Use Case

RAG

Turn weeks of RAG development into days. Ship production-ready AI applications with Needle's RAG API: search and retrieval over your data without building infrastructure.

"What would have taken months to build from scratch, I shipped in 3 days using Needle's API. The quality was production-ready immediately, and we were able to move from demo to rollout fast."

Christophe Fischer
LinkedIn

Christophe Fischer

Founder, AI-Lab

Enhance capabilities with AI

AI apps in days

Create AI applications with fast, predictable building blocks: collections, ingestion, indexing, search, and retrieval.

High-quality search and chat

Build a custom UI on top of Needle's search and retrieval endpoints for consistent, production-grade answers.

Multi-tenant by design

Give each customer their own isolated collection and configuration while you keep full control of the product experience.

API-first development

Integrate quickly with predictable endpoints: create collections, upload files, manage documents, and run semantic search without managing RAG infrastructure.

Lower cost to MVP

Avoid building and operating vector databases, chunking pipelines, and retrieval tuning just to reach a first demo.

White-label ready

Ship under your customer's brand. You own the UI and user experience while Needle powers the intelligence behind the scenes.

Ship a RAG-powered AI application in days

Build production-grade AI apps that search and reason over your data. Needle handles chunking, embeddings, indexing, and retrieval so you focus on the product and go-to-market.

RAG search experience
Integrations and data sources

Keep architecture clean and scalable

Model each customer as an isolated collection. Upload and index documents through the API, then use semantic search with filters and metadata. This maps naturally to multi-tenant SaaS requirements.

Build more products with the same team

Reuse the same foundation across use cases: internal knowledge search, customer support copilots, research tools, and document intelligence. Ship faster, iterate faster, and start selling earlier.

Try Needle today

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