CI/CD for RAG Pipelines
Stop hallucinations before they reach production. Automatically test retrieval accuracy on every data update.
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Trusted by ML teams at
GenAI in Production is Terrifying
Deploying RAG updates without testing is like pushing code without CI. Here's what keeps ML teams up at night.
Bad Data = Hallucinations
New documents can break your RAG system silently. One bad chunk and your AI starts confidently lying to users.
No Testing Standards
Unlike code, there's no CI/CD for your knowledge base. You're deploying data changes blind.
Manual QA Doesn't Scale
You can't manually test every data update. As your knowledge base grows, so does your risk.
Automated Quality Gates for Your RAG Pipeline
GoragOps plugs into your existing pipeline and catches bad data before it causes harm.
Synthetic Test Generation
We auto-generate relevant questions from your new data. No manual test authoring required.
Retrieval Accuracy Testing
Test if your RAG retrieves the right context for every question, with precision and recall metrics.
Automatic Deployment Blocking
Block bad data before it reaches production. Only quality-verified updates go live.
Ship RAG Updates with Confidence
Four simple steps from data update to safe production deployment.
Connect Your Pipeline
Integrate with your existing RAG stack. Works with LangChain, LlamaIndex, Pinecone, Weaviate, and more.
Push Data Updates
Trigger tests on every document update via Git push, API call, or webhook integration.
Automatic Testing
We generate synthetic queries from your data and test retrieval quality automatically.
Quality Gate
Pass = Deploy to production. Fail = Block deployment and alert your team immediately.
Everything You Need to Ship RAG Safely
A complete testing platform designed specifically for RAG pipelines.
Synthetic Question Generation
AI-generated test cases derived directly from your documents. Comprehensive coverage without manual effort.
Retrieval Accuracy Scoring
Measure context relevance and completeness with detailed precision and recall metrics.
Regression Detection
Catch quality drops before production. Compare retrieval performance across data versions.
CI/CD Integrations
Native support for GitHub Actions, GitLab CI, Jenkins, and CircleCI. Fits into your existing workflow.
Vector DB Support
Works with Pinecone, Weaviate, Chroma, Qdrant, Milvus, and more vector databases out of the box.
Framework Agnostic
LangChain, LlamaIndex, Haystack, or your custom stack. GoragOps works with any RAG framework.
Works With Your Stack
Native integrations with the tools and platforms you already use.
Integrate in Minutes
Add GoragOps to your CI/CD pipeline with a single workflow file.
1# .github/workflows/rag-ci.yml2name: RAG Pipeline CI3on:4 push:5 paths: ['docs/**', 'knowledge/**']67jobs:8 test-rag:9 runs-on: ubuntu-latest10 steps:11 - uses: goragops/rag-test-action@v112 with:13 api_key: ${{ secrets.GORAGOPS_API_KEY }}14 vector_db: pinecone15 threshold: 0.85Catch Issues Before Your Users Do
Real results from teams that test their RAG pipelines.
Teams using GoragOps see dramatic drops in production hallucinations.
Automated testing replaces manual QA cycles, shipping updates in minutes.
Every document update is automatically tested before reaching production.
Trusted by AI Teams
Hear from engineers who ship RAG updates with confidence.
"GoragOps caught a critical retrieval regression that would have caused hallucinations for thousands of users. It's now a non-negotiable part of our pipeline."
"We went from manual QA taking days to fully automated testing in minutes. The synthetic question generation is incredibly accurate."
"Before GoragOps, every data update was a gamble. Now we deploy with confidence knowing our retrieval quality is verified."
Simple, Transparent Pricing
Start free. Scale as your RAG pipeline grows.
Starter
For individuals and small experiments.
- 1,000 tests/month
- 1 pipeline
- Community support
- Basic analytics
Pro
For teams shipping RAG to production.
- 10,000 tests/month
- 5 pipelines
- Priority support
- Advanced analytics
- Regression alerts
- Custom thresholds
Enterprise
For organizations with advanced needs.
- Unlimited tests
- Unlimited pipelines
- SSO & SAML
- SLA guarantee
- Dedicated support
- Custom integrations
Stop Shipping Broken RAG Updates
Get started in 5 minutes. No credit card required.
Or book a demo with our team.