Class: OCI::GenerativeAiInference::Models::CohereChatRequest
- Inherits:
-
BaseChatRequest
- Object
- BaseChatRequest
- OCI::GenerativeAiInference::Models::CohereChatRequest
- Defined in:
- lib/oci/generative_ai_inference/models/cohere_chat_request.rb
Overview
Details for the chat request for Cohere models.
Constant Summary collapse
- PROMPT_TRUNCATION_ENUM =
[ PROMPT_TRUNCATION_OFF = 'OFF'.freeze, PROMPT_TRUNCATION_AUTO_PRESERVE_ORDER = 'AUTO_PRESERVE_ORDER'.freeze ].freeze
- CITATION_QUALITY_ENUM =
[ CITATION_QUALITY_ACCURATE = 'ACCURATE'.freeze, CITATION_QUALITY_FAST = 'FAST'.freeze ].freeze
- SAFETY_MODE_ENUM =
[ SAFETY_MODE_CONTEXTUAL = 'CONTEXTUAL'.freeze, SAFETY_MODE_STRICT = 'STRICT'.freeze, SAFETY_MODE_OFF = 'OFF'.freeze ].freeze
Constants inherited from BaseChatRequest
BaseChatRequest::API_FORMAT_ENUM
Instance Attribute Summary collapse
-
#chat_history ⇒ Array<OCI::GenerativeAiInference::Models::CohereMessage>
The list of previous messages between the user and the model.
-
#citation_quality ⇒ String
When FAST is selected, citations are generated at the same time as the text output and the request will be completed sooner.
-
#documents ⇒ Array<Object>
A list of relevant documents that the model can refer to for generating grounded responses to the user's requests.
-
#frequency_penalty ⇒ Float
To reduce repetitiveness of generated tokens, this number penalizes new tokens based on their frequency in the generated text so far.
-
#is_echo ⇒ BOOLEAN
Returns the full prompt that was sent to the model when True.
-
#is_force_single_step ⇒ BOOLEAN
When enabled, the model will issue (potentially multiple) tool calls in a single step, before it receives the tool responses and directly answers the user's original message.
-
#is_raw_prompting ⇒ BOOLEAN
When enabled, the useru2019s
message
will be sent to the model without any preprocessing. -
#is_search_queries_only ⇒ BOOLEAN
When set to true, the response contains only a list of generated search queries without the search results and the model will not respond to the user's message.
-
#is_stream ⇒ BOOLEAN
Whether to stream the partial progress of the model's response.
-
#max_input_tokens ⇒ Integer
The maximum number of input tokens to send to the model.
-
#max_tokens ⇒ Integer
The maximum number of output tokens that the model will generate for the response.
-
#message ⇒ String
[Required] The text that the user inputs for the model to respond to.
-
#preamble_override ⇒ String
If specified, the default Cohere preamble is replaced with the provided preamble.
-
#presence_penalty ⇒ Float
To reduce repetitiveness of generated tokens, this number penalizes new tokens based on whether they've appeared in the generated text so far.
-
#prompt_truncation ⇒ String
Defaults to OFF.
- #response_format ⇒ OCI::GenerativeAiInference::Models::CohereResponseFormat
-
#safety_mode ⇒ String
Safety mode: Adds a safety instruction for the model to use when generating responses.
-
#seed ⇒ Integer
If specified, the backend will make a best effort to sample tokens deterministically, so that repeated requests with the same seed and parameters yield the same result.
-
#stop_sequences ⇒ Array<String>
Stop the model generation when it reaches a stop sequence defined in this parameter.
- #stream_options ⇒ OCI::GenerativeAiInference::Models::StreamOptions
-
#temperature ⇒ Float
A number that sets the randomness of the generated output.
-
#tool_results ⇒ Array<OCI::GenerativeAiInference::Models::CohereToolResult>
A list of results from invoking tools recommended by the model in the previous chat turn.
-
#tools ⇒ Array<OCI::GenerativeAiInference::Models::CohereTool>
A list of available tools (functions) that the model may suggest invoking before producing a text response.
-
#top_k ⇒ Integer
A sampling method in which the model chooses the next token randomly from the top k most likely tokens.
-
#top_p ⇒ Float
If set to a probability 0.0 < p < 1.0, it ensures that only the most likely tokens, with total probability mass of p, are considered for generation at each step.
Attributes inherited from BaseChatRequest
Class Method Summary collapse
-
.attribute_map ⇒ Object
Attribute mapping from ruby-style variable name to JSON key.
-
.swagger_types ⇒ Object
Attribute type mapping.
Instance Method Summary collapse
-
#==(other) ⇒ Object
Checks equality by comparing each attribute.
-
#build_from_hash(attributes) ⇒ Object
Builds the object from hash.
- #eql?(other) ⇒ Boolean
-
#hash ⇒ Fixnum
Calculates hash code according to all attributes.
-
#initialize(attributes = {}) ⇒ CohereChatRequest
constructor
Initializes the object.
-
#to_hash ⇒ Hash
Returns the object in the form of hash.
-
#to_s ⇒ String
Returns the string representation of the object.
Methods inherited from BaseChatRequest
Constructor Details
#initialize(attributes = {}) ⇒ CohereChatRequest
Initializes the object
258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 258 def initialize(attributes = {}) return unless attributes.is_a?(Hash) attributes['apiFormat'] = 'COHERE' super(attributes) # convert string to symbol for hash key attributes = attributes.each_with_object({}) { |(k, v), h| h[k.to_sym] = v } self. = attributes[:'message'] if attributes[:'message'] self.chat_history = attributes[:'chatHistory'] if attributes[:'chatHistory'] raise 'You cannot provide both :chatHistory and :chat_history' if attributes.key?(:'chatHistory') && attributes.key?(:'chat_history') self.chat_history = attributes[:'chat_history'] if attributes[:'chat_history'] self.documents = attributes[:'documents'] if attributes[:'documents'] self.response_format = attributes[:'responseFormat'] if attributes[:'responseFormat'] raise 'You cannot provide both :responseFormat and :response_format' if attributes.key?(:'responseFormat') && attributes.key?(:'response_format') self.response_format = attributes[:'response_format'] if attributes[:'response_format'] self.is_search_queries_only = attributes[:'isSearchQueriesOnly'] unless attributes[:'isSearchQueriesOnly'].nil? self.is_search_queries_only = false if is_search_queries_only.nil? && !attributes.key?(:'isSearchQueriesOnly') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :isSearchQueriesOnly and :is_search_queries_only' if attributes.key?(:'isSearchQueriesOnly') && attributes.key?(:'is_search_queries_only') self.is_search_queries_only = attributes[:'is_search_queries_only'] unless attributes[:'is_search_queries_only'].nil? self.is_search_queries_only = false if is_search_queries_only.nil? && !attributes.key?(:'isSearchQueriesOnly') && !attributes.key?(:'is_search_queries_only') # rubocop:disable Style/StringLiterals self.preamble_override = attributes[:'preambleOverride'] if attributes[:'preambleOverride'] raise 'You cannot provide both :preambleOverride and :preamble_override' if attributes.key?(:'preambleOverride') && attributes.key?(:'preamble_override') self.preamble_override = attributes[:'preamble_override'] if attributes[:'preamble_override'] self.is_stream = attributes[:'isStream'] unless attributes[:'isStream'].nil? self.is_stream = false if is_stream.nil? && !attributes.key?(:'isStream') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :isStream and :is_stream' if attributes.key?(:'isStream') && attributes.key?(:'is_stream') self.is_stream = attributes[:'is_stream'] unless attributes[:'is_stream'].nil? self.is_stream = false if is_stream.nil? && !attributes.key?(:'isStream') && !attributes.key?(:'is_stream') # rubocop:disable Style/StringLiterals self. = attributes[:'streamOptions'] if attributes[:'streamOptions'] raise 'You cannot provide both :streamOptions and :stream_options' if attributes.key?(:'streamOptions') && attributes.key?(:'stream_options') self. = attributes[:'stream_options'] if attributes[:'stream_options'] self.max_tokens = attributes[:'maxTokens'] if attributes[:'maxTokens'] raise 'You cannot provide both :maxTokens and :max_tokens' if attributes.key?(:'maxTokens') && attributes.key?(:'max_tokens') self.max_tokens = attributes[:'max_tokens'] if attributes[:'max_tokens'] self.max_input_tokens = attributes[:'maxInputTokens'] if attributes[:'maxInputTokens'] raise 'You cannot provide both :maxInputTokens and :max_input_tokens' if attributes.key?(:'maxInputTokens') && attributes.key?(:'max_input_tokens') self.max_input_tokens = attributes[:'max_input_tokens'] if attributes[:'max_input_tokens'] self.temperature = attributes[:'temperature'] if attributes[:'temperature'] self.temperature = 0.3 if temperature.nil? && !attributes.key?(:'temperature') # rubocop:disable Style/StringLiterals self.top_k = attributes[:'topK'] if attributes[:'topK'] raise 'You cannot provide both :topK and :top_k' if attributes.key?(:'topK') && attributes.key?(:'top_k') self.top_k = attributes[:'top_k'] if attributes[:'top_k'] self.top_p = attributes[:'topP'] if attributes[:'topP'] self.top_p = 0.75 if top_p.nil? && !attributes.key?(:'topP') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :topP and :top_p' if attributes.key?(:'topP') && attributes.key?(:'top_p') self.top_p = attributes[:'top_p'] if attributes[:'top_p'] self.top_p = 0.75 if top_p.nil? && !attributes.key?(:'topP') && !attributes.key?(:'top_p') # rubocop:disable Style/StringLiterals self.prompt_truncation = attributes[:'promptTruncation'] if attributes[:'promptTruncation'] self.prompt_truncation = "OFF" if prompt_truncation.nil? && !attributes.key?(:'promptTruncation') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :promptTruncation and :prompt_truncation' if attributes.key?(:'promptTruncation') && attributes.key?(:'prompt_truncation') self.prompt_truncation = attributes[:'prompt_truncation'] if attributes[:'prompt_truncation'] self.prompt_truncation = "OFF" if prompt_truncation.nil? && !attributes.key?(:'promptTruncation') && !attributes.key?(:'prompt_truncation') # rubocop:disable Style/StringLiterals self.frequency_penalty = attributes[:'frequencyPenalty'] if attributes[:'frequencyPenalty'] self.frequency_penalty = 0.0 if frequency_penalty.nil? && !attributes.key?(:'frequencyPenalty') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :frequencyPenalty and :frequency_penalty' if attributes.key?(:'frequencyPenalty') && attributes.key?(:'frequency_penalty') self.frequency_penalty = attributes[:'frequency_penalty'] if attributes[:'frequency_penalty'] self.frequency_penalty = 0.0 if frequency_penalty.nil? && !attributes.key?(:'frequencyPenalty') && !attributes.key?(:'frequency_penalty') # rubocop:disable Style/StringLiterals self.presence_penalty = attributes[:'presencePenalty'] if attributes[:'presencePenalty'] self.presence_penalty = 0.0 if presence_penalty.nil? && !attributes.key?(:'presencePenalty') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :presencePenalty and :presence_penalty' if attributes.key?(:'presencePenalty') && attributes.key?(:'presence_penalty') self.presence_penalty = attributes[:'presence_penalty'] if attributes[:'presence_penalty'] self.presence_penalty = 0.0 if presence_penalty.nil? && !attributes.key?(:'presencePenalty') && !attributes.key?(:'presence_penalty') # rubocop:disable Style/StringLiterals self.seed = attributes[:'seed'] if attributes[:'seed'] self.is_echo = attributes[:'isEcho'] unless attributes[:'isEcho'].nil? self.is_echo = false if is_echo.nil? && !attributes.key?(:'isEcho') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :isEcho and :is_echo' if attributes.key?(:'isEcho') && attributes.key?(:'is_echo') self.is_echo = attributes[:'is_echo'] unless attributes[:'is_echo'].nil? self.is_echo = false if is_echo.nil? && !attributes.key?(:'isEcho') && !attributes.key?(:'is_echo') # rubocop:disable Style/StringLiterals self.tools = attributes[:'tools'] if attributes[:'tools'] self.tool_results = attributes[:'toolResults'] if attributes[:'toolResults'] raise 'You cannot provide both :toolResults and :tool_results' if attributes.key?(:'toolResults') && attributes.key?(:'tool_results') self.tool_results = attributes[:'tool_results'] if attributes[:'tool_results'] self.is_force_single_step = attributes[:'isForceSingleStep'] unless attributes[:'isForceSingleStep'].nil? self.is_force_single_step = false if is_force_single_step.nil? && !attributes.key?(:'isForceSingleStep') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :isForceSingleStep and :is_force_single_step' if attributes.key?(:'isForceSingleStep') && attributes.key?(:'is_force_single_step') self.is_force_single_step = attributes[:'is_force_single_step'] unless attributes[:'is_force_single_step'].nil? self.is_force_single_step = false if is_force_single_step.nil? && !attributes.key?(:'isForceSingleStep') && !attributes.key?(:'is_force_single_step') # rubocop:disable Style/StringLiterals self.stop_sequences = attributes[:'stopSequences'] if attributes[:'stopSequences'] raise 'You cannot provide both :stopSequences and :stop_sequences' if attributes.key?(:'stopSequences') && attributes.key?(:'stop_sequences') self.stop_sequences = attributes[:'stop_sequences'] if attributes[:'stop_sequences'] self.is_raw_prompting = attributes[:'isRawPrompting'] unless attributes[:'isRawPrompting'].nil? self.is_raw_prompting = false if is_raw_prompting.nil? && !attributes.key?(:'isRawPrompting') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :isRawPrompting and :is_raw_prompting' if attributes.key?(:'isRawPrompting') && attributes.key?(:'is_raw_prompting') self.is_raw_prompting = attributes[:'is_raw_prompting'] unless attributes[:'is_raw_prompting'].nil? self.is_raw_prompting = false if is_raw_prompting.nil? && !attributes.key?(:'isRawPrompting') && !attributes.key?(:'is_raw_prompting') # rubocop:disable Style/StringLiterals self.citation_quality = attributes[:'citationQuality'] if attributes[:'citationQuality'] self.citation_quality = "ACCURATE" if citation_quality.nil? && !attributes.key?(:'citationQuality') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :citationQuality and :citation_quality' if attributes.key?(:'citationQuality') && attributes.key?(:'citation_quality') self.citation_quality = attributes[:'citation_quality'] if attributes[:'citation_quality'] self.citation_quality = "ACCURATE" if citation_quality.nil? && !attributes.key?(:'citationQuality') && !attributes.key?(:'citation_quality') # rubocop:disable Style/StringLiterals self.safety_mode = attributes[:'safetyMode'] if attributes[:'safetyMode'] self.safety_mode = "CONTEXTUAL" if safety_mode.nil? && !attributes.key?(:'safetyMode') # rubocop:disable Style/StringLiterals raise 'You cannot provide both :safetyMode and :safety_mode' if attributes.key?(:'safetyMode') && attributes.key?(:'safety_mode') self.safety_mode = attributes[:'safety_mode'] if attributes[:'safety_mode'] self.safety_mode = "CONTEXTUAL" if safety_mode.nil? && !attributes.key?(:'safetyMode') && !attributes.key?(:'safety_mode') # rubocop:disable Style/StringLiterals end |
Instance Attribute Details
#chat_history ⇒ Array<OCI::GenerativeAiInference::Models::CohereMessage>
The list of previous messages between the user and the model. The chat history gives the model context for responding to the user's inputs.
34 35 36 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 34 def chat_history @chat_history end |
#citation_quality ⇒ String
When FAST is selected, citations are generated at the same time as the text output and the request will be completed sooner. May result in less accurate citations.
148 149 150 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 148 def citation_quality @citation_quality end |
#documents ⇒ Array<Object>
A list of relevant documents that the model can refer to for generating grounded responses to the user's requests. Some example keys that you can add to the dictionary are "text", "author", and "date". Keep the total word count of the strings in the dictionary to 300 words or less.
Example: [ { \"title\": \"Tall penguins\", \"snippet\": \"Emperor penguins are the tallest.\" }, { \"title\": \"Penguin habitats\", \"snippet\": \"Emperor penguins only live in Antarctica.\" } ]
46 47 48 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 46 def documents @documents end |
#frequency_penalty ⇒ Float
To reduce repetitiveness of generated tokens, this number penalizes new tokens based on their frequency in the generated text so far. Greater numbers encourage the model to use new tokens, while lower numbers encourage the model to repeat the tokens. Set to 0 to disable.
106 107 108 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 106 def frequency_penalty @frequency_penalty end |
#is_echo ⇒ BOOLEAN
Returns the full prompt that was sent to the model when True.
122 123 124 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 122 def is_echo @is_echo end |
#is_force_single_step ⇒ BOOLEAN
When enabled, the model will issue (potentially multiple) tool calls in a single step, before it receives the tool responses and directly answers the user's original message.
135 136 137 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 135 def is_force_single_step @is_force_single_step end |
#is_raw_prompting ⇒ BOOLEAN
When enabled, the useru2019s message
will be sent to the model without any preprocessing.
143 144 145 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 143 def is_raw_prompting @is_raw_prompting end |
#is_search_queries_only ⇒ BOOLEAN
When set to true, the response contains only a list of generated search queries without the search results and the model will not respond to the user's message.
54 55 56 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 54 def is_search_queries_only @is_search_queries_only end |
#is_stream ⇒ BOOLEAN
Whether to stream the partial progress of the model's response. When set to true, as tokens become available, they are sent as data-only server-sent events.
65 66 67 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 65 def is_stream @is_stream end |
#max_input_tokens ⇒ Integer
The maximum number of input tokens to send to the model. If not specified, max_input_tokens is the model's context length limit minus a small buffer.
76 77 78 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 76 def max_input_tokens @max_input_tokens end |
#max_tokens ⇒ Integer
The maximum number of output tokens that the model will generate for the response.
72 73 74 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 72 def max_tokens @max_tokens end |
#message ⇒ String
[Required] The text that the user inputs for the model to respond to.
30 31 32 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 30 def @message end |
#preamble_override ⇒ String
If specified, the default Cohere preamble is replaced with the provided preamble. A preamble is an initial guideline message that can change the model's overall chat behavior and conversation style. Default preambles vary for different models.
Example: You are a travel advisor. Answer with a pirate tone.
61 62 63 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 61 def preamble_override @preamble_override end |
#presence_penalty ⇒ Float
To reduce repetitiveness of generated tokens, this number penalizes new tokens based on whether they've appeared in the generated text so far. Greater numbers encourage the model to use new tokens, while lower numbers encourage the model to repeat the tokens.
Similar to frequency penalty, a penalty is applied to previously present tokens, except that this penalty is applied equally to all tokens that have already appeared, regardless of how many times they've appeared. Set to 0 to disable.
113 114 115 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 113 def presence_penalty @presence_penalty end |
#prompt_truncation ⇒ String
Defaults to OFF. Dictates how the prompt will be constructed. With promptTruncation
set to AUTO_PRESERVE_ORDER, some elements from chatHistory
and documents
will be dropped to construct a prompt that fits within the model's context length limit. During this process the order of the documents and chat history will be preserved. With prompt_truncation
set to OFF, no elements will be dropped.
101 102 103 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 101 def prompt_truncation @prompt_truncation end |
#response_format ⇒ OCI::GenerativeAiInference::Models::CohereResponseFormat
49 50 51 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 49 def response_format @response_format end |
#safety_mode ⇒ String
Safety mode: Adds a safety instruction for the model to use when generating responses. Contextual: (Default) Puts fewer constraints on the output. It maintains core protections by aiming to reject harmful or illegal suggestions, but it allows profanity and some toxic content, sexually explicit and violent content, and content that contains medical, financial, or legal information. Contextual mode is suited for entertainment, creative, or academic use. Strict: Aims to avoid sensitive topics, such as violent or sexual acts and profanity. This mode aims to provide a safer experience by prohibiting responses or recommendations that it finds inappropriate. Strict mode is suited for corporate use, such as for corporate communications and customer service. Off: No safety mode is applied. Note: This parameter is only compatible with models cohere.command-r-08-2024, cohere.command-r-plus-08-2024 and Cohere models released after these models. See release dates.
157 158 159 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 157 def safety_mode @safety_mode end |
#seed ⇒ Integer
If specified, the backend will make a best effort to sample tokens deterministically, so that repeated requests with the same seed and parameters yield the same result. However, determinism cannot be fully guaranteed.
118 119 120 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 118 def seed @seed end |
#stop_sequences ⇒ Array<String>
Stop the model generation when it reaches a stop sequence defined in this parameter.
139 140 141 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 139 def stop_sequences @stop_sequences end |
#stream_options ⇒ OCI::GenerativeAiInference::Models::StreamOptions
68 69 70 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 68 def @stream_options end |
#temperature ⇒ Float
A number that sets the randomness of the generated output. A lower temperature means less random generations. Use lower numbers for tasks such as question answering or summarizing. High temperatures can generate hallucinations or factually incorrect information. Start with temperatures lower than 1.0 and increase the temperature for more creative outputs, as you regenerate the prompts to refine the outputs.
82 83 84 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 82 def temperature @temperature end |
#tool_results ⇒ Array<OCI::GenerativeAiInference::Models::CohereToolResult>
A list of results from invoking tools recommended by the model in the previous chat turn.
130 131 132 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 130 def tool_results @tool_results end |
#tools ⇒ Array<OCI::GenerativeAiInference::Models::CohereTool>
A list of available tools (functions) that the model may suggest invoking before producing a text response.
126 127 128 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 126 def tools @tools end |
#top_k ⇒ Integer
A sampling method in which the model chooses the next token randomly from the top k most likely tokens. A higher value for k generates more random output, which makes the output text sound more natural. The default value for k is 0 which disables this method and considers all tokens. To set a number for the likely tokens, choose an integer between 1 and 500.
If also using top p, then the model considers only the top tokens whose probabilities add up to p percent and ignores the rest of the k tokens. For example, if k is 20 but only the probabilities of the top 10 add up to the value of p, then only the top 10 tokens are chosen.
89 90 91 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 89 def top_k @top_k end |
#top_p ⇒ Float
If set to a probability 0.0 < p < 1.0, it ensures that only the most likely tokens, with total probability mass of p, are considered for generation at each step.
To eliminate tokens with low likelihood, assign p a minimum percentage for the next token's likelihood. For example, when p is set to 0.75, the model eliminates the bottom 25 percent for the next token. Set to 1.0 to consider all tokens and set to 0 to disable. If both k and p are enabled, p acts after k.
96 97 98 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 96 def top_p @top_p end |
Class Method Details
.attribute_map ⇒ Object
Attribute mapping from ruby-style variable name to JSON key.
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 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 160 def self.attribute_map { # rubocop:disable Style/SymbolLiteral 'api_format': :'apiFormat', 'message': :'message', 'chat_history': :'chatHistory', 'documents': :'documents', 'response_format': :'responseFormat', 'is_search_queries_only': :'isSearchQueriesOnly', 'preamble_override': :'preambleOverride', 'is_stream': :'isStream', 'stream_options': :'streamOptions', 'max_tokens': :'maxTokens', 'max_input_tokens': :'maxInputTokens', 'temperature': :'temperature', 'top_k': :'topK', 'top_p': :'topP', 'prompt_truncation': :'promptTruncation', 'frequency_penalty': :'frequencyPenalty', 'presence_penalty': :'presencePenalty', 'seed': :'seed', 'is_echo': :'isEcho', 'tools': :'tools', 'tool_results': :'toolResults', 'is_force_single_step': :'isForceSingleStep', 'stop_sequences': :'stopSequences', 'is_raw_prompting': :'isRawPrompting', 'citation_quality': :'citationQuality', 'safety_mode': :'safetyMode' # rubocop:enable Style/SymbolLiteral } end |
.swagger_types ⇒ Object
Attribute type mapping.
194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 194 def self.swagger_types { # rubocop:disable Style/SymbolLiteral 'api_format': :'String', 'message': :'String', 'chat_history': :'Array<OCI::GenerativeAiInference::Models::CohereMessage>', 'documents': :'Array<Object>', 'response_format': :'OCI::GenerativeAiInference::Models::CohereResponseFormat', 'is_search_queries_only': :'BOOLEAN', 'preamble_override': :'String', 'is_stream': :'BOOLEAN', 'stream_options': :'OCI::GenerativeAiInference::Models::StreamOptions', 'max_tokens': :'Integer', 'max_input_tokens': :'Integer', 'temperature': :'Float', 'top_k': :'Integer', 'top_p': :'Float', 'prompt_truncation': :'String', 'frequency_penalty': :'Float', 'presence_penalty': :'Float', 'seed': :'Integer', 'is_echo': :'BOOLEAN', 'tools': :'Array<OCI::GenerativeAiInference::Models::CohereTool>', 'tool_results': :'Array<OCI::GenerativeAiInference::Models::CohereToolResult>', 'is_force_single_step': :'BOOLEAN', 'stop_sequences': :'Array<String>', 'is_raw_prompting': :'BOOLEAN', 'citation_quality': :'String', 'safety_mode': :'String' # rubocop:enable Style/SymbolLiteral } end |
Instance Method Details
#==(other) ⇒ Object
Checks equality by comparing each attribute.
453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 453 def ==(other) return true if equal?(other) self.class == other.class && api_format == other.api_format && == other. && chat_history == other.chat_history && documents == other.documents && response_format == other.response_format && is_search_queries_only == other.is_search_queries_only && preamble_override == other.preamble_override && is_stream == other.is_stream && == other. && max_tokens == other.max_tokens && max_input_tokens == other.max_input_tokens && temperature == other.temperature && top_k == other.top_k && top_p == other.top_p && prompt_truncation == other.prompt_truncation && frequency_penalty == other.frequency_penalty && presence_penalty == other.presence_penalty && seed == other.seed && is_echo == other.is_echo && tools == other.tools && tool_results == other.tool_results && is_force_single_step == other.is_force_single_step && stop_sequences == other.stop_sequences && is_raw_prompting == other.is_raw_prompting && citation_quality == other.citation_quality && safety_mode == other.safety_mode end |
#build_from_hash(attributes) ⇒ Object
Builds the object from hash
508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 508 def build_from_hash(attributes) return nil unless attributes.is_a?(Hash) self.class.swagger_types.each_pair do |key, type| if type =~ /^Array<(.*)>/i # check to ensure the input is an array given that the the attribute # is documented as an array but the input is not if attributes[self.class.attribute_map[key]].is_a?(Array) public_method("#{key}=").call( attributes[self.class.attribute_map[key]] .map { |v| OCI::Internal::Util.convert_to_type(Regexp.last_match(1), v) } ) end elsif !attributes[self.class.attribute_map[key]].nil? public_method("#{key}=").call( OCI::Internal::Util.convert_to_type(type, attributes[self.class.attribute_map[key]]) ) end # or else data not found in attributes(hash), not an issue as the data can be optional end self end |
#eql?(other) ⇒ Boolean
488 489 490 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 488 def eql?(other) self == other end |
#hash ⇒ Fixnum
Calculates hash code according to all attributes.
497 498 499 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 497 def hash [api_format, , chat_history, documents, response_format, is_search_queries_only, preamble_override, is_stream, , max_tokens, max_input_tokens, temperature, top_k, top_p, prompt_truncation, frequency_penalty, presence_penalty, seed, is_echo, tools, tool_results, is_force_single_step, stop_sequences, is_raw_prompting, citation_quality, safety_mode].hash end |
#to_hash ⇒ Hash
Returns the object in the form of hash
541 542 543 544 545 546 547 548 549 550 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 541 def to_hash hash = {} self.class.attribute_map.each_pair do |attr, param| value = public_method(attr).call next if value.nil? && !instance_variable_defined?("@#{attr}") hash[param] = _to_hash(value) end hash end |
#to_s ⇒ String
Returns the string representation of the object
535 536 537 |
# File 'lib/oci/generative_ai_inference/models/cohere_chat_request.rb', line 535 def to_s to_hash.to_s end |