Extract OpenAI.Completion struct
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@@ -191,15 +191,17 @@ defmodule MusicLibrary.Records do
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|> Enum.map(fn a -> a.name end)
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|> Enum.map(fn a -> a.name end)
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|> Enum.join(",")
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|> Enum.join(",")
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prompt = """
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completion = %OpenAI.Completion{
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Provide a list of music genres applicable to the album "#{record.title}" by #{artists}.
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content: """
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Provide a list of music genres applicable to the album "#{record.title}" by #{artists}.
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Limit the list to 5 genres, ordered by decreasing specificity, all lowercase.
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Limit the list to 5 genres, ordered by decreasing specificity, all lowercase.
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Return a valid JSON list.
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Return a valid JSON list.
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"""
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"""
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}
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{:ok, response} = OpenAI.gpt(prompt)
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{:ok, response} = OpenAI.gpt(completion)
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record
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record
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|> Record.add_genres(response["genres"])
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|> Record.add_genres(response["genres"])
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+5
-5
@@ -1,8 +1,8 @@
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defmodule OpenAI do
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defmodule OpenAI do
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def gpt(prompt) do
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def gpt(completion) do
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{:ok, collector} = Agent.start_link(fn -> "" end)
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{:ok, collector} = Agent.start_link(fn -> "" end)
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gpt_stream(prompt, fn data ->
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gpt_stream(completion, fn data ->
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case get_in(data, ["choices", Access.at(0), "delta", "content"]) do
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case get_in(data, ["choices", Access.at(0), "delta", "content"]) do
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nil -> :ok
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nil -> :ok
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data -> Agent.update(collector, fn current -> current <> data end)
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data -> Agent.update(collector, fn current -> current <> data end)
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@@ -15,7 +15,7 @@ defmodule OpenAI do
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end
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end
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# Lifted from https://fly.io/phoenix-files/streaming-openai-responses/
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# Lifted from https://fly.io/phoenix-files/streaming-openai-responses/
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defp gpt_stream(prompt, cb) do
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defp gpt_stream(completion, cb) do
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fun = fn request, finch_request, finch_name, finch_options ->
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fun = fn request, finch_request, finch_name, finch_options ->
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fun = fn
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fun = fn
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{:status, status}, response ->
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{:status, status}, response ->
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@@ -49,10 +49,10 @@ defmodule OpenAI do
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Req.post!("https://api.openai.com/v1/chat/completions",
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Req.post!("https://api.openai.com/v1/chat/completions",
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json: %{
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json: %{
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model: "gpt-4o-mini",
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model: "gpt-4o-mini",
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messages: [%{role: "user", content: prompt}],
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messages: [Map.take(completion, [:content, :role])],
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response_format: %{type: "json_object"},
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response_format: %{type: "json_object"},
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stream: true,
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stream: true,
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temperature: 0.2
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temperature: completion.temperature
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},
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},
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auth: {:bearer, api_key()},
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auth: {:bearer, api_key()},
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finch_request: fun
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finch_request: fun
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@@ -0,0 +1,5 @@
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defmodule OpenAI.Completion do
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defstruct content: "",
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temperature: 0.2,
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role: "user"
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end
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