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MemFree
Open-source AI-powered hybrid search engine for instant answers across web and internal data
About MemFree
MemFree is an open-source hybrid AI search engine designed to revolutionize how organizations access and retrieve information. It combines semantic search capabilities with traditional keyword matching to deliver accurate, contextually relevant answers from both public web sources and proprietary internal data. The platform leverages advanced AI models to understand user intent and provide instant results without information silos. AiDOOS enhances MemFree deployment through seamless enterprise integration, ensuring simplified onboarding, scalable infrastructure management, and governance frameworks suited for compliance-heavy environments. The hybrid architecture allows businesses to maintain data sovereignty while benefiting from AI-powered search intelligence. Organizations can deploy MemFree on-premises, in the cloud, or in hybrid configurations based on their requirements. AiDOOS marketplace integration accelerates time-to-value through pre-configured deployment templates and managed service options, enabling enterprises to focus on search optimization rather than infrastructure complexity.
Challenges It Solves
- Information scattered across disconnected systems reduces decision-making speed
- Traditional search engines fail to understand context and user intent
- Proprietary search solutions create vendor lock-in and limit customization
- Organizations struggle to leverage both internal and external data sources efficiently
- Knowledge workers waste time navigating multiple tools for comprehensive search
Use Cases
Enterprise Research & Development
R&D teams use MemFree to search patent databases, scientific literature, and internal research archives simultaneously, accelerating innovation cycles.
Customer Support & Knowledge Management
Support teams leverage MemFree to instantly access solutions from internal documentation, FAQs, and customer databases, improving response times.
Legal & Compliance Document Search
Legal departments search vast document repositories, contracts, and regulatory databases to ensure compliance and support due diligence processes.
Business Intelligence & Analytics
Analysts use MemFree to correlate data from multiple internal systems and external sources for comprehensive market and competitive intelligence.
Internal Knowledge Portal
Organizations create unified knowledge portals where employees search policies, procedures, best practices, and project information across departments.
Pricing
Pricing available on request
MemFree pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.
Key Features
Combines semantic and keyword search for comprehensive results
Delivers 3x more relevant results than traditional search methodsGenerates accurate, contextual answers from multiple sources
Reduces information retrieval time by up to 70%Searches across proprietary databases and public web sources simultaneously
Single unified interface for all organizational knowledgeFully customizable codebase for enterprise requirements
100% control over deployment, customization, and data handlingContinuously updates search indices for fresh results
Always-current information without manual refresh cyclesDeploy on-premise, cloud, or hybrid based on needs
Flexibility to meet compliance and infrastructure requirementsReviews
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Enterprise Readiness
Integrations
7 total appsDirect integration with PostgreSQL databases for seamless internal data indexing
Compatible with Elasticsearch infrastructure for enhanced search performance
Integrates with popular KMS platforms like Confluence and Sharepoint
Compatible with OpenAI, Claude, and other leading language model APIs
REST API for custom integrations and third-party application connectivity
Integration with document repositories and file storage systems
LDAP and SAML authentication for enterprise identity management
AiDOOS Managed Deployment
Deploy MemFree in
AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.
Prerequisites
Configuration Options
A Virtual Delivery Center for MemFree
Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.
- Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
- Refundable on unused Delivery Units, anytime — no questions asked
- Re-delivery guarantee on acceptance miss
- Pre-flight delivery sizing — you see the plan before you commit
How a Virtual Delivery Center delivers MemFree
Outcome-based delivery via AiDOOS’s VDC model. Why VDC vs traditional consulting? →
Outcome-Based
Pay for results, not hours
Milestone-Driven
Clear deliverables at each phase
Expert Network
Access to certified specialists