Hire AI-First Engineer
Groovy Web is a RAG system development company building AI that knows your documents, your data, and your company. Our RAG system development services cover retrieval architecture, chunking strategy, and citation-backed answers. Generic AI guesses — ours answers from your actual source material.
AI that knows YOUR business inside out: Customer support AI that answers product questions from your actual documentation, Sales AI that knows your pricing and case studies and competitor differentiators, Legal AI that searches your contract library and finds specific clauses in seconds, Employee AI that answers HR questions and finds company policies instantly, Every answer cites the specific source document so your team can verify, No hallucination because answers come only from your documents not the internet
We design the embedding + vector-store layer: model selection (OpenAI, Cohere, open-source), chunking strategy, and index tuning on pgvector, Pinecone, Weaviate or Chroma for fast, accurate retrieval at scale.
Pure vector search misses keyword-exact matches. We build hybrid (dense + sparse/BM25) retrieval with cross-encoder reranking so the most relevant context reaches the model - measurably lifting answer accuracy.
We engineer grounding so every answer cites its source passages and refuses when context is missing - the single biggest lever against hallucination in production RAG.
You cannot ship what you cannot measure. We build evaluation harnesses (retrieval recall, faithfulness, answer relevance) plus production dashboards tracking accuracy, latency, and cost over time.
Beyond single-shot retrieval: query decomposition, multi-hop retrieval, and tool-using agents that plan, retrieve, and synthesize across many sources. Built with LangChain, LlamaIndex, and custom orchestration.
Validate a RAG use case in 2-4 weeks with a working pipeline on your real data - retrieval, grounding, and a measurable accuracy baseline you can test before committing to full build.
Join 500+ companies saving 60% on development. Get senior-level engineering at a fraction of the cost with 3x faster delivery.
Every RAG system we ship answers from your sources with citations and declines gracefully when it lacks context - so users get trustworthy answers, not confident fabrications.
We build an evaluation harness from day one - retrieval recall, faithfulness, and answer relevance scored against ground truth - so quality is a number on a dashboard, not a hope.
Our AI-first engineers use AI agents for coding, evaluation, and deployment. Production RAG pipelines that take traditional teams a quarter, we ship in weeks.
pgvector, Pinecone, Weaviate, Chroma; OpenAI, Cohere, or open-source embeddings - we pick what fits your data, latency, and budget. No lock-in to a tool we happen to resell.
We tune chunking, caching, and retrieval depth to hold latency and token cost down at scale - production RAG that stays affordable as query volume grows.
90 days of free post-launch support - re-indexing, retrieval tuning, and evaluation review - because RAG quality drifts as your data and queries evolve.
Groovy has invested immensely in RAG System team expansion and has a well-established team of RAG System experts.
Groovy provides cost-effective solutions, which makes us the partner of your choice.
Our modern Agile approach to project management allows us to deliver on time with quality.
We use the communication channel that our client prefers, making it easy for our clients to communicate.
Our clients can focus on marketing as we hold their back by providing free and best post-development support.
Our hourly rates for dedicated resources start at $18 / Hour, which are the most competitive in the market.
AI agents analyze requirements and market data to build a precise blueprint.
AI-first system design with UI/UX prototypes and technical planning.
6 AI specialists work in parallel at 10-20X velocity with continuous integration.
Automated testing validates every component. Zero-downtime deployment from day one.
AI agents monitor, optimize, and ship improvements. Evolve faster than competition.
Python
Our Python development services gurantees a vibrant code with general-purpose programming, secure, scalable, and smooth solutions for your business-specific requirements
TensorFlow
A powerful open-source deep learning framework used for building large-scale neural networks and enterprise-grade AI applications.
PyTorch
Known for its flexibility and dynamic computation graphs, PyTorch is ideal for rapid experimentation, research, and model customization.
MongoDB
Groovy has chosen MongoDB for industries from start-ups to enterprises for its next-gen Open Source document oriented NoSQL database. Using this, we can build wide variety of complex applications that offers flexibility, scalability and performance
AWS
We use AWS' on-demand cloud computing services with APIs for because of its characteristics like securtiy, good controls, data audits, hybrid architectures, scalability, etc.
Azure
An end-to-end cloud platform for automating the entire ML lifecycle with advanced governance and collaboration features.
Next JS
We are using Next.js (popular tool in the React ecosystem) frontend framework since its beginning. We deliver quick and high-quality solutions that helped startups and mid-level businesses to grow faster.
Node JS
With our extensive knowledge in NodeJS and its cross-platform run time environment for developing server-side applications, we can create speedy, result-oriented applications using NodeJS as the backend.
As an award-winning mobile app development company, we handcraft full-stack app development solutions to clients worldwide. We deliver only the best mobile apps from various sectors like eCommerce, IT, Sports, Healthcare, Fitness, Education, etc. We use advanced technologies and follow modern trends to build a great mobile app that meets your expectations. Groovy Web is recognized as a top-rated app development company and a top custom software development company on reputed platforms like Clutch, GoodFirms, DesignRush, and Business of Apps.
Explore our other development services
Why hire 8 specialists when 1 AI-First Engineer can deliver the same output? Our engineers use AI agents for coding, testing, DevOps, and deployment — all from day one.
Flexible engagement models — monthly, quarterly, or annual commitments
We have highly experienced and qualified RAG System developers in our house to take care of your ideas. Click the button below and fill out your details for us to reach you. We would love to chat with you.
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For startups & product teams
One senior engineer, AI-accelerated — owns architecture, security, and the last 20% AI tools leave broken. No recruitment, no ramp-up.
Trusted by 200+ startups worldwide
"Their engineer built our marketplace MVP in 4 weeks. Saved us $180K vs hiring a full team."
— Marketplace Founder, USA
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