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xerj alternatives

Curated alternatives to xerj — and why you'd switch.

leviathan

Single Rust binary that turns JSONL, CSV, SQLite or any DB export into a ranked full-text index, giving agents short cited answer cards (~450 tokens) at any dataset size.

Why switchBoth are single Rust binaries that index records so agents get cited, token-cheap answers. Leviathan is a lean full-text CLI; XERJ a full engine with vector search, a server and an Elasticsearch-compatible API.
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omnigraph

Lakehouse graph database for agent context — graph, vector and full-text retrieval fused in one runtime on branchable Lance/S3 storage; agent fleets write on isolated branches and merge Git-style.

Why switchBoth fuse full-text, vector and structured retrieval in one runtime for agent context.
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context-mode

Local plugin for 10 coding agents that runs tool calls in a sandbox, indexes full output in SQLite FTS5 and returns only what the agent asks for — ~99% fewer bytes in context, zero telemetry.

Why switchBoth index large output so agents search instead of reading. context-mode is a per-session plugin; XERJ a persistent search server.
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