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pgml-cms/docs/SUMMARY.md

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* [pgml.tune()](introduction/apis/sql-extensions/pgml.tune.md)
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* [Client SDKs](introduction/apis/client-sdks/README.md)
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* [Overview](introduction/apis/client-sdks/getting-started.md)
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* [OpenSourceAI](introduction/apis/client-sdks/opensourceai.md)
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* [Collections](introduction/apis/client-sdks/collections.md)
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* [Pipelines](introduction/apis/client-sdks/pipelines.md)
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* [Search](introduction/apis/client-sdks/search.md)
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## Use Cases
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* [OpenSourceAI](use-cases/opensourceai.md)
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* [Chatbots](use-cases/chatbots.md)
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* [Search](use-cases/improve-search-results-with-machine-learning.md)
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* [Embeddings](use-cases/embeddings/README.md)

pgml-cms/docs/introduction/apis/client-sdks/opensourceai.md renamed to pgml-cms/docs/use-cases/opensourceai.md

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### Setup
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Follow the instillation section in [getting-started.md](getting-started.md "mention")
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Follow the instillation section in [getting-started.md](../introduction/apis/client-sdks/getting-started.md "mention")
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When done, set the environment variable `DATABASE_URL` to your PostgresML database url.
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{% endtab %}
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{% endtabs %}
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Notice that we don't specify a model name, but model JSON this time. The JSON keys in the model argument roughly follow the task argument when using our [text-generation SQL API](../sql-extensions/pgml.transform/text-generation.md).
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Notice that we don't specify a model name, but model JSON this time. The JSON keys in the model argument roughly follow the task argument when using our [text-generation SQL API](../introduction/apis/sql-extensions/pgml.transform/text-generation.md).
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To access a gated repo like `meta-llama/Llama-2-7b-chat-hf` simply provide the necessary hugging face token.
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