Architecture
The infrastructure
behind your conversations
DialogueDB handles the parts of conversation infrastructure that are easy to get wrong: isolating tenant data, remembering across sessions, and making every message searchable by meaning. Explore how each one works.
Feature architecture
Explore the architecture
The systems that would each take weeks to build and secure yourself,
handled through one API.
Data Isolation
Multi-Tenant Isolation
Isolate every customer at the database partition key, not a query filter you might forget. Cross-tenant leaks become impossible by design.
ExplorePersistent Memory
Conversation Memory
Give your AI memory that carries across every session, scoped to the right user and searchable by meaning. It lives with your conversations.
ExploreHow Search Works
Auto-Vectorization
Every message is embedded automatically as it is stored, so semantic search works out of the box with no vector pipeline to build or manage.
ExploreSearch
Full-Text and Semantic Search
Query conversations by exact keywords or by meaning across every message, with filters for dates, roles, and metadata built in.
Context Management
Conversation Summarization
Condense long conversations into summaries with your own LLM, so you can optimize context windows and keep token costs predictable.
Agent Access
MCP Server
Connect AI agents directly to Claude Desktop, Cursor, or any MCP client, with OAuth built in. One URL, zero code.
Scalability
Elastic Scale
Handle ten conversations or ten million without changing your architecture. Capacity grows with you, nothing to provision.
Operations
Fully Managed
No databases to provision, no indexes to tune, no backups to schedule. The infrastructure runs itself so you can focus on your app.
Compatibility
Platform Agnostic
Works with OpenAI, Anthropic, Gemini, LangChain, llm-exe, or any LLM framework. Bring your own model and swap it anytime.
Developer Experience
Minutes to Integration
One API key and an SDK for your language. Connect your app and start storing conversations in minutes, with no infrastructure to stand up.
One API for the hard parts of
conversation infrastructure
Storage, isolation, memory, search, and summarization, handled by the database instead of your application code.