rag ai
We build Retrieval-Augmented Generation systems that combine the power of large language models with your proprietary data. Transform how your organization accesses and utilizes knowledge with custom RAG AI solutions.
Enterprises trust our RAG AI development expertise
Our Solutions
Build Your Internal Tools
Stop paying thousands for multiple SaaS tools. Build custom AI systems using your company data that work exactly how your business operates.
Smart Podcast & Content Systems
Feed all your podcasts, books, and content into AI systems that instantly find specific insights, quotes, and research across your entire knowledge library
Research & Forecasting Platform
Create intelligent research systems that analyze market trends, predict outcomes, and provide data-driven insights for strategic business decisions
Intelligent Document Assistant
Transform scattered documents and files into smart AI assistants that understand context and provide instant answers from your proprietary information.
Industry-Specific
Document Intelligence RAG
PDF and document processing
Automated content extraction
Semantic search capabilities
Document classification systems
Business Intelligence RAG
Financial report analysis
Market research synthesis
Competitive intelligence systems
Strategic planning assistants
Technical Documentation RAG
API documentation search
Code repository knowledge systems
Technical troubleshooting guides
Engineering knowledge bases
Customer Experience RAG
Customer data analysis
Support ticket intelligence
Product feedback processing
User behavior insights
Our Capabilities
Vector Database Integration
Pinecone and Weaviate implementations
ChromaDB for local deployments
Custom embedding strategies
Semantic search optimization
LLM Integration Expertise
OpenAI GPT integration with RAG
Anthropic Claude RAG implementations
Open-source model fine-tuning
Multi-model RAG architectures
Data Processing Pipelines
Document parsing and chunking strategies
Metadata extraction and indexing
Real-time data synchronization
Multi-format content processing
Tech Stack
AI/ML Technologies:
Data & Platform Services:
Why magic.AI?
Accuracy & Relevance
Advanced retrieval strategies ensure the most relevant information is used to generate accurate, contextual responses.
Scalable Architecture
RAG AI systems that grow with your data, handling millions of documents while maintaining fast response times.
Custom Integration
Seamless integration with existing databases, document management systems, and business applications
