Class: SoilSidekick::AIServicesApi

Inherits:
Object
  • Object
show all
Defined in:
lib/soilsidekick/api/ai_services_api.rb

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(api_client = ApiClient.default) ⇒ AIServicesApi

Returns a new instance of AIServicesApi.



19
20
21
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 19

def initialize(api_client = ApiClient.default)
  @api_client = api_client
end

Instance Attribute Details

#api_client ⇒ Object

Returns the value of attribute api_client.



17
18
19
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 17

def api_client
  @api_client
end

Instance Method Details

#generate_smart_report_summary(generate_smart_report_summary_request, opts = {}) ⇒ SmartReportSummary

Generate AI report summary Generate AI-powered summaries for soil or water quality reports

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - `none`: No caching (default) - `reuse`: Reuse KV cache from previous request in same session (40-60% compute savings) - `persist`: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - `auto`: Server selects optimal model based on device capabilities - `gemma-2b`: Lightweight model (~0.5GB KV with TQ) - `gemma-7b`: Full model, standard KV cache - `gemma-7b-tq`: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:



30
31
32
33
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 30

def generate_smart_report_summary(generate_smart_report_summary_request, opts = {})
  data, _status_code, _headers = generate_smart_report_summary_with_http_info(generate_smart_report_summary_request, opts)
  data
end

#generate_smart_report_summary_with_http_info(generate_smart_report_summary_request, opts = {}) ⇒ Array<(SmartReportSummary, Integer, Hash)>

Generate AI report summary Generate AI-powered summaries for soil or water quality reports

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:

  • (Array<(SmartReportSummary, Integer, Hash)>) —

    SmartReportSummary data, response status code and response headers



43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 43

def generate_smart_report_summary_with_http_info(generate_smart_report_summary_request, opts = {})
  if @api_client.config.debugging
    @api_client.config.logger.debug 'Calling API: AIServicesApi.generate_smart_report_summary ...'
  end
  # verify the required parameter 'generate_smart_report_summary_request' is set
  if @api_client.config.client_side_validation && generate_smart_report_summary_request.nil?
    fail ArgumentError, "Missing the required parameter 'generate_smart_report_summary_request' when calling AIServicesApi.generate_smart_report_summary"
  end
  allowable_values = [4096, 8192, 16384, 24576]
  if @api_client.config.client_side_validation && opts[:'x_tq_context_mode'] && !allowable_values.include?(opts[:'x_tq_context_mode'])
    fail ArgumentError, "invalid value for \"x_tq_context_mode\", must be one of #{allowable_values}"
  end
  allowable_values = ["none", "reuse", "persist"]
  if @api_client.config.client_side_validation && opts[:'x_tq_kv_cache_hint'] && !allowable_values.include?(opts[:'x_tq_kv_cache_hint'])
    fail ArgumentError, "invalid value for \"x_tq_kv_cache_hint\", must be one of #{allowable_values}"
  end
  allowable_values = ["auto", "gemma-2b", "gemma-7b", "gemma-7b-tq"]
  if @api_client.config.client_side_validation && opts[:'x_tq_model_tier'] && !allowable_values.include?(opts[:'x_tq_model_tier'])
    fail ArgumentError, "invalid value for \"x_tq_model_tier\", must be one of #{allowable_values}"
  end
  # resource path
  local_var_path = '/smart-report-summary'

  # query parameters
  query_params = opts[:query_params] || {}

  # header parameters
  header_params = opts[:header_params] || {}
  # HTTP header 'Accept' (if needed)
  header_params['Accept'] = @api_client.select_header_accept(['application/json']) unless header_params['Accept']
  # HTTP header 'Content-Type'
  content_type = @api_client.select_header_content_type(['application/json'])
  if !content_type.nil?
      header_params['Content-Type'] = content_type
  end
  header_params[:'x-tq-context-mode'] = opts[:'x_tq_context_mode'] if !opts[:'x_tq_context_mode'].nil?
  header_params[:'x-tq-kv-cache-hint'] = opts[:'x_tq_kv_cache_hint'] if !opts[:'x_tq_kv_cache_hint'].nil?
  header_params[:'x-tq-model-tier'] = opts[:'x_tq_model_tier'] if !opts[:'x_tq_model_tier'].nil?

  # form parameters
  form_params = opts[:form_params] || {}

  # http body (model)
  post_body = opts[:debug_body] || @api_client.object_to_http_body(generate_smart_report_summary_request)

  # return_type
  return_type = opts[:debug_return_type] || 'SmartReportSummary'

  # auth_names
  auth_names = opts[:debug_auth_names] || ['ApiKeyAuth']

  new_options = opts.merge(
    :operation => :"AIServicesApi.generate_smart_report_summary",
    :header_params => header_params,
    :query_params => query_params,
    :form_params => form_params,
    :body => post_body,
    :auth_names => auth_names,
    :return_type => return_type
  )

  data, status_code, headers = @api_client.call_api(:POST, local_var_path, new_options)
  if @api_client.config.debugging
    @api_client.config.logger.debug "API called: AIServicesApi#generate_smart_report_summary\nData: #{data.inspect}\nStatus code: #{status_code}\nHeaders: #{headers}"
  end
  return data, status_code, headers
end

#get_agricultural_intelligence(get_agricultural_intelligence_request, opts = {}) ⇒ AIAnalysis

Get AI-powered agricultural insights Agricultural intelligence with AI recommendations

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:



119
120
121
122
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 119

def get_agricultural_intelligence(get_agricultural_intelligence_request, opts = {})
  data, _status_code, _headers = get_agricultural_intelligence_with_http_info(get_agricultural_intelligence_request, opts)
  data
end

#get_agricultural_intelligence_with_http_info(get_agricultural_intelligence_request, opts = {}) ⇒ Array<(AIAnalysis, Integer, Hash)>

Get AI-powered agricultural insights Agricultural intelligence with AI recommendations

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:

  • (Array<(AIAnalysis, Integer, Hash)>) —

    AIAnalysis data, response status code and response headers



132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 132

def get_agricultural_intelligence_with_http_info(get_agricultural_intelligence_request, opts = {})
  if @api_client.config.debugging
    @api_client.config.logger.debug 'Calling API: AIServicesApi.get_agricultural_intelligence ...'
  end
  # verify the required parameter 'get_agricultural_intelligence_request' is set
  if @api_client.config.client_side_validation && get_agricultural_intelligence_request.nil?
    fail ArgumentError, "Missing the required parameter 'get_agricultural_intelligence_request' when calling AIServicesApi.get_agricultural_intelligence"
  end
  allowable_values = [4096, 8192, 16384, 24576]
  if @api_client.config.client_side_validation && opts[:'x_tq_context_mode'] && !allowable_values.include?(opts[:'x_tq_context_mode'])
    fail ArgumentError, "invalid value for \"x_tq_context_mode\", must be one of #{allowable_values}"
  end
  allowable_values = ["none", "reuse", "persist"]
  if @api_client.config.client_side_validation && opts[:'x_tq_kv_cache_hint'] && !allowable_values.include?(opts[:'x_tq_kv_cache_hint'])
    fail ArgumentError, "invalid value for \"x_tq_kv_cache_hint\", must be one of #{allowable_values}"
  end
  allowable_values = ["auto", "gemma-2b", "gemma-7b", "gemma-7b-tq"]
  if @api_client.config.client_side_validation && opts[:'x_tq_model_tier'] && !allowable_values.include?(opts[:'x_tq_model_tier'])
    fail ArgumentError, "invalid value for \"x_tq_model_tier\", must be one of #{allowable_values}"
  end
  # resource path
  local_var_path = '/agricultural-intelligence'

  # query parameters
  query_params = opts[:query_params] || {}

  # header parameters
  header_params = opts[:header_params] || {}
  # HTTP header 'Accept' (if needed)
  header_params['Accept'] = @api_client.select_header_accept(['application/json']) unless header_params['Accept']
  # HTTP header 'Content-Type'
  content_type = @api_client.select_header_content_type(['application/json'])
  if !content_type.nil?
      header_params['Content-Type'] = content_type
  end
  header_params[:'x-tq-context-mode'] = opts[:'x_tq_context_mode'] if !opts[:'x_tq_context_mode'].nil?
  header_params[:'x-tq-kv-cache-hint'] = opts[:'x_tq_kv_cache_hint'] if !opts[:'x_tq_kv_cache_hint'].nil?
  header_params[:'x-tq-model-tier'] = opts[:'x_tq_model_tier'] if !opts[:'x_tq_model_tier'].nil?

  # form parameters
  form_params = opts[:form_params] || {}

  # http body (model)
  post_body = opts[:debug_body] || @api_client.object_to_http_body(get_agricultural_intelligence_request)

  # return_type
  return_type = opts[:debug_return_type] || 'AIAnalysis'

  # auth_names
  auth_names = opts[:debug_auth_names] || ['ApiKeyAuth']

  new_options = opts.merge(
    :operation => :"AIServicesApi.get_agricultural_intelligence",
    :header_params => header_params,
    :query_params => query_params,
    :form_params => form_params,
    :body => post_body,
    :auth_names => auth_names,
    :return_type => return_type
  )

  data, status_code, headers = @api_client.call_api(:POST, local_var_path, new_options)
  if @api_client.config.debugging
    @api_client.config.logger.debug "API called: AIServicesApi#get_agricultural_intelligence\nData: #{data.inspect}\nStatus code: #{status_code}\nHeaders: #{headers}"
  end
  return data, status_code, headers
end

#get_seasonal_planning_assistant(get_seasonal_planning_assistant_request, opts = {}) ⇒ SeasonalPlanningResponse

Get seasonal planning recommendations AI-powered seasonal planning with weather integration

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:



208
209
210
211
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 208

def get_seasonal_planning_assistant(get_seasonal_planning_assistant_request, opts = {})
  data, _status_code, _headers = get_seasonal_planning_assistant_with_http_info(get_seasonal_planning_assistant_request, opts)
  data
end

#get_seasonal_planning_assistant_with_http_info(get_seasonal_planning_assistant_request, opts = {}) ⇒ Array<(SeasonalPlanningResponse, Integer, Hash)>

Get seasonal planning recommendations AI-powered seasonal planning with weather integration

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:

  • (Array<(SeasonalPlanningResponse, Integer, Hash)>) —

    SeasonalPlanningResponse data, response status code and response headers



221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 221

def get_seasonal_planning_assistant_with_http_info(get_seasonal_planning_assistant_request, opts = {})
  if @api_client.config.debugging
    @api_client.config.logger.debug 'Calling API: AIServicesApi.get_seasonal_planning_assistant ...'
  end
  # verify the required parameter 'get_seasonal_planning_assistant_request' is set
  if @api_client.config.client_side_validation && get_seasonal_planning_assistant_request.nil?
    fail ArgumentError, "Missing the required parameter 'get_seasonal_planning_assistant_request' when calling AIServicesApi.get_seasonal_planning_assistant"
  end
  allowable_values = [4096, 8192, 16384, 24576]
  if @api_client.config.client_side_validation && opts[:'x_tq_context_mode'] && !allowable_values.include?(opts[:'x_tq_context_mode'])
    fail ArgumentError, "invalid value for \"x_tq_context_mode\", must be one of #{allowable_values}"
  end
  allowable_values = ["none", "reuse", "persist"]
  if @api_client.config.client_side_validation && opts[:'x_tq_kv_cache_hint'] && !allowable_values.include?(opts[:'x_tq_kv_cache_hint'])
    fail ArgumentError, "invalid value for \"x_tq_kv_cache_hint\", must be one of #{allowable_values}"
  end
  allowable_values = ["auto", "gemma-2b", "gemma-7b", "gemma-7b-tq"]
  if @api_client.config.client_side_validation && opts[:'x_tq_model_tier'] && !allowable_values.include?(opts[:'x_tq_model_tier'])
    fail ArgumentError, "invalid value for \"x_tq_model_tier\", must be one of #{allowable_values}"
  end
  # resource path
  local_var_path = '/seasonal-planning-assistant'

  # query parameters
  query_params = opts[:query_params] || {}

  # header parameters
  header_params = opts[:header_params] || {}
  # HTTP header 'Accept' (if needed)
  header_params['Accept'] = @api_client.select_header_accept(['application/json']) unless header_params['Accept']
  # HTTP header 'Content-Type'
  content_type = @api_client.select_header_content_type(['application/json'])
  if !content_type.nil?
      header_params['Content-Type'] = content_type
  end
  header_params[:'x-tq-context-mode'] = opts[:'x_tq_context_mode'] if !opts[:'x_tq_context_mode'].nil?
  header_params[:'x-tq-kv-cache-hint'] = opts[:'x_tq_kv_cache_hint'] if !opts[:'x_tq_kv_cache_hint'].nil?
  header_params[:'x-tq-model-tier'] = opts[:'x_tq_model_tier'] if !opts[:'x_tq_model_tier'].nil?

  # form parameters
  form_params = opts[:form_params] || {}

  # http body (model)
  post_body = opts[:debug_body] || @api_client.object_to_http_body(get_seasonal_planning_assistant_request)

  # return_type
  return_type = opts[:debug_return_type] || 'SeasonalPlanningResponse'

  # auth_names
  auth_names = opts[:debug_auth_names] || ['ApiKeyAuth']

  new_options = opts.merge(
    :operation => :"AIServicesApi.get_seasonal_planning_assistant",
    :header_params => header_params,
    :query_params => query_params,
    :form_params => form_params,
    :body => post_body,
    :auth_names => auth_names,
    :return_type => return_type
  )

  data, status_code, headers = @api_client.call_api(:POST, local_var_path, new_options)
  if @api_client.config.debugging
    @api_client.config.logger.debug "API called: AIServicesApi#get_seasonal_planning_assistant\nData: #{data.inspect}\nStatus code: #{status_code}\nHeaders: #{headers}"
  end
  return data, status_code, headers
end

#visual_crop_analysis(visual_crop_analysis_request, opts = {}) ⇒ VisualCropAnalysis

Analyze crop images AI-powered visual crop analysis for pest detection, health assessment, and disease screening

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:



297
298
299
300
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 297

def visual_crop_analysis(visual_crop_analysis_request, opts = {})
  data, _status_code, _headers = visual_crop_analysis_with_http_info(visual_crop_analysis_request, opts)
  data
end

#visual_crop_analysis_with_http_info(visual_crop_analysis_request, opts = {}) ⇒ Array<(VisualCropAnalysis, Integer, Hash)>

Analyze crop images AI-powered visual crop analysis for pest detection, health assessment, and disease screening

Parameters:

Options Hash (opts):

  • :x_tq_context_mode (Integer) —

    TurboQuant extended context window size (tokens). With 3-bit KV cache, context windows up to 24K tokens are feasible within the same memory budget as standard 4K. (default to 4096)

  • :x_tq_kv_cache_hint (String) —

    KV cache management hint. - &#x60;none&#x60;: No caching (default) - &#x60;reuse&#x60;: Reuse KV cache from previous request in same session (40-60% compute savings) - &#x60;persist&#x60;: Persist cache to disk for cross-session reuse (default to ‘none’)

  • :x_tq_model_tier (String) —

    Preferred model tier for inference. - &#x60;auto&#x60;: Server selects optimal model based on device capabilities - &#x60;gemma-2b&#x60;: Lightweight model (~0.5GB KV with TQ) - &#x60;gemma-7b&#x60;: Full model, standard KV cache - &#x60;gemma-7b-tq&#x60;: Full model with TurboQuant 3-bit KV cache (~1.3GB) (default to ‘auto’)

Returns:

  • (Array<(VisualCropAnalysis, Integer, Hash)>) —

    VisualCropAnalysis data, response status code and response headers



310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
 
# File 'lib/soilsidekick/api/ai_services_api.rb', line 310

def visual_crop_analysis_with_http_info(visual_crop_analysis_request, opts = {})
  if @api_client.config.debugging
    @api_client.config.logger.debug 'Calling API: AIServicesApi.visual_crop_analysis ...'
  end
  # verify the required parameter 'visual_crop_analysis_request' is set
  if @api_client.config.client_side_validation && visual_crop_analysis_request.nil?
    fail ArgumentError, "Missing the required parameter 'visual_crop_analysis_request' when calling AIServicesApi.visual_crop_analysis"
  end
  allowable_values = [4096, 8192, 16384, 24576]
  if @api_client.config.client_side_validation && opts[:'x_tq_context_mode'] && !allowable_values.include?(opts[:'x_tq_context_mode'])
    fail ArgumentError, "invalid value for \"x_tq_context_mode\", must be one of #{allowable_values}"
  end
  allowable_values = ["none", "reuse", "persist"]
  if @api_client.config.client_side_validation && opts[:'x_tq_kv_cache_hint'] && !allowable_values.include?(opts[:'x_tq_kv_cache_hint'])
    fail ArgumentError, "invalid value for \"x_tq_kv_cache_hint\", must be one of #{allowable_values}"
  end
  allowable_values = ["auto", "gemma-2b", "gemma-7b", "gemma-7b-tq"]
  if @api_client.config.client_side_validation && opts[:'x_tq_model_tier'] && !allowable_values.include?(opts[:'x_tq_model_tier'])
    fail ArgumentError, "invalid value for \"x_tq_model_tier\", must be one of #{allowable_values}"
  end
  # resource path
  local_var_path = '/visual-crop-analysis'

  # query parameters
  query_params = opts[:query_params] || {}

  # header parameters
  header_params = opts[:header_params] || {}
  # HTTP header 'Accept' (if needed)
  header_params['Accept'] = @api_client.select_header_accept(['application/json']) unless header_params['Accept']
  # HTTP header 'Content-Type'
  content_type = @api_client.select_header_content_type(['application/json'])
  if !content_type.nil?
      header_params['Content-Type'] = content_type
  end
  header_params[:'x-tq-context-mode'] = opts[:'x_tq_context_mode'] if !opts[:'x_tq_context_mode'].nil?
  header_params[:'x-tq-kv-cache-hint'] = opts[:'x_tq_kv_cache_hint'] if !opts[:'x_tq_kv_cache_hint'].nil?
  header_params[:'x-tq-model-tier'] = opts[:'x_tq_model_tier'] if !opts[:'x_tq_model_tier'].nil?

  # form parameters
  form_params = opts[:form_params] || {}

  # http body (model)
  post_body = opts[:debug_body] || @api_client.object_to_http_body(visual_crop_analysis_request)

  # return_type
  return_type = opts[:debug_return_type] || 'VisualCropAnalysis'

  # auth_names
  auth_names = opts[:debug_auth_names] || ['ApiKeyAuth']

  new_options = opts.merge(
    :operation => :"AIServicesApi.visual_crop_analysis",
    :header_params => header_params,
    :query_params => query_params,
    :form_params => form_params,
    :body => post_body,
    :auth_names => auth_names,
    :return_type => return_type
  )

  data, status_code, headers = @api_client.call_api(:POST, local_var_path, new_options)
  if @api_client.config.debugging
    @api_client.config.logger.debug "API called: AIServicesApi#visual_crop_analysis\nData: #{data.inspect}\nStatus code: #{status_code}\nHeaders: #{headers}"
  end
  return data, status_code, headers
end