query: 'How does information theory improve search?',
top_k: 3,
threshold: 0.7,
kiosk_mode: true
})
})Moorcheh Python SDK 🐍
Semantic Power, Pythonic Simplicity
Our Python SDK provides an intuitive, developer-friendly interface to the Moorcheh Search & RAG API. Abstract away HTTP complexities and work with Python objects and methods directly.
Key Features:
- ✓Easy client initialization and authentication
- ✓Methods for all API endpoints
- ✓Built-in error handling and custom exceptions
- ✓Context manager support for automatic connection handling
- ✓Comprehensive logging and debugging support
Ideal For:
Python developers, data scientists, ML engineers building applications with Moorcheh.
Moorcheh Secure Infrastructure & Deployment 🛡️
Your Data, Your Control, Our Expertise
For organizations with stringent data residency or security requirements, the entire Moorcheh backend infrastructure can be deployed into your own private AWS cloud environment. You maintain full control over your data and the operational environment.
Key Features:
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Security First architecture
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Private Cloud Ready
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Industry best practices
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Pursuing SOC 2 certification
Ideal For:
Enterprises, regulated industries, organizations requiring maximum data control.
Moorcheh Secure Chatbots 🤖💬
Chatbots That Understand, Securely & Reliably
Build next-generation chatbots that are deeply contextually aware, powered by Moorcheh's semantic understanding of your private knowledge bases, with enhanced security and reliability.
Key Features:
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Grounding on Moorcheh namespaces
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ITS-based relevance scoring
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Factual, reliable responses
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Enterprise-grade security
Ideal For:
Enterprise knowledge assistants, secure customer service automation, specialized information retrieval bots.
Moorcheh on Edge 📱
Under DevelopmentIntelligent Search & AI, Anywhere
We are actively developing Moorcheh on Edge, designed to bring the power of our efficient binarized search and AI capabilities to resource-constrained edge devices.
Key Features:
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Lightweight models
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Optimized binary index formats
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Low-latency local search
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On-device RAG capabilities
Ideal For:
IoT applications, mobile app developers, robotics, offline AI, privacy-centric on-device processing.