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Eighteen programs under examples/, each a directory with a main.go that says what it demonstrates and runs on its own. None reaches the internet or asks a model: where a stage needs something this module does not compute — an embedding, a completion, a running Qdrant — the example supplies a deterministic stand-in behind the same interface and says so, and the HTTP paths run against servers started on loopback so the requests the drivers send are real and visible. examples/README.md maps them onto the Python cookbook's forty notebooks and says what did not port, grouped by why: it needs a model, it needs a library outside the standard one, it is a driver nobody has written, it is a notebook rather than a library, the service is not one we run, or Go's types already say it. The last section lists what the examples surface that the Python does not, including three places where this module's own behaviour is worth knowing before relying on it. Co-authored-by: Hanzo Dev <[email protected]>