RAG Engine
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Context-Aware AI

Conversation Memory

Build AI assistants that remember context and maintain coherent, multi-turn conversations.

The Challenge

❌ Without Conversation Memory:

  • • Users repeat themselves every message
  • • AI forgets context mid-conversation
  • • Follow-up questions fail completely
  • • Frustrating, robotic interactions

✓ With RAG Engine Memory:

  • • Full conversation history retained
  • • Natural follow-up questions work
  • • Context builds across turns
  • • Human-like conversation flow

See It In Action

Notice how the AI understands context from previous messages

Example 1

U
What is our refund policy?
AI
Our refund policy allows returns within 30 days of purchase for a full refund...
U
What about digital products?
AI
For digital products specifically, refunds are available within 14 days if the product hasn't been downloaded...

Example 2

U
How do I set up SSO?
AI
To set up SSO, go to Settings → Security → Single Sign-On...
U
Does it work with Okta?
AI
Yes! Okta is fully supported. Here's how to configure it with the SSO settings we just discussed...

How It Works

Intelligent context management for natural dialogue

1

Context Retention

AI remembers the full conversation history, enabling natural follow-up questions without repetition.

2

Multi-Turn Dialogue

Support complex, multi-step conversations that build on previous exchanges.

3

Session Management

Automatically manage conversation sessions with configurable memory windows.

4

Persistent Memory

Optionally persist conversations across sessions for returning users.

Use Cases

Customer Support

Handle complex support tickets with context-aware conversations.

User Onboarding

Guide users through setup processes step by step.

Research Assistant

Support iterative research with building context.

Sales Conversations

Maintain context across sales qualification flows.

Comparison

True conversation memory sets us apart

FeatureRAG EngineLangChainLlamaIndexPinecone
Multi-turn context~~
Automatic summarization
Cross-session memory
Token-efficient context~~
Memory analytics

Works Great With

Ready to Get Started?

Build smarter AI assistants with conversation memory today.

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