Class: Legion::Extensions::Llm::Provider
- Inherits:
-
Object
- Object
- Legion::Extensions::Llm::Provider
- Includes:
- Cache::Helper, Streaming, Logging::Helper
- Defined in:
- lib/legion/extensions/llm/provider.rb,
lib/legion/extensions/llm/provider/open_ai_compatible.rb
Overview
Base class for LLM providers.
Defined Under Namespace
Modules: OpenAICompatible
Constant Summary collapse
- MODEL_DETAIL_CACHE_SCHEMA_VERSION =
2
Instance Attribute Summary collapse
-
#config ⇒ Object
readonly
Returns the value of attribute config.
-
#connection ⇒ Object
readonly
Returns the value of attribute connection.
Class Method Summary collapse
- .assume_models_exist? ⇒ Boolean
- .capabilities ⇒ Object
- .configuration_options ⇒ Object
- .configuration_requirements ⇒ Object
- .configured?(config) ⇒ Boolean
- .default_tier ⇒ Object
- .default_transport ⇒ Object
- .local? ⇒ Boolean
-
.model_policy(config, provider_family) ⇒ Object
Effective whitelist/blacklist for an instance config: per-instance config first, then the provider-level setting (mirrors instance #model_whitelist resolution order).
- .name ⇒ Object
-
.policy_allows?(model_name, whitelist: [], blacklist: []) ⇒ Boolean
Single source of truth for model-policy matching, usable both at runtime (instance #model_allowed?) and at instance-config build time (provider extensions choosing a default_model that does not violate the policy).
-
.policy_safe_default_model(configured:, fallback:, whitelist: [], blacklist: []) ⇒ Object
Choose a default_model that never violates the model policy: prefer an explicitly-configured default when permitted; else a provider fallback when permitted; else nil, so routing resolves an allowed discovered model rather than forcing a policy-forbidden default.
- .remote? ⇒ Boolean
-
.resolve_model_id(model_id, config: nil) ⇒ Object
rubocop:disable Lint/UnusedMethodArgument.
- .slug ⇒ Object
Instance Method Summary collapse
- #api_base ⇒ Object
- #assume_models_exist? ⇒ Boolean
- #cache_control_prefix_tokens ⇒ Object
- #cache_enabled? ⇒ Boolean
- #cache_instance_key ⇒ Object
-
#cache_local_instance? ⇒ Boolean
── Cache helpers with local/shared tier selection ────────────────.
- #capabilities ⇒ Object
-
#chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
rubocop:disable Metrics/ParameterLists.
- #complete(messages, tools:, temperature:, model:, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
- #config_base_url ⇒ Object
- #configuration_requirements ⇒ Object
- #configured? ⇒ Boolean
- #count_tokens(messages:, model:, params: {}) ⇒ Object
- #discover_offerings(live: false, raise_on_unreachable: false, **filters) ⇒ Object
- #embed(text:, model:, dimensions: nil, params: {}, headers: {}) ⇒ Object
- #endpoint_manifest ⇒ Object
-
#enforce_model_allowed!(model_name) ⇒ Object
Compliance guard: refuse to dispatch any request for a model excluded by the configured model_whitelist / model_blacklist.
-
#fetch_model_detail(_model_name) ⇒ Object
Override in subclasses to make a live API call for model detail.
- #find_reachable_url(urls) ⇒ Object
- #format_messages(messages) ⇒ Object
- #format_tool_calls(_tool_calls) ⇒ Object
- #headers ⇒ Object
- #health(live: false) ⇒ Object
- #identity_headers ⇒ Object
-
#image(prompt:, model:, size:, with: nil, mask: nil, params: {}) ⇒ Object
rubocop:disable Metrics/ParameterLists.
-
#initialize(config) ⇒ Provider
constructor
A new instance of Provider.
-
#list_models(live: false, **filters) ⇒ Object
rubocop:enable Metrics/ParameterLists.
- #local? ⇒ Boolean
- #model_allowed?(model_name) ⇒ Boolean
- #model_blacklist ⇒ Object
- #model_cache_get(key) ⇒ Object
- #model_detail(model_name) ⇒ Object
-
#model_whitelist ⇒ Object
── Model allow-list / deny-list filtering ────────────────────────.
- #moderate(input, model:) ⇒ Object
- #name ⇒ Object
- #normalize_url(url) ⇒ Object
- #offering_tier ⇒ Object
-
#offering_transport ⇒ Object
── Offering defaults ─────────────────────────────────────────────.
-
#paint(prompt, model:, size:, with: nil, mask: nil, params: {}) ⇒ Object
rubocop:disable Metrics/ParameterLists.
- #parse_error(response) ⇒ Object
- #parse_tool_calls(_tool_calls) ⇒ Object
- #provider_instance_id ⇒ Object
- #readiness(live: false) ⇒ Object
- #remote? ⇒ Boolean
-
#resolve_base_url ⇒ Object
── Multi-host base_url resolution ────────────────────────────────.
- #runtime_provider_setting(key) ⇒ Object
- #slug ⇒ Object
- #stream_chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
- #strip_scheme(url) ⇒ Object
- #tls_enabled? ⇒ Boolean
- #transcribe(audio_file, model:, language:) ⇒ Object
- #url_reachable?(url) ⇒ Boolean
Methods included from Streaming
build_on_data_handler, build_stream_callback, build_stream_error_response, error_chunk?, faraday_1?, handle_data, handle_error_chunk, handle_error_event, handle_failed_response, handle_json_error_chunk, handle_parsed_error, handle_sse, handle_stream, json_error_payload?, parse_error_from_json, parse_streaming_error, persist_failed_response_body, persist_failed_response_custom_body?, persist_failed_response_env_body?, process_stream_chunk, raise_partial_streaming_error, raise_streaming_status_error, stream_response
Constructor Details
#initialize(config) ⇒ Provider
Returns a new instance of Provider.
37 38 39 40 41 |
# File 'lib/legion/extensions/llm/provider.rb', line 37 def initialize(config) @config = config.is_a?(Hash) ? HashConfig.new(config) : config ensure_configured! @connection = Connection.new(self, @config) end |
Instance Attribute Details
#config ⇒ Object (readonly)
Returns the value of attribute config.
35 36 37 |
# File 'lib/legion/extensions/llm/provider.rb', line 35 def config @config end |
#connection ⇒ Object (readonly)
Returns the value of attribute connection.
35 36 37 |
# File 'lib/legion/extensions/llm/provider.rb', line 35 def connection @connection end |
Class Method Details
.assume_models_exist? ⇒ Boolean
581 582 583 |
# File 'lib/legion/extensions/llm/provider.rb', line 581 def assume_models_exist? false end |
.capabilities ⇒ Object
553 554 555 |
# File 'lib/legion/extensions/llm/provider.rb', line 553 def capabilities nil end |
.configuration_options ⇒ Object
561 562 563 |
# File 'lib/legion/extensions/llm/provider.rb', line 561 def [] end |
.configuration_requirements ⇒ Object
557 558 559 |
# File 'lib/legion/extensions/llm/provider.rb', line 557 def configuration_requirements [] end |
.configured?(config) ⇒ Boolean
589 590 591 |
# File 'lib/legion/extensions/llm/provider.rb', line 589 def configured?(config) configuration_requirements.all? { |req| config.send(req) } end |
.default_tier ⇒ Object
569 570 571 |
# File 'lib/legion/extensions/llm/provider.rb', line 569 def default_tier :frontier end |
.default_transport ⇒ Object
565 566 567 |
# File 'lib/legion/extensions/llm/provider.rb', line 565 def default_transport :http end |
.local? ⇒ Boolean
573 574 575 |
# File 'lib/legion/extensions/llm/provider.rb', line 573 def local? false end |
.model_policy(config, provider_family) ⇒ Object
Effective whitelist/blacklist for an instance config: per-instance config first, then the provider-level setting (mirrors instance #model_whitelist resolution order). Used by provider extensions when picking a default_model.
394 395 396 397 398 399 400 401 402 |
# File 'lib/legion/extensions/llm/provider.rb', line 394 def self.model_policy(config, provider_family) cfg = config.is_a?(Hash) ? config : {} provider_conf = CredentialSources.setting(:extensions, :llm, provider_family) provider_conf = {} unless provider_conf.is_a?(Hash) { whitelist: cfg[:model_whitelist] || provider_conf[:model_whitelist] || provider_conf['model_whitelist'], blacklist: cfg[:model_blacklist] || provider_conf[:model_blacklist] || provider_conf['model_blacklist'] } end |
.name ⇒ Object
545 546 547 |
# File 'lib/legion/extensions/llm/provider.rb', line 545 def name to_s.split('::').last end |
.policy_allows?(model_name, whitelist: [], blacklist: []) ⇒ Boolean
Single source of truth for model-policy matching, usable both at runtime (instance #model_allowed?) and at instance-config build time (provider extensions choosing a default_model that does not violate the policy). Substring, case-insensitive: a whitelist permits models containing any pattern; a blacklist denies models containing any pattern; whitelist is applied before blacklist. Empty list = no restriction from that side.
380 381 382 383 384 385 386 387 388 389 |
# File 'lib/legion/extensions/llm/provider.rb', line 380 def self.policy_allows?(model_name, whitelist: [], blacklist: []) name = model_name.to_s.downcase wl = Array(whitelist).map { |p| p.to_s.downcase } bl = Array(blacklist).map { |p| p.to_s.downcase } return false if wl.any? && wl.none? { |p| name.include?(p) } return false if bl.any? && bl.any? { |p| name.include?(p) } true end |
.policy_safe_default_model(configured:, fallback:, whitelist: [], blacklist: []) ⇒ Object
Choose a default_model that never violates the model policy: prefer an explicitly-configured default when permitted; else a provider fallback when permitted; else nil, so routing resolves an allowed discovered model rather than forcing a policy-forbidden default. Keeps a whitelist/blacklist authoritative over any hardcoded provider default.
409 410 411 412 413 414 415 416 |
# File 'lib/legion/extensions/llm/provider.rb', line 409 def self.policy_safe_default_model(configured:, fallback:, whitelist: [], blacklist: []) return configured if configured && !configured.to_s.empty? && policy_allows?(configured, whitelist:, blacklist:) return fallback if fallback && !fallback.to_s.empty? && policy_allows?(fallback, whitelist:, blacklist:) nil end |
.remote? ⇒ Boolean
577 578 579 |
# File 'lib/legion/extensions/llm/provider.rb', line 577 def remote? !local? end |
.resolve_model_id(model_id, config: nil) ⇒ Object
rubocop:disable Lint/UnusedMethodArgument
585 586 587 |
# File 'lib/legion/extensions/llm/provider.rb', line 585 def resolve_model_id(model_id, config: nil) # rubocop:disable Lint/UnusedMethodArgument model_id end |
.slug ⇒ Object
549 550 551 |
# File 'lib/legion/extensions/llm/provider.rb', line 549 def slug name.downcase end |
Instance Method Details
#api_base ⇒ Object
43 44 45 |
# File 'lib/legion/extensions/llm/provider.rb', line 43 def api_base raise NotImplementedError end |
#assume_models_exist? ⇒ Boolean
263 264 265 |
# File 'lib/legion/extensions/llm/provider.rb', line 263 def assume_models_exist? self.class.assume_models_exist? end |
#cache_control_prefix_tokens ⇒ Object
247 248 249 250 251 252 253 |
# File 'lib/legion/extensions/llm/provider.rb', line 247 def cache_control_prefix_tokens if config.respond_to?(:cache_control_prefix_tokens) && config.cache_control_prefix_tokens config.cache_control_prefix_tokens else 4 end end |
#cache_enabled? ⇒ Boolean
234 235 236 237 238 239 240 241 242 243 244 245 |
# File 'lib/legion/extensions/llm/provider.rb', line 234 def cache_enabled? explicit = config.llm_cache_enabled if config.respond_to?(:llm_cache_enabled) unless explicit.nil? log.debug { "[#{slug}] cache_enabled? source=per_provider value=#{explicit}" } return explicit == true end global = global_prompt_caching_enabled? log.debug { "[#{slug}] cache_enabled? source=global value=#{global}" } global end |
#cache_instance_key ⇒ Object
528 529 530 531 532 533 534 535 536 |
# File 'lib/legion/extensions/llm/provider.rb', line 528 def cache_instance_key if cache_local_instance? (respond_to?(:instance_id) ? instance_id : :default).to_s else require 'digest' urls = Array(config_base_url).map { |u| strip_scheme(u).downcase.chomp('/') }.sort Digest::SHA256.hexdigest(urls.join('|'))[0, 12] end end |
#cache_local_instance? ⇒ Boolean
── Cache helpers with local/shared tier selection ────────────────
492 493 494 495 496 497 |
# File 'lib/legion/extensions/llm/provider.rb', line 492 def cache_local_instance? Array(config_base_url).any? do |url| host = url.to_s.downcase host.include?('localhost') || host.include?('127.0.0.1') || host.include?('::1') end end |
#capabilities ⇒ Object
78 79 80 |
# File 'lib/legion/extensions/llm/provider.rb', line 78 def capabilities self.class.capabilities end |
#chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
rubocop:disable Metrics/ParameterLists
87 88 89 90 |
# File 'lib/legion/extensions/llm/provider.rb', line 87 def chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) complete(, tools:, temperature:, model:, params:, headers:, schema:, thinking:, tool_prefs:) end |
#complete(messages, tools:, temperature:, model:, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 |
# File 'lib/legion/extensions/llm/provider.rb', line 97 def complete(, tools:, temperature:, model:, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil, &) enforce_model_allowed!(model) normalized_temperature = maybe_normalize_temperature(temperature, model) log_provider_request( messages: , tools: tools, temperature: temperature, normalized_temperature: normalized_temperature, model: model, params: params, headers: headers, schema: schema, thinking: thinking, tool_prefs: tool_prefs, streaming: block_given? ) payload = Utils.deep_merge( render_payload( , tools: tools, tool_prefs: tool_prefs, temperature: normalized_temperature, model: model, stream: block_given?, schema: schema, thinking: thinking ), params ) if block_given? stream_response @connection, payload, headers, & else sync_response @connection, payload, headers end end |
#config_base_url ⇒ Object
450 451 452 |
# File 'lib/legion/extensions/llm/provider.rb', line 450 def config_base_url respond_to?(:settings) ? settings[:base_url] : nil end |
#configuration_requirements ⇒ Object
82 83 84 |
# File 'lib/legion/extensions/llm/provider.rb', line 82 def configuration_requirements self.class.configuration_requirements end |
#configured? ⇒ Boolean
230 231 232 |
# File 'lib/legion/extensions/llm/provider.rb', line 230 def configured? configuration_requirements.all? { |req| @config.send(req) } end |
#count_tokens(messages:, model:, params: {}) ⇒ Object
215 216 217 218 219 220 221 |
# File 'lib/legion/extensions/llm/provider.rb', line 215 def count_tokens(messages:, model:, params: {}) _ = [model, params] Array().sum do || content = .respond_to?(:content) ? .content : [:content] || ['content'] estimate_text_tokens(content) end end |
#discover_offerings(live: false, raise_on_unreachable: false, **filters) ⇒ Object
143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 |
# File 'lib/legion/extensions/llm/provider.rb', line 143 def discover_offerings(live: false, raise_on_unreachable: false, **filters) return filter_cached_offerings(Array(@cached_offerings), filters) unless live provider_health = health(live:) @cached_offerings = Array(list_models(live:, **filters)).filter_map do |model| next unless model_matches_filters?(model, filters) next unless model_allowed?(model.id) offering_from_model(model, health: provider_health) end @cached_offerings rescue Faraday::ConnectionFailed, Faraday::TimeoutError => e log.warn("[#{slug}] instance=#{provider_instance_id} unreachable: #{e.}") raise if raise_on_unreachable [] end |
#embed(text:, model:, dimensions: nil, params: {}, headers: {}) ⇒ Object
187 188 189 190 191 192 193 194 |
# File 'lib/legion/extensions/llm/provider.rb', line 187 def (text:, model:, dimensions: nil, params: {}, headers: {}) enforce_model_allowed!(model) payload = Utils.deep_merge((text, model:, dimensions:), params) response = @connection.post((model:), payload) do |req| req.headers = headers.merge(req.headers) unless headers.empty? end (response, model:, text:) end |
#endpoint_manifest ⇒ Object
289 290 291 292 293 294 295 296 297 298 |
# File 'lib/legion/extensions/llm/provider.rb', line 289 def endpoint_manifest endpoint_methods.each_with_object({}) do |(key, method_name), result| next unless respond_to?(method_name) value = public_send(method_name) result[key] = value unless value.nil? rescue ArgumentError, NotImplementedError next end end |
#enforce_model_allowed!(model_name) ⇒ Object
Compliance guard: refuse to dispatch any request for a model excluded by the configured model_whitelist / model_blacklist. Invoked at every dispatch entry point (the last line before the model API call) so a denied model can never reach a provider API, regardless of caller. Fail closed — raises rather than silently routing elsewhere.
423 424 425 426 427 428 429 |
# File 'lib/legion/extensions/llm/provider.rb', line 423 def enforce_model_allowed!(model_name) return if model_allowed?(model_name) log.warn("[#{slug}] action=model_denied model=#{model_name} instance=#{provider_instance_id} " \ 'reason=model_whitelist_or_blacklist') raise ModelNotAllowedError.new(model: model_name, provider: slug) end |
#fetch_model_detail(_model_name) ⇒ Object
Override in subclasses to make a live API call for model detail. Must return a Hash with symbol keys (e.g. { context_window: 128000 }).
524 525 526 |
# File 'lib/legion/extensions/llm/provider.rb', line 524 def fetch_model_detail(_model_name) nil end |
#find_reachable_url(urls) ⇒ Object
462 463 464 465 466 467 468 |
# File 'lib/legion/extensions/llm/provider.rb', line 462 def find_reachable_url(urls) urls.each do |url| full = normalize_url(url) return full if url_reachable?(full) end nil end |
#format_messages(messages) ⇒ Object
322 323 324 325 326 327 328 329 |
# File 'lib/legion/extensions/llm/provider.rb', line 322 def () .map do |msg| { role: msg.role.to_s, content: msg.content } end end |
#format_tool_calls(_tool_calls) ⇒ Object
331 332 333 |
# File 'lib/legion/extensions/llm/provider.rb', line 331 def format_tool_calls(_tool_calls) nil end |
#headers ⇒ Object
47 48 49 |
# File 'lib/legion/extensions/llm/provider.rb', line 47 def headers identity_headers end |
#health(live: false) ⇒ Object
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 |
# File 'lib/legion/extensions/llm/provider.rb', line 161 def health(live: false) readiness_data = readiness(live:) raw_health = readiness_data[:health] || readiness_data['health'] || {} status = health_status(readiness_data, raw_health) { provider: slug.to_sym, instance_id: provider_instance_id, status:, ready: readiness_data[:ready] == true || readiness_data['ready'] == true, circuit_state: status == 'healthy' ? 'closed' : 'open', latency_ms: raw_health[:latency_ms] || raw_health['latency_ms'], raw: raw_health }.compact rescue StandardError => e handle_exception(e, level: :warn, handled: true, operation: 'llm.provider.health') { provider: slug.to_sym, instance_id: provider_instance_id, status: 'unhealthy', ready: false, circuit_state: 'open', error: e.class.name, message: e. } end |
#identity_headers ⇒ Object
51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 |
# File 'lib/legion/extensions/llm/provider.rb', line 51 def identity_headers return {} unless defined?(Legion::Identity::Process) && Legion::Identity::Process.respond_to?(:identity_hash) id = Legion::Identity::Process.identity_hash hdrs = { 'x-legion-identity-canonical-name' => id[:canonical_name].to_s, 'x-legion-identity-trust' => id[:trust].to_s, 'x-legion-identity-id' => id[:id].to_s, 'x-legion-identity-kind' => id[:kind].to_s, 'x-legion-identity-mode' => id[:mode].to_s, 'x-legion-identity-source' => id[:source].to_s } hdrs['x-legion-identity-db-principal-id'] = id[:db_principal_id].to_s if id[:db_principal_id] hdrs['x-legion-identity-db-identity-id'] = id[:db_identity_id].to_s if id[:db_identity_id] hdrs rescue StandardError {} end |
#image(prompt:, model:, size:, with: nil, mask: nil, params: {}) ⇒ Object
rubocop:disable Metrics/ParameterLists
211 212 213 |
# File 'lib/legion/extensions/llm/provider.rb', line 211 def image(prompt:, model:, size:, with: nil, mask: nil, params: {}) # rubocop:disable Metrics/ParameterLists paint(prompt, model:, size:, with:, mask:, params:) end |
#list_models(live: false, **filters) ⇒ Object
rubocop:enable Metrics/ParameterLists
137 138 139 140 141 |
# File 'lib/legion/extensions/llm/provider.rb', line 137 def list_models(live: false, **filters) _ = [live, filters] response = @connection.get models_url parse_list_models_response response, slug, capabilities end |
#local? ⇒ Boolean
255 256 257 |
# File 'lib/legion/extensions/llm/provider.rb', line 255 def local? self.class.local? end |
#model_allowed?(model_name) ⇒ Boolean
370 371 372 |
# File 'lib/legion/extensions/llm/provider.rb', line 370 def model_allowed?(model_name) self.class.policy_allows?(model_name, whitelist: model_whitelist, blacklist: model_blacklist) end |
#model_blacklist ⇒ Object
348 349 350 351 352 353 |
# File 'lib/legion/extensions/llm/provider.rb', line 348 def model_blacklist bl = config.model_blacklist if config.respond_to?(:model_blacklist) bl ||= settings[:model_blacklist] if respond_to?(:settings) && settings.is_a?(Hash) bl ||= runtime_provider_setting(:model_blacklist) Array(bl).map { |p| p.to_s.downcase } end |
#model_cache_get(key) ⇒ Object
499 500 501 502 503 504 505 506 |
# File 'lib/legion/extensions/llm/provider.rb', line 499 def model_cache_get(key) return nil unless defined?(Legion::Cache) cache_local_instance? ? local_cache_get(key) : cache_get(key) rescue StandardError => e handle_exception(e, level: :debug, handled: true, operation: 'llm.provider.model_cache_get', key:) nil end |
#model_detail(model_name) ⇒ Object
508 509 510 511 512 513 514 515 516 517 518 519 520 |
# File 'lib/legion/extensions/llm/provider.rb', line 508 def model_detail(model_name) key = model_detail_cache_key(model_name) cached = cache_get(key) return cached if cached result = fetch_model_detail(model_name) cache_set(key, result, ttl: 86_400) if result result rescue StandardError => e handle_exception(e, level: :warn, handled: true, operation: 'llm.provider.model_detail', model: model_name) nil end |
#model_whitelist ⇒ Object
── Model allow-list / deny-list filtering ────────────────────────
341 342 343 344 345 346 |
# File 'lib/legion/extensions/llm/provider.rb', line 341 def model_whitelist wl = config.model_whitelist if config.respond_to?(:model_whitelist) wl ||= settings[:model_whitelist] if respond_to?(:settings) && settings.is_a?(Hash) wl ||= runtime_provider_setting(:model_whitelist) Array(wl).map { |p| p.to_s.downcase } end |
#moderate(input, model:) ⇒ Object
196 197 198 199 200 201 |
# File 'lib/legion/extensions/llm/provider.rb', line 196 def moderate(input, model:) enforce_model_allowed!(model) payload = render_moderation_payload(input, model:) response = @connection.post moderation_url, payload parse_moderation_response(response, model:) end |
#name ⇒ Object
74 75 76 |
# File 'lib/legion/extensions/llm/provider.rb', line 74 def name self.class.name end |
#normalize_url(url) ⇒ Object
454 455 456 457 458 459 460 |
# File 'lib/legion/extensions/llm/provider.rb', line 454 def normalize_url(url) raw = url.to_s.strip return raw if raw.match?(%r{^https?://}) scheme = tls_enabled? ? 'https' : 'http' "#{scheme}://#{raw}" end |
#offering_tier ⇒ Object
437 438 439 |
# File 'lib/legion/extensions/llm/provider.rb', line 437 def offering_tier config.respond_to?(:tier) ? config.tier : self.class.default_tier end |
#offering_transport ⇒ Object
── Offering defaults ─────────────────────────────────────────────
433 434 435 |
# File 'lib/legion/extensions/llm/provider.rb', line 433 def offering_transport config.respond_to?(:transport) ? config.transport : self.class.default_transport end |
#paint(prompt, model:, size:, with: nil, mask: nil, params: {}) ⇒ Object
rubocop:disable Metrics/ParameterLists
203 204 205 206 207 208 209 |
# File 'lib/legion/extensions/llm/provider.rb', line 203 def paint(prompt, model:, size:, with: nil, mask: nil, params: {}) # rubocop:disable Metrics/ParameterLists enforce_model_allowed!(model) validate_paint_inputs!(with:, mask:) payload = render_image_payload(prompt, model:, size:, with:, mask:, params:) response = @connection.post images_url(with:, mask:), payload parse_image_response(response, model:) end |
#parse_error(response) ⇒ Object
300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 |
# File 'lib/legion/extensions/llm/provider.rb', line 300 def parse_error(response) return if response.body.empty? body = try_parse_json(response.body) case body when Hash error = body['error'] return error if error.is_a?(String) body.dig('error', 'message') when Array body.map do |part| error = part['error'] error.is_a?(String) ? error : part.dig('error', 'message') end.join('. ') when String body[/"message"\s*:\s*"([^"]{1,500})/, 1] || body else body end end |
#parse_tool_calls(_tool_calls) ⇒ Object
335 336 337 |
# File 'lib/legion/extensions/llm/provider.rb', line 335 def parse_tool_calls(_tool_calls) nil end |
#provider_instance_id ⇒ Object
538 539 540 541 542 |
# File 'lib/legion/extensions/llm/provider.rb', line 538 def provider_instance_id return config.instance_id.to_sym if config.respond_to?(:instance_id) && config.instance_id :default end |
#readiness(live: false) ⇒ Object
267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 |
# File 'lib/legion/extensions/llm/provider.rb', line 267 def readiness(live: false) = { provider: slug.to_sym, name: name, configured: configured?, ready: configured?, local: local?, remote: remote?, api_base: api_base, endpoints: endpoint_manifest, live: live } return .merge(health: { checked: false }) unless live && [:endpoints][:health] response = @connection.get([:endpoints][:health]) .merge(ready: configured? && health_ready?(response.body), health: response.body) rescue StandardError => e handle_exception(e, level: :warn, handled: true, operation: 'llm.provider.readiness') .merge(ready: false, health: { error: e.class.name, message: e. }) end |
#remote? ⇒ Boolean
259 260 261 |
# File 'lib/legion/extensions/llm/provider.rb', line 259 def remote? self.class.remote? end |
#resolve_base_url ⇒ Object
── Multi-host base_url resolution ────────────────────────────────
443 444 445 446 447 448 |
# File 'lib/legion/extensions/llm/provider.rb', line 443 def resolve_base_url urls = Array(config_base_url) return nil if urls.empty? @resolve_base_url ||= find_reachable_url(urls) || normalize_url(urls.first) end |
#runtime_provider_setting(key) ⇒ Object
355 356 357 358 359 360 361 362 363 364 365 366 367 368 |
# File 'lib/legion/extensions/llm/provider.rb', line 355 def runtime_provider_setting(key) return nil unless defined?(Legion::Settings) ext = Legion::Settings[:extensions] return nil unless ext.is_a?(Hash) && ext[:llm].is_a?(Hash) provider_key = self.class.respond_to?(:slug) ? self.class.slug.to_sym : nil return nil unless provider_key provider_conf = ext[:llm][provider_key] provider_conf.is_a?(Hash) ? provider_conf[key] : nil rescue StandardError nil end |
#slug ⇒ Object
70 71 72 |
# File 'lib/legion/extensions/llm/provider.rb', line 70 def slug self.class.slug end |
#stream_chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil) ⇒ Object
92 93 94 95 |
# File 'lib/legion/extensions/llm/provider.rb', line 92 def stream_chat(messages:, model:, tools: [], temperature: nil, params: {}, headers: {}, schema: nil, thinking: nil, tool_prefs: nil, &) complete(, tools:, temperature:, model:, params:, headers:, schema:, thinking:, tool_prefs:, &) end |
#strip_scheme(url) ⇒ Object
470 471 472 |
# File 'lib/legion/extensions/llm/provider.rb', line 470 def strip_scheme(url) url.to_s.sub(%r{^https?://}, '') end |
#tls_enabled? ⇒ Boolean
485 486 487 488 |
# File 'lib/legion/extensions/llm/provider.rb', line 485 def tls_enabled? tls = respond_to?(:settings) ? settings[:tls] : nil tls.is_a?(Hash) && tls[:enabled] == true end |
#transcribe(audio_file, model:, language:) ⇒ Object
223 224 225 226 227 228 |
# File 'lib/legion/extensions/llm/provider.rb', line 223 def transcribe(audio_file, model:, language:, **) file_part = build_audio_file_part(audio_file) payload = render_transcription_payload(file_part, model:, language:, **) response = @connection.post transcription_url, payload parse_transcription_response(response, model:) end |
#url_reachable?(url) ⇒ Boolean
474 475 476 477 478 479 480 481 482 483 |
# File 'lib/legion/extensions/llm/provider.rb', line 474 def url_reachable?(url) require 'uri' require 'socket' uri = URI.parse(url) Socket.tcp(uri.host, uri.port, connect_timeout: 1).close true rescue StandardError => e handle_exception(e, level: :debug, handled: true, operation: 'llm.provider.url_reachable', url:) false end |