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2 changes: 1 addition & 1 deletion lib/ruby_llm/providers/bedrock/chat.rb
Original file line number Diff line number Diff line change
Expand Up @@ -60,7 +60,7 @@ def parse_completion_response(response)
output_tokens: usage['outputTokens'],
cached_tokens: usage['cacheReadInputTokens'],
cache_creation_tokens: usage['cacheWriteInputTokens'],
thinking_tokens: usage['reasoningTokens'],
thinking_tokens: usage['reasoningTokens'] || usage.dig('outputTokensDetails', 'reasoningTokens'),
model_id: data['modelId'],
raw: response
)
Expand Down
51 changes: 51 additions & 0 deletions spec/ruby_llm/providers/bedrock/chat_spec.rb
Original file line number Diff line number Diff line change
Expand Up @@ -128,4 +128,55 @@ def render_payload(messages = [], **overrides)
end
end
end

describe '.parse_completion_response' do
it 'extracts thinking_tokens from top-level reasoningTokens' do
response_body = {
'output' => { 'message' => { 'content' => [{ 'text' => 'Hi!' }] } },
'usage' => {
'inputTokens' => 100,
'outputTokens' => 50,
'reasoningTokens' => 1200
}
}
response = instance_double(Faraday::Response, body: response_body)
message = described_class.parse_completion_response(response)

expect(message.thinking_tokens).to eq(1200)
end

it 'extracts thinking_tokens from nested outputTokensDetails' do
response_body = {
'output' => { 'message' => { 'content' => [{ 'text' => 'Hi!' }] } },
'usage' => {
'inputTokens' => 100,
'outputTokens' => 50,
'outputTokensDetails' => { 'reasoningTokens' => 800 }
}
}
response = instance_double(Faraday::Response, body: response_body)
message = described_class.parse_completion_response(response)

expect(message.thinking_tokens).to eq(800)
end

it 'captures cache usage metrics' do
response_body = {
'output' => { 'message' => { 'content' => [{ 'text' => 'Hi!' }] } },
'usage' => {
'inputTokens' => 100,
'outputTokens' => 50,
'cacheReadInputTokens' => 30,
'cacheWriteInputTokens' => 10
}
}
response = instance_double(Faraday::Response, body: response_body)
message = described_class.parse_completion_response(response)

expect(message.input_tokens).to eq(100)
expect(message.output_tokens).to eq(50)
expect(message.cached_tokens).to eq(30)
expect(message.cache_creation_tokens).to eq(10)
end
end
end
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