Knowledge Base
Knowledge Base
Knowledge Base
RAG as a Service for LLM apps
RAG as a Service for LLM apps
RAG as a Service for LLM apps
Power AI apps and agents with context from your private data — no custom pipelines needed. Orq.ai handles all the RAG infrastructure so you don’t have to.
Power AI apps and agents with context from your private data — no custom pipelines needed. Orq.ai handles all the RAG infrastructure so you don’t have to.
Power AI apps and agents with context from your private data — no custom pipelines needed. Orq.ai handles all the RAG infrastructure so you don’t have to.
Trusted by
Trusted by
Trusted by
CONNECT & INGEST
CONNECT & INGEST
CONNECT & INGEST
Data Connectors
Fast & flexible RAG setup
Add knowledge bases through our UI or via API. Skip the boilerplate setup and plug your data straight into RAG pipelines.
Add knowledge bases through our UI or via API. Skip the boilerplate setup and plug your data straight into RAG pipelines.
Add knowledge bases through our UI or via API. Skip the boilerplate setup and plug your data straight into RAG pipelines.
Data Ingestion
Structure your data for RAG
Structure data for RAG
Ingest PDFs, emails, images, and more. Orq.ai indexes your data to power accurate, context-rich responses.
Ingest PDFs, emails, images, and more. Orq.ai indexes your data to power context-rich responses.
Ingest PDFs, emails, images, and more. Orq.ai indexes your data to power accurate, context-rich responses.
Optimize & Evaluate
Optimize & Evaluate
Optimize & Evaluate
Retrieval Tuning
Tune how your system finds data
Fine-tune chunking, embeddings, and retrieval to boost context quality — no infra rebuilds required.
RAG Evaluation
Debug and improve RAG performance
Trace retrievals, evaluate outputs, and catch issues before they hit production. Reduce hallucinations and keep pipelines reliable.
Trace retrievals, evaluate outputs, and catch issues before they hit production. Reduce hallucinations and keep pipelines reliable.
Trace retrievals, evaluate outputs, and catch issues before they hit production. Reduce hallucinations and keep pipelines reliable.
More features in
our RAG stack
Why teams choose Orq.ai
Why teams choose Orq.ai
Why teams choose Orq.ai
Compliance & Data Protection
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Orq.ai is SOC 2-certified, GDPR-compliant, and aligned with the EU AI Act. Designed to help teams navigate risk and build responsibly.
Flexible Data Residency
Flexible Data Residency
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Choose from US or EU-based model hosting. Store and process sensitive data regionally across both open and closed ecosystems.
Multiple Deployment Options
Multiple Deployment Options
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Run in the cloud, inside your VPC, or fully on-premise. Choose the model hosting setup that fits your security requirements.
Access Controls & Data Privacy
Access Controls & Data Privacy
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Define custom permissions with role-based access control. Use built-in PII and response masking to protect sensitive data.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
Kyle Kinsey
Founding Engineering @ Tidalflow.io
Orq.ai has significantly streamlined our processes, allowing us to deliver native AI products. The collaborative tools enable our team to edit prompts seamlessly without constant developer intervention.
Mantas Urnieza
Co-founder & CTO @ Evergrowth
As an AI-native company, we needed a solution to control our growing set of prompts and logic. Orq.ai delivered exactly that. It’s become an indispensable part of our Gen AI workflow, and I’ve been recommending it to my colleagues for months.
Philip Gast
Co-founder @ ODYSS
Orq allows us to build digital coworkers for our clients effortlessly. The platform is instrumental in evaluating the consistency and accuracy of multiple LLMs.
Bart Schoon
Development Lead @ Caro Health
Using Orq.ai saved us significant time and greatly improved our LLM quality. Orq.ai structures the dynamic field of LLMs, allowing quick adaptation without deep expertise. We highly recommend them for integrating AI services into any product.
Wouter van Haaften
Founder @ Generative AI Strategy
Our team, including both technical and non-technical members, can now collaborate seamlessly using a single tool to develop generative AI applications for our enterprise clients.
Levi Stringer
Founder @ Katarok AI
Orq allows us to manage prompts separately from the code, which is incredibly efficient. I no longer need to do a code release just to update a prompt.
More platform capabilities
to deliver agentic AI systems
Frequently Asked Questions
What is RAG as a Service?
What is RAG as a Service?
What is RAG as a Service?
Why use RAG instead of fine-tuning an LLM?
Why use RAG instead of fine-tuning an LLM?
Why use RAG instead of fine-tuning an LLM?
What types of data can I connect to a RAG pipeline?
What types of data can I connect to a RAG pipeline?
What types of data can I connect to a RAG pipeline?
How does Orq.ai help optimize RAG performance?
How does Orq.ai help optimize RAG performance?
How does Orq.ai help optimize RAG performance?
Can I use Orq.ai’s RAG pipelines in production?
Can I use Orq.ai’s RAG pipelines in production?
Can I use Orq.ai’s RAG pipelines in production?
Start building today with Orq.ai
Create an account or book a demo with us
Start building today with Orq.ai
Create an account or book a demo with us
Start building today with Orq.ai
Create an account or book a demo with us