VnI Labs RAG Audit
Why Our RAG Audit Service Stands Out
Robust Evaluation
We use various techniques to evaluate each component of the RAG system. From objective measures, such as recall, faithfulness, and data leakage, to more holistic measures, including reliability, usability, and hallucination.
Tailored Advice
Our recommendations are adapted to the use case at hand. Sometimes the sensible choice is GraphRAG or Agentic RAG, but often just a regular semantic search will be sufficient.
Maintainable Solution
There are plenty of ways to create a RAG prototype. The challenge is to make a solution that can scale with your users' needs. Our audit will review potential improvements and lay the foundations for a reliable RAG system deployment.
AI & Tech Expertise
We rely on many years of practical and academic experience optimizing AI systems.
Data Security & Compliance
100% compliance with GDPR, CCPA - stay secure and worry-free.
Affordable Pricing
Cost-effective with no hidden fees. Up to 10x more price-worthy than an off-the-shelf solution.
Dedicated Support
Two months of support after implementation included.
Benefits of Reliable RAGs
From Consultation to Tailored Advice
1. Free Initial Consultation
Understand your needs and explore possibilities.
2. Needs Discovery & Advice
Define requirements and provide tailored recommendations.
3. RAG Technique Recommendation
Suggest the best RAG technique based on your specific use case.
4. Golden Data Set Curation
Assistance with the construction of a golden data set that enables you to screen your AI models.
5. Delivery Timeline
Set clear expectations and milestones for implementation.
6. Complete Report & Recommended Actions
Get actionable insights in a form, that is easy to digest.
7. Free 2-Months Email Support
Get ongoing assistance after deployment.
Get the Most out of Your RAG system
From data ingestion and retrieval, down to generation, our audit will review any potential hurdles. Make your knowledge management truly powered by AI.
LLM Fine-Tuning
Our LLM fine-tuning service offers a highly specialized model trained on a custom-curated data set. With adaptive fine-tuning optimized for latency and performance, you can use it locally, on your server, or in the cloud.
Open-Source AI
Our OSS AI implementation service offers a secure, powerful, and compliant ChatGPT-like solution at a reasonable price.
Let us integrate Whisper, Qwen, DeepSeek R1, Llama 3, or another open-source model to boost productivity without compromise.