Agents are the new workforce. Give them context & memory they need.
Agents are the new workforce. Give them context & memory they need.
Agents are the new workforce. Give them context & memory they need.
VectorDBs suck. AI is stateless. We fix all that.
HydraDB stores the full context, its relationships, decisions around it, and the timeline of how it has evolved.
VectorDBs suck. AI is stateless. We fix all that.
HydraDB stores the full context, its relationships, decisions around it, and the timeline of how it has evolved.
///AgentDB that works
///AgentDB that works
> Setting up index
> Building context graph...
> Resolving relations...
Trusted by engineers from
Trusted by engineers from
///Why HydraDB
VectorDBs are flat document indexes. They fail as soon as you ingest 10M documents and complex enterprise data. The project "strawberry" and the fruit "strawberry" are the same word, but completely different contexts. VectorDBs cannot tell the difference.
Retrieval accuracy collapses at scale. They store no relationships, no decisions, no timeline — just vectors. Similarity is not relevance.
HydraDB fixes this. Continue reading.
///FEATURES
Core Architecture
End-to-End context engineering made easy. The most thoughtful way to make agents stateful with any form of data.
Recall Everything
Assemble context from business data, chat sessions, documents. Remember user preferences while retrieiving.
Highest Recall Accuracy
The highest accuracy context engine for your AI. Learn how we lead LongMemEvals with 90% accuracy.
Distributed
Multi-region availability. Traffic routed to nearest zone.
In memory
Processed in RAM. Ultra low latencies. For AI that cannot afford to wait.
LATENCY
Always <200
ms
///Why HydraDB
VectorDBs are flat document indexes. They fail as soon as you ingest 10M documents and complex enterprise data. The project "strawberry" and the fruit "strawberry" are the same word, but completely different contexts. VectorDBs cannot tell the difference.
Retrieval accuracy collapses at scale. They store no relationships, no decisions, no timeline — just vectors. Similarity is not relevance.
HydraDB fixes this. Continue reading.
///FEATURES
Core Architecture
End-to-End context engineering made easy. The most thoughtful way to make agents stateful with any form of data.
Recall Everything
Assemble context from business data, chat sessions, documents. Remember user preferences while retrieiving.
Highest Recall Accuracy
The highest accuracy context engine for your AI. Learn how we lead LongMemEvals with 90% accuracy.
Distributed
Multi-region availability. Traffic routed to nearest zone.
In memory
Processed in RAM. Ultra low latencies. For AI that cannot afford to wait.
LATENCY
Always <200
ms
///Why HydraDB
VectorDBs are flat document indexes. They fail as soon as you ingest 10M documents and complex enterprise data. The project "strawberry" and the fruit "strawberry" are the same word, but completely different contexts. VectorDBs cannot tell the difference.
Retrieval accuracy collapses at scale. They store no relationships, no decisions, no timeline — just vectors. Similarity is not relevance.
HydraDB fixes this. Continue reading.
///FEATURES
Core Architecture
End-to-End context engineering made easy. The most thoughtful way to make agents stateful with any form of data.
Recall Everything
Assemble context from business data, chat sessions, documents. Remember user preferences while retrieiving.
Highest Recall Accuracy
The highest accuracy context engine for your AI. Learn how we lead LongMemEvals with 90% accuracy.
Distributed
Multi-region availability. Traffic routed to nearest zone.
In memory
Processed in RAM. Ultra low latencies. For AI that cannot afford to wait.
LATENCY
Always <200
ms
///USE CASES
AI is only as good as the context it can access.
The serverless context infra built with in-memory data stores: ultra low latency, highest precision recall, and relationally-aware.
01
Build memory layers
Memory is what separates general from personalized. Maintain long-term awareness across sessions, users, and workflows. Your agents retain relevant knowledge so every interaction builds on the last.
02
Give persistent context
Create structured context stores for your agents that evolve with every interaction. Ingest conversations, documents, and signals into a persistent context layer your AI can query instantly.
03
Make agents stateful
Turn stateless models into systems that understand history and progress. Agents track tasks, decisions, and evolving context to operate reliably in production. Create shared learning layers where multiple agents stay aware of each other and coordinate through a common context.
///USE CASES
AI is only as good as the context it can access.
The serverless context infra built with in-memory data stores: ultra low latency, highest precision recall, and relationally-aware.
01
Build memory layers
Memory is what separates general from personalized. Maintain long-term awareness across sessions, users, and workflows. Your agents retain relevant knowledge so every interaction builds on the last.
02
Give persistent context
Create structured context stores for your agents that evolve with every interaction. Ingest conversations, documents, and signals into a persistent context layer your AI can query instantly.
03
Make agents stateful
Turn stateless models into systems that understand history and progress. Agents track tasks, decisions, and evolving context to operate reliably in production. Create shared learning layers where multiple agents stay aware of each other and coordinate through a common context.
///PLANS
Flexible Deployment
Monthly
Yearly
20% off
Ship
For smaller scale apps
/mo
Up to 5 tenants
Unlimited users
Up to 1M tokens stored per month
Surge
For apps growing rapidly
/mo
Up to 10 tenants, Unlimited users
Up to 100M tokens stored per month
10x higher rate limits
Scale
For enteprise production
Popular
/mo
Unlimited tenants & tokens
Option to self host
Dedicated slack support & advisory
Enterprise Ready
Deploy enterprise-grade AI infrastructure in minutes.
Self host or on premise deployment
Role-based access control (RBAC)
Data residency options
24/7 white-glove support
SSO support (SAML, OAuth)
Audit logs
Custom SLAs
Data encryption (in transit & at rest)
Data encryption (in transit & at rest)
///PLANS
Flexible Deployment
Monthly
Yearly
20% off
Ship
For smaller scale apps
/mo
Up to 5 tenants
Unlimited users
Up to 1M tokens stored per month
Surge
For apps growing rapidly
/mo
Up to 10 tenants, Unlimited users
Up to 100M tokens stored per month
10x higher rate limits
Scale
For enteprise production
Popular
/mo
Unlimited tenants & tokens
Option to self host
Dedicated slack support & advisory
Enterprise Ready
Deploy enterprise-grade AI infrastructure in minutes.
Self host or on premise deployment
Role-based access control (RBAC)
Data residency options
24/7 white-glove support
SSO support (SAML, OAuth)
Audit logs
Custom SLAs
Data encryption (in transit & at rest)
Data encryption (in transit & at rest)
///PLANS
Flexible Deployment
Monthly
Yearly
20% off
Ship
For smaller scale apps
/mo
Up to 5 tenants
Unlimited users
Up to 1M tokens stored per month
Surge
For apps growing rapidly
/mo
Up to 10 tenants, Unlimited users
Up to 100M tokens stored per month
10x higher rate limits
Scale
For enteprise production
Popular
/mo
Unlimited tenants & tokens
Option to self host
Dedicated slack support & advisory
Enterprise Ready
Deploy enterprise-grade AI infrastructure in minutes.
Self host or on premise deployment
Role-based access control (RBAC)
Data residency options
24/7 white-glove support
SSO support (SAML, OAuth)
Audit logs
Custom SLAs
Data encryption (in transit & at rest)
Data encryption (in transit & at rest)