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NeuronSearchLab admin console dashboard

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Welcome to NeuronSearchLab

NeuronSearchLab is a modern, developer-first recommendation engine that helps you deliver intelligent, personalized content to your users - at scale. It is a fully managed service - not something you deploy yourself - and it integrates easily with your existing backend or frontend using our API, SDK, and web console. Whether you are recommending content, products, videos, or anything else, NeuronSearchLab adapts to your data and business goals.

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Why teams choose NeuronSearchLab

  • Real-time recommendations - Low latency vector search tuned for personalization use cases.
  • Contextual intelligence - Dynamically filter and boost results using metadata, rules, and user behavior.
  • Secure access - Built-in authentication, scoped API keys, and multi-tenant controls to keep data safe.
  • Embeddings on demand - Generate, store, and upsert embeddings through a single pipeline.
  • Event-driven learning - Capture clicks, views, and conversions to continuously improve ranking quality.

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How the platform fits together

  1. Model your catalog - Send descriptive metadata and optional embeddings for every item you want to recommend.
  2. Capture real-world signals - Stream events from your applications so the service can learn what resonates.
  3. Request recommendations - Query the API or SDK for tailored content that respects your contexts and filters.
  4. Monitor and iterate - Use dashboards, alerts, and analytics to tune performance over time.

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Get started

Start by creating an account and generating your API credentials. Then send in your first items and events.

Connect Your Data

Learn how to send item and event data to NeuronSearchLab.

Generate Recommendations

Retrieve personalized results in real time with our simple API.

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Orchestrate your rankings

The ranking platform gives non-technical operators full control over what gets recommended, to whom, and when — without writing code.

User Segments

Define user cohorts by behaviour, demographics, or item interactions.

Rules Engine

Boost, bury, pin, filter, cap, dedupe, reorder, or group results with scheduled business rules.

A/B Testing

Split traffic between strategies and measure impact with real metrics.

Scenarios

Step-by-step walkthroughs for campaigns, flash sales, and rollouts.

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Make it yours

NeuronSearchLab is built to be flexible. You can adapt it to your domain, business rules, and frontend experience.

Customize Contexts

Configure retrieval defaults and pre-query filtering for each recommendation surface.

Secure Your Endpoints

Manage access with built-in authentication and OAuth client support.

API Reference

View available endpoints for recommendations, events, and items.

MCP Integration

Connect NeuronSearchLab to AI assistants like Claude via the Model Context Protocol.

PHP SDK

Install the official Composer package for Laravel and other PHP services.