122 lines
3.8 KiB
Ruby
122 lines
3.8 KiB
Ruby
# frozen_string_literal: true
|
|
|
|
RSpec.describe DiscourseAi::Completions::Llm do
|
|
subject(:llm) do
|
|
described_class.new(
|
|
DiscourseAi::Completions::Dialects::OrcaStyle,
|
|
canned_response,
|
|
"Upstage-Llama-2-*-instruct-v2",
|
|
)
|
|
end
|
|
|
|
fab!(:user) { Fabricate(:user) }
|
|
|
|
describe ".proxy" do
|
|
it "raises an exception when we can't proxy the model" do
|
|
fake_model = "unknown_v2"
|
|
|
|
expect { described_class.proxy(fake_model) }.to(
|
|
raise_error(DiscourseAi::Completions::Llm::UNKNOWN_MODEL),
|
|
)
|
|
end
|
|
end
|
|
|
|
describe "#generate with fake model" do
|
|
before do
|
|
DiscourseAi::Completions::Endpoints::Fake.delays = []
|
|
DiscourseAi::Completions::Endpoints::Fake.chunk_count = 10
|
|
end
|
|
|
|
let(:llm) { described_class.proxy("fake") }
|
|
|
|
let(:prompt) do
|
|
DiscourseAi::Completions::Prompt.new(
|
|
"You are fake",
|
|
messages: [{ type: :user, content: "fake orders" }],
|
|
)
|
|
end
|
|
|
|
it "can generate a response" do
|
|
response = llm.generate(prompt, user: user)
|
|
expect(response).to be_present
|
|
end
|
|
|
|
it "can generate content via a block" do
|
|
partials = []
|
|
response = llm.generate(prompt, user: user) { |partial| partials << partial }
|
|
|
|
expect(partials.length).to eq(10)
|
|
expect(response).to eq(DiscourseAi::Completions::Endpoints::Fake.fake_content)
|
|
|
|
expect(partials.join).to eq(response)
|
|
end
|
|
end
|
|
|
|
describe "#generate with various style prompts" do
|
|
let :canned_response do
|
|
DiscourseAi::Completions::Endpoints::CannedResponse.new(["world"])
|
|
end
|
|
|
|
it "can generate a response to a simple string" do
|
|
response = llm.generate("hello", user: user)
|
|
expect(response).to eq("world")
|
|
end
|
|
|
|
it "can generate a response from an array" do
|
|
response =
|
|
llm.generate(
|
|
[{ type: :system, content: "you are a bot" }, { type: :user, content: "hello" }],
|
|
user: user,
|
|
)
|
|
expect(response).to eq("world")
|
|
end
|
|
end
|
|
|
|
describe "#generate" do
|
|
let(:prompt) do
|
|
system_insts = (<<~TEXT).strip
|
|
I want you to act as a title generator for written pieces. I will provide you with a text,
|
|
and you will generate five attention-grabbing titles. Please keep the title concise and under 20 words,
|
|
and ensure that the meaning is maintained. Replies will utilize the language type of the topic.
|
|
TEXT
|
|
|
|
DiscourseAi::Completions::Prompt
|
|
.new(system_insts)
|
|
.tap { |a_prompt| a_prompt.push(type: :user, content: (<<~TEXT).strip) }
|
|
Here is the text, inside <input></input> XML tags:
|
|
<input>
|
|
To perfect his horror, Caesar, surrounded at the base of the statue by the impatient daggers of his friends,
|
|
discovers among the faces and blades that of Marcus Brutus, his protege, perhaps his son, and he no longer
|
|
defends himself, but instead exclaims: 'You too, my son!' Shakespeare and Quevedo capture the pathetic cry.
|
|
</input>
|
|
TEXT
|
|
end
|
|
|
|
let(:canned_response) do
|
|
DiscourseAi::Completions::Endpoints::CannedResponse.new(
|
|
[
|
|
"<ai>The solitary horse.,The horse etched in gold.,A horse's infinite journey.,A horse lost in time.,A horse's last ride.</ai>",
|
|
],
|
|
)
|
|
end
|
|
|
|
context "when getting the full response" do
|
|
it "processes the prompt and return the response" do
|
|
llm_response = llm.generate(prompt, user: user)
|
|
|
|
expect(llm_response).to eq(canned_response.responses[0])
|
|
end
|
|
end
|
|
|
|
context "when getting a streamed response" do
|
|
it "processes the prompt and call the given block with the partial response" do
|
|
llm_response = +""
|
|
|
|
llm.generate(prompt, user: user) { |partial, cancel_fn| llm_response << partial }
|
|
|
|
expect(llm_response).to eq(canned_response.responses[0])
|
|
end
|
|
end
|
|
end
|
|
end
|