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    <title>topic gateway.create route for open source models in Data Engineering</title>
    <link>https://community.databricks.com/t5/data-engineering/gateway-create-route-for-open-source-models/m-p/50659#M28856</link>
    <description>&lt;P&gt;Am I able to use gateway.create_route in mlflow for open source LLM models?&lt;/P&gt;&lt;P&gt;I'm aware of the syntax for propietary models like for openAI:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;LI-CODE lang="markup"&gt;from mlflow import gateway
gateway.create_route(
                              name=OpenAI_embeddings_route_name,
                              route_type="llm/v1/embeddings",
                              model={
                                  "name": "text-embedding-ada-002",
                                  "provider": "openai",
                                  "openai_config": {
                                      "openai_api_key": OpenAI_key,
                                                  }
                                    }
)&lt;/LI-CODE&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Can I use it for open source models without api keys?&lt;/P&gt;&lt;P&gt;Any examples?&lt;/P&gt;</description>
    <pubDate>Wed, 08 Nov 2023 14:54:20 GMT</pubDate>
    <dc:creator>MichaelO</dc:creator>
    <dc:date>2023-11-08T14:54:20Z</dc:date>
    <item>
      <title>gateway.create route for open source models</title>
      <link>https://community.databricks.com/t5/data-engineering/gateway-create-route-for-open-source-models/m-p/50659#M28856</link>
      <description>&lt;P&gt;Am I able to use gateway.create_route in mlflow for open source LLM models?&lt;/P&gt;&lt;P&gt;I'm aware of the syntax for propietary models like for openAI:&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;LI-CODE lang="markup"&gt;from mlflow import gateway
gateway.create_route(
                              name=OpenAI_embeddings_route_name,
                              route_type="llm/v1/embeddings",
                              model={
                                  "name": "text-embedding-ada-002",
                                  "provider": "openai",
                                  "openai_config": {
                                      "openai_api_key": OpenAI_key,
                                                  }
                                    }
)&lt;/LI-CODE&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Can I use it for open source models without api keys?&lt;/P&gt;&lt;P&gt;Any examples?&lt;/P&gt;</description>
      <pubDate>Wed, 08 Nov 2023 14:54:20 GMT</pubDate>
      <guid>https://community.databricks.com/t5/data-engineering/gateway-create-route-for-open-source-models/m-p/50659#M28856</guid>
      <dc:creator>MichaelO</dc:creator>
      <dc:date>2023-11-08T14:54:20Z</dc:date>
    </item>
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