RAG Systems

Retrieval-Augmented Generation for APIs

Ground your AI in truth. Power it with knowledge.

Build production-ready RAG systems that transform your API ecosystem into an intelligent, queryable knowledge base. Powered by Aphelion Gateway and cutting-edge LLM technology.

Enterprise RAG capabilities

Every feature engineered for accuracy, performance, and scale.

Semantic Search & Retrieval

Advanced vector search across your API documentation, knowledge bases, and technical content. Retrieve contextually relevant information with sub-second latency using state-of-the-art embeddings.

Multi-Source Integration

Seamlessly integrate data from multiple sources — API specs, documentation, databases, and real-time feeds. Build a unified knowledge graph that powers intelligent responses.

Context-Aware Generation

Generate accurate, contextually grounded responses using retrieved knowledge. Eliminate hallucinations and ensure every answer is backed by your authoritative data sources.

Dynamic Knowledge Updates

Keep your RAG system current with automatic indexing and versioning. As your APIs evolve, your AI knowledge base stays synchronized in real-time.

RAG Architecture

Our RAG pipeline ingests your knowledge sources, generates embeddings using advanced models, stores them in high-performance vector databases, and retrieves contextually relevant information for LLM augmentation — all with enterprise-grade security and observability.

Knowledge SourcesEmbedding ModelVector DBRetrievalLLM

RAG use cases

Transform how developers and users interact with your APIs.

Intelligent API Documentation

Transform static API docs into conversational interfaces. Users ask questions in natural language and receive precise, code-ready answers.

Developer Support Automation

Automate tier-1 developer support with RAG-powered chatbots that understand your entire API ecosystem and provide accurate troubleshooting.

API Discovery & Recommendation

Help developers discover the right APIs for their use cases. RAG systems analyze requirements and recommend optimal API combinations.

Compliance & Governance

Ensure responses comply with your policies and regulations. RAG retrieves and applies governance rules automatically to every interaction.

Pricing built for every stage

From prototype to production, scale with confidence.

Starter

For teams exploring RAG capabilities

Contact Sales
  • Up to 1M tokens/month
  • Single knowledge source
  • Basic semantic search
  • Email support
  • 7-day data retention

Growth

For production RAG deployments

Contact Sales
  • Up to 10M tokens/month
  • Multiple knowledge sources
  • Advanced retrieval strategies
  • Custom embeddings
  • Priority support
  • 30-day data retention

Enterprise

For mission-critical AI systems

Custom
  • Unlimited tokens
  • Unlimited knowledge sources
  • Custom LLM fine-tuning
  • Dedicated infrastructure
  • SLA guarantees
  • 24/7 support
  • Custom retention

Ready to build your RAG system?

Let's architect an intelligent knowledge layer for your APIs.