TalonAI-Native Multi-Model Data Engine

9 engines in one binary — SQL · KV · TimeSeries · MQ · Vector · FTS · GEO · Graph · AI

🗄️

SQL Engine

Full relational database with window functions, JOINs, UPSERT, transactions, and PostgreSQL/MySQL compatibility.

⚡

Redis-compatible key-value store with TTL, batch operations, and 744K ops/s throughput.

📈

High-performance time-series storage with downsampling, retention policies, and 540K pts/s ingestion.

📬

Built-in message queue with consumer groups, dead letter queues, and 1.6M msg/s throughput.

🧭

Self-built HNSW index with recommend, discover, metadata filtering, and SQ8 quantization.

🔍

Inverted index + BM25 scoring, Elasticsearch-compatible queries, Chinese tokenizer, hybrid search.

🌍

Geohash-based spatial indexing with Redis GEO command compatibility and GEOSEARCHSTORE.

🔗

Property graph with BFS/DFS traversal, shortest path, PageRank, and 935K reads/s.

🤖

Native Session, Context, Memory, RAG, Agent, Trace, Intent abstractions for LLM applications.