Module: Legion::LLM::API::OpenAI::Embeddings

Extended by:
Legion::Logging::Helper
Defined in:
lib/legion/llm/api/openai/embeddings.rb

Class Method Summary collapse

Class Method Details

.registered(app) ⇒ Object



12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
# File 'lib/legion/llm/api/openai/embeddings.rb', line 12

def self.registered(app)
  log.debug('[llm][api][openai][embeddings] registering POST /v1/embeddings')

  app.post '/v1/embeddings' do
    require_llm!
    body = parse_request_body

    input = body[:input] || body['input']
    model = body[:model] || body['model'] || Legion::LLM.settings[:default_model]

    if input.nil? || (input.respond_to?(:empty?) && input.empty?)
      halt 400, { 'Content-Type' => 'application/json' },
           Legion::JSON.dump({ error: { message: 'input is required',
                                        type: 'invalid_request_error', param: 'input', code: nil } })
    end

    text = input.is_a?(Array) ? input.first.to_s : input.to_s

    log.info("[llm][api][openai][embeddings] action=accepted model=#{model} input_length=#{text.length}")

    vector = Legion::LLM.embed(text, model: model)
    vector_array = case vector
                   when Array then vector
                   when Hash  then vector[:vector] || vector['vector'] || vector[:embedding] || vector['embedding'] || []
                   else []
                   end

    response_body = Legion::LLM::API::Translators::OpenAIResponse.format_embeddings(
      vector_array, model: model, input_text: text
    )

    log.info("[llm][api][openai][embeddings] action=complete model=#{model} dims=#{vector_array.size}")
    content_type :json
    Legion::JSON.dump(response_body)
  rescue Legion::LLM::AuthError => e
    handle_exception(e, level: :error, handled: true, operation: 'llm.api.openai.embeddings.auth')
    halt 401, { 'Content-Type' => 'application/json' },
         Legion::JSON.dump({ error: { message: e.message, type: 'authentication_error' } })
  rescue Legion::LLM::ProviderDown, Legion::LLM::ProviderError => e
    handle_exception(e, level: :error, handled: true, operation: 'llm.api.openai.embeddings.provider')
    halt 502, { 'Content-Type' => 'application/json' },
         Legion::JSON.dump({ error: { message: e.message, type: 'server_error' } })
  rescue StandardError => e
    handle_exception(e, level: :error, handled: false, operation: 'llm.api.openai.embeddings')
    halt 500, { 'Content-Type' => 'application/json' },
         Legion::JSON.dump({ error: { message: e.message, type: 'server_error' } })
  end

  log.debug('[llm][api][openai][embeddings] POST /v1/embeddings registered')
end