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bararchy merged 2 commits into from
Jun 25, 2026
Merged

feat: OpenAI-compatible API server example (Network#run) #137

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b6abafa
feat: OpenAI-compatible API server example on Network#run
bararchy Jun 25, 2026
e55341e
fix(openai_server): accept routes with or without the /v1 prefix
bararchy Jun 25, 2026
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8 changes: 8 additions & 0 deletions README.md
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Expand Up @@ -206,6 +206,14 @@ net.train(
(file tools + shell, context management, streaming UI) built entirely on
`Network#run`. Run it against a local instruct model, e.g.
`SHAINET_Q4=1 SHAINET_MOE_OFFLOAD=1 crystal run examples/agent.cr -Denable_cuda -- /path/to/model-dir`.
- OpenAI-compatible API server: `examples/openai_server.cr` serves a loaded
model over a subset of the OpenAI REST API (`POST /v1/chat/completions` with
streaming SSE, `GET /v1/models`), so existing OpenAI clients (the `openai`
Python package, `curl`, LangChain, …) can use it as a drop-in local endpoint.
Built entirely on `Network#run`. Example:
`crystal run examples/openai_server.cr -Denable_cuda -- /path/to/model-dir 8080`.
Binds to `127.0.0.1` with no authentication by default — set `SHAINET_API_KEY`
to require an `Authorization: Bearer <key>` header before exposing it.
- See `examples/babylm_transformer.cr` for training a transformer language model.
- Use `SHAInet::SafeTensors::File` to read any `.safetensors` file directly.

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