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Merge pull request #131 from vectorlessflow/dev
docs(README): remove outdated architecture explanation
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README.md

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@@ -30,13 +30,6 @@ async def main():
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asyncio.run(main())
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```
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## How it works
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Vectorless splits document understanding into two layers:
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- **Compile (Rust).** Documents are parsed and run through a multi-pass compile pipeline (`crates/vectorless-compiler/`) that builds a navigable tree plus retrieval-acceleration artifacts (concepts, navigation hints, reasoning chains, overlap maps). The output is a `DocumentNavigator` (`crates/vectorless-primitives/`) exposed to Python over PyO3.
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- **Ask (Python).** Queries are answered by an LLM-driven reasoning loop (`vectorless/ask/`) — a Query Plan, an Orchestrator running Worker agents that issue shell-style navigation commands (`ls`, `cd`, `cat`, `grep`, `find`, `head`, `wc`, `chain`) against the compiled document, evidence evaluation with replanning, and a rerank+synthesize step.
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## Help
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See [documentation](https://vectorless.dev/docs/getting-started) for more details.

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