Knowledge Bases (RAG)
Knowledge Bases (RAG)
Knowledge Bases (RAG)
Enrich LLM output with RAG-as-a-Service
Enrich LLM output with RAG-as-a-Service
Enrich LLM output with RAG-as-a-Service
Improve the accuracy and output of your AI products at scale by infusing LLMs with your private Knowledge Bases.
Improve the accuracy and output of your AI products at scale by infusing LLMs with your private Knowledge Bases.
Improve the accuracy and output of your AI products at scale by infusing LLMs with your private Knowledge Bases.
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How It Works
How It Works
How It Works
Knowledge Bases (RAG)
End-to-end RAG workflows for optimal AI-generated responses.
Knowledge Bases
Complete tool suite for RAG workflows
Access robust tooling to build a solid foundation for RAG workflows.
Create knowledge bases based on external data sources that LLM models can access to contextualize responses
Create knowledge bases based on external data sources that LLM models can access to contextualize responses
Allow LLMs to sort through proprietary data by implementing granular control settings on chunking, embedding and retrieval strategies
Allow LLMs to sort through proprietary data by implementing granular control settings on chunking, embedding and retrieval strategies
Speed up the development cycle by equipping engineers with secure out-of-the-box vector databases to handle RAG workflows
Speed up the development cycle by equipping engineers with secure out-of-the-box vector databases to handle RAG workflows
Advanced Workflows
Build RAG pipelines that work
Advanced tooling to optimize RAG pipelines.
Fine-tune and maximize the accuracy of LLM responses to reduce information loss by supporting all embedding and reranking models
Fine-tune and maximize the accuracy of LLM responses to reduce information loss by supporting all embedding and reranking models
Improve your AI product’s trustworthiness by setting up models to include citations documenting the source from which it retrieved data
Improve your AI product’s trustworthiness by setting up models to include citations documenting the source from which it retrieved data
Allow end users to easily access referenced data sources by enabling models to hyperlink to cited documents
Allow end users to easily access referenced data sources by enabling models to hyperlink to cited documents
Full Observability
Get a bird’s eye view of your RAG pipeline
See all interactions happening in your RAG pipeline and get the insights needed to measure performance.
See real-time logs of all retrievals conducted in your workflows to analyze and debug the context that was given to the LLM
See real-time logs of all retrievals conducted in your workflows to analyze and debug the context that was given to the LLM
Apply RAG evaluators to your RAG pipeline and access metrics on performance and hallucinations at every stage of your team’s workflow
Apply RAG evaluators to your RAG pipeline and access metrics on performance and hallucinations at every stage of your team’s workflow
Enterprise Security
Keep your data and knowledge secure
Safeguard the integrity of your AI product by layering on an RAG pipeline designed to meet your data privacy and security requirements.
Easily anonymize and clean up your data from PII before storing it in your Knowledge Bases
Easily anonymize and clean up your data from PII before storing it in your Knowledge Bases
Keep your data within the same environments as your workflows, and let us handle the rest
Keep your data within the same environments as your workflows, and let us handle the rest
Use any generation, embedding, and reranking model within your VPC to ensure no data is leaving your perimeters
Use any generation, embedding, and reranking model within your VPC to ensure no data is leaving your perimeters
Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Customize your workflow
with the right model providers
Integrations
LLM Providers & Models
Orq.ai supports 130+ LLM providers and models to enable teams to build AI products.
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products
Platform Solutions
Discover more solutions
to build reliable AI products
Prompt Management
Full-cycle prompt management for reliable AI products
Experiment
One place for teams to safely experiment with LLM prompts
Knowledge Bases (RAG)
Optimize LLM output with custom RAG workflows
Deploy
Safely bring complex LLM prompts to production
Observe
End-to-end insights to power up your AI system
Evaluate
Out-of-the-box tooling to measure and refine AI products
TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
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.
TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
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.
TESTIMONIALS
Teams worldwide build
AI applications with Orq.ai
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.
Frequently Asked Questions
Frequently Asked Questions
Frequently Asked Questions
What is RAG as a Service?
What is RAG as a Service?
What is RAG as a Service?
How does RAG as a Service improve AI applications?
How does RAG as a Service improve AI applications?
How does RAG as a Service improve AI applications?
What are common use cases for RAG as a Service?
What are common use cases for RAG as a Service?
What are common use cases for RAG as a Service?
How does Orq.ai’s RAG solution ensure performance and scalability?
How does Orq.ai’s RAG solution ensure performance and scalability?
How does Orq.ai’s RAG solution ensure performance and scalability?
How can I implement RAG as a Service in my AI workflow?
How can I implement RAG as a Service in my AI workflow?
How can I implement RAG as a Service in my AI workflow?
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.
Start building AI apps with Orq.ai
Take a 7-day free trial. Start building AI products with Orq.ai today.