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 →
Explore the Documentation
Core Concepts
Understand schemas, expertise domains, enrichment strategies, and quality controls.
Read concepts →Enrichment Flow
Step-by-step walkthrough of the enrichment pipeline from input to structured output.
See the flow →Schema Generation
AI-powered schema generation with self-correction, validation, and natural language editing.
Learn about schemas →Multi-Model Fusion
Fuse results from multiple AI models with conflict detection and arbitration.
Explore fusion →Hallucination Prevention
8 defense layers that prevent LLMs from fabricating structured data: classification, multi-model consensus, and more.
Learn how it works →Multilingual Enrichment
Enrich in 40 languages with a portable language-keyed JSON format, queryable across all major databases.
Multilingual docs →Batch Processing
Enrich up to 100 entities in parallel with real-time progress and export.
Batch docs →API Reference
Complete REST API reference with authentication, endpoints, and code examples.
API reference →Organizations & Roles
Multi-tenant management with 4 roles, team invitations, and per-org API keys.
Platform docs →Models & Pricing
LLM model management, automatic pricing sync, health checks, and BYOK support.
Model management →Application Pages
Playground
Test custom prompts against any AI model with response formatting, token tracking, and persistent history.
Playground docs →Records
Browse, filter, and analyze all enrichment results with grouping, search keys, and batch operations.
Records docs →Cost Dashboard
Real-time cost analytics with time-series charts, performance metrics, and per-model breakdowns.
Cost dashboard docs →Badge
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