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Indexing

Create flexible indexes

Harness multiple indexing options to analyze your data any way you want. StarTree supports a wide range of index types that you can apply to any column, letting you analyze your data flexibly and easily.

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Indexing Hero V2

Increase query throughput and improve compute efficiency

Updates Inserts

Support diverse use cases with flexible indexing options

Freshest Data

Improve query performance with dynamic tuning

Bolt Power

Immediately index your data

Optimize query performance and cost with comprehensive indexing options

Unlock timely and accurate insights from your data in motion and power your real-time analytics application.

Vector Index

Quickly and efficiently search lookups on high-dimension vector data with StarTree. Ideal for use cases around GenerativeAI (GenAI), Retrieval Augmented Generation (RAG), chatbots and Natural Language Processing (NLP), and recommendation systems.

Indexing Vector V3

Star-Tree Index

Build an intelligent materialized view for pre-computing certain aggregations for a wide range of dimension filters while improving query latency and query throughput. Star-Tree Index, unique to Apache Pinot, provides an innovative way to control the degree of materialization, thus allowing the user to trade off query latency versus storage overhead.

Indexing Startree V5

JSON Index

Handle structured and semi-structured data while enabling extremely fast query processing on highly nested JSON columns. Users can analyze free structured JSON or text documents and ingest nested JSON columns as-is — without needing to preprocess or transform them in any way.

Indexing Json V3

Text Index

Perform powerful text search queries on arbitrary text data by configuring a Text Index to accelerate query processing.

Indexing Text V3
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“StarTree ThirdEye really changed the way of working in our data analytics department. We’re able to spot data quality issues way before our stakeholders do and prevent duplicate work. It’s very impactful to have ThirdEye embedded in your organization, because you become a proactive partner to your data consumers.”

JustEatTakeaway Leon Graveland
Leon Graveland
Sr. Data Engineer
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The most powerful real-time analytics platform

Simplified tiered storage

Analyze all your data, new and historical, without slowing down queries or blowing your budget. StarTree automatically stores the data you access most often for super-fast results.
Tiered Storage Vertical V2

Scalable real-time upserts

Upserts are two operations in one. If a data record doesn’t exist, it performs an insert. If it does already exist, it performs an update. StarTree can perform upserts scalably at millons of rows per second.
Scalable Real Time Upserts

Multi-stage query engine

Trust StarTree to handle your multi-stage data processing. Run complex SQL queries without sacrificing blazing fast query performance. And gain the business insights your teams need, in real-time.
Real Time Upserts

Autoscaling minions

Save costs on your cloud infrastructure with autoscaling minions. Ensure tasks are processed efficiently and drop the legwork of repartitioning data post-ingestion and merging smaller segments into larger ones.
Auto Scaling Minions 2

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