Documentation
Everything you need to integrate Entity Enricher into your data pipeline.
Getting Started
Get up and running in minutes:
- Create an account and set up your organization
- Configure your LLM provider API keys
- Generate or upload a JSON schema for your entity type
- Start enriching entities — individually or in batch
- Use the API for programmatic access with organization access keys
Interactive API Docs
Interactive API documentation with request/response examples. Requires authentication.
Authentication
The API supports two authentication methods: Bearer JWT tokens for web clients, and API keys (format: ent_XXXX) for programmatic access via the X-API-Key header.Learn more →
Documentation
Getting Started
Quick links, authentication, and Swagger / ReDoc API explorers.
Core Concepts
Schemas, expertise domains, enrichment strategies, and the quality controls that make output reliable.
Enrichment Flow
Step-by-step walkthrough of the enrichment pipeline from input to structured output.
Strategies
Single-pass vs expert-domains vs multi-expertise — when to use each.
Classification
Pre-flight entity-type check that prevents enriching the wrong kind of thing.
Multi-Model Fusion
Field-level conflict detection with rule-based merging or LLM-arbitrated resolution.
Multilingual
Enrich in 40 languages with one portable, database-agnostic JSON format.
Document Attachments
Attach PDFs, images, Office documents and text files to any enrichment job.
Hallucination Prevention
8 defense layers that stop LLMs from fabricating structured data.
AI Generation
Generate a JSON schema from natural language or a sample document, with LLM self-correction.
Schema Editor
Visual editor with drag-drop, inline editing, and AI-assisted refinement.
Validation Rules
8 validation rules that catch broken schemas before they reach a model.
Batch Processing
Enrich up to 100 entities in parallel with real-time progress and export.
Playground
Test custom prompts against any AI model with response formatting, token tracking and persistent history.
Records
Browse, filter, and analyze every enrichment result with grouping, search keys, and batch operations.
Cost Dashboard
Real-time cost analytics with time-series charts, performance metrics, and per-model breakdowns.
Organizations & Roles
Multi-tenant management with 4 roles, team invitations, and per-org API keys.
Models & Pricing
LLM model management, automatic pricing sync, health checks, and BYOK support.
API Keys
Programmatic access via X-API-Key, scopes, and organization access keys.
n8n Connector
Official n8n community node: actions, dynamic dropdowns, and SSE-backed enrichments.
Make.com Connector
Make.com Custom App with 7 first-class modules and dynamic RPC dropdowns.
Ollama Tunnels
Run local Ollama against the hosted API via reverse WebSocket — no public ports, no SSH.
API Reference
Complete REST API reference with authentication, endpoints, and code examples.
Use Cases
Pharmaceutical
Drug labels, ATC codes, indications, multilingual product info.
Finance
Public-company financials, regulatory filings, structured market data.
Legal & Compliance
Entity due diligence, sanctions screening, contract metadata extraction.
Academic Research
Author profiles, paper metadata, institutional affiliations.
Real Estate
Property data, market comparisons, zoning and regulatory context.
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Features
Guides
Badge
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