Scalable Distributed Indexing

via “clustering and distributed indexing with sharding support”

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

Unique: Clustering is transparent to application layer — same API works for single-node and multi-node deployments; supports configurable sharding strategies and automatic query routing to relevant shards with result aggregation

vs others: Simpler than Elasticsearch clustering because sharding is built-in without separate coordination service; less feature-rich than Elasticsearch but easier to deploy for txtai-specific workloads