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39 lines
1.9 KiB
Markdown
39 lines
1.9 KiB
Markdown
---
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sidebar_label: LocalAI
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description: 'Run self-hosted OpenAI-compatible APIs locally with LocalAI for private, offline LLM deployment and testing environments'
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---
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# Local AI
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LocalAI is an API wrapper for open-source LLMs that is compatible with OpenAI. You can run LocalAI for compatibility with Llama, Alpaca, Vicuna, GPT4All, RedPajama, and many other models compatible with the ggml format.
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View all compatible models [here](https://github.com/go-skynet/LocalAI#model-compatibility-table).
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Once you have LocalAI up and running, specify one of the following based on the model you have selected:
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- `localai:chat:<model name>`, which invokes models using the
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[LocalAI chat completion endpoint](https://localai.io/features/text-generation/#chat-completions)
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- `localai:completion:<model name>`, which invokes models using the
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[LocalAI completion endpoint](https://localai.io/features/text-generation/#completions)
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- `localai:<model name>`, which defaults to chat-type model
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- `localai:embeddings:<model name>`, which invokes models using the
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[LocalAI embeddings endpoint](https://localai.io/features/embeddings/)
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The model name is typically the filename of the `.bin` file that you downloaded to set up the model in LocalAI. For example, `ggml-vic13b-uncensored-q5_1.bin`. LocalAI also has a `/models` endpoint to list models, which can be queried with `curl http://localhost:8080/v1/models`.
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## Configuring parameters
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You can set parameters like `temperature` and `apiBaseUrl` ([full list here](https://github.com/promptfoo/promptfoo/blob/main/src/providers/localai.ts#L16)). For example, using [LocalAI's lunademo](https://localai.io/docs/getting-started/models/):
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```yaml title="promptfooconfig.yaml"
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providers:
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- id: localai:lunademo
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config:
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temperature: 0.5
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```
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Supported environment variables:
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- `LOCALAI_BASE_URL` - defaults to `http://localhost:8080/v1`
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- `REQUEST_TIMEOUT_MS` - maximum request time, in milliseconds. Defaults to 60000.
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