Index once. Retrieve with precision.
Intelligent document indexing that chunks, embeds, and organizes your documents for retrieval-augmented generation. Context-aware chunking preserves meaning across tables, sections, and page breaks.
How Indexing Works
Three essential steps to turn raw documents into precise retrieval for your agents.
Parse & Chunk
Intelligent splitting that respects document structure. Tables, lists, and sections stay intact.
Embed & Store
Multiple embedding models, vector + hybrid search. Choose your embedding provider without re-processing.
Retrieve & Answer
Precise retrieval with citations for AI agents. Documents become instantly available to assistents agents.
Key Features
Built-in capabilities for production-grade document indexing.
Context-Aware Chunking
Splits documents at semantic boundaries, not arbitrary character counts. Tables, lists, and sections stay intact.
Embedding Model Choice
Use OpenAI, Cohere, or custom embedding models. Switch models without re-processing source documents.
Multimodal Indexing
Index text, tables, charts, and images together for complete document understanding.
Durable Data Pipelines
Set up once, documents auto-index as they arrive. Handles updates, deletions, and version changes.
Test & Evaluate
Built-in evaluation tools to measure retrieval quality and tune chunking parameters before production.
Agent-Ready Retrieval
Indexed documents become instantly available to any assistents agent through the Context Engine.
How Indexing Powers Your Agents
Intelligent indexing is the foundation of assistents’Context Engine. Once documents are indexed, any agent can retrieve relevant context in milliseconds, grounding responses in your data.
- Agents query indexed documents without re-processing
- Retrieval includes source citations for transparency
- Hybrid search combines vector + keyword retrieval for precision
- Auto-sync pipelines keep agents working with live data
Start Indexing Documents Today
Set up intelligent indexing in minutes. Test retrieval quality with built-in evaluation tools. Connect to any assistents agent.