diff --git a/docs/guides/chat.md b/docs/guides/chat.md index 06a41383..edfad1c0 100644 --- a/docs/guides/chat.md +++ b/docs/guides/chat.md @@ -462,6 +462,30 @@ puts "Total Conversation Tokens: #{total_conversation_tokens}" Refer to the [Working with Models Guide]({% link guides/models.md %}) for details on accessing model-specific pricing. +## Prompt Caching + +### Enabling +For Anthropic models, you can opt-in to prompt caching which is documented more fully in the [Anthropic API docs](https://docs.anthropic.com/en/docs/build-with-claude/prompt-caching). + +Enable prompt caching using the `cache_prompts` method on your chat instance: + +```ruby +chat = RubyLLM.chat(model: 'claude-3-5-haiku-20241022') + +# Enable caching for different types of content +chat.cache_prompts( + system: true, # Cache system instructions + user: true, # Cache user messages + tools: true # Cache tool definitions +) +``` + +### Checking cached token counts +For Anthropic, OpenAI, and Gemini, you can see the number of tokens read from cache by looking at the `cached_tokens` property on the output messages. + +For Anthropic, you can see the tokens written to cache by looking at the `cache_creation_tokens` property. + + ## Chat Event Handlers You can register blocks to be called when certain events occur during the chat lifecycle, useful for UI updates or logging. diff --git a/lib/ruby_llm/chat.rb b/lib/ruby_llm/chat.rb index 7d3f18ca..bd02d0d4 100644 --- a/lib/ruby_llm/chat.rb +++ b/lib/ruby_llm/chat.rb @@ -25,6 +25,7 @@ def initialize(model: nil, provider: nil, assume_model_exists: false, context: n @temperature = 0.7 @messages = [] @tools = {} + @cache_prompts = { system: false, user: false, tools: false } @params = {} @schema = nil @on = { @@ -116,12 +117,18 @@ def each(&) messages.each(&) end + def cache_prompts(system: false, user: false, tools: false) + @cache_prompts = { system: system, user: user, tools: tools } + self + end + def complete(&) # rubocop:disable Metrics/PerceivedComplexity response = @provider.complete( messages, tools: @tools, temperature: @temperature, model: @model.id, + cache_prompts: @cache_prompts.dup, connection: @connection, params: @params, schema: @schema, diff --git a/lib/ruby_llm/message.rb b/lib/ruby_llm/message.rb index e9848296..6b51bd1a 100644 --- a/lib/ruby_llm/message.rb +++ b/lib/ruby_llm/message.rb @@ -7,7 +7,8 @@ module RubyLLM class Message ROLES = %i[system user assistant tool].freeze - attr_reader :role, :tool_calls, :tool_call_id, :input_tokens, :output_tokens, :model_id + attr_reader :role, :tool_calls, :tool_call_id, :input_tokens, :output_tokens, :model_id, + :cached_tokens, :cache_creation_tokens attr_writer :content def initialize(options = {}) @@ -18,6 +19,8 @@ def initialize(options = {}) @output_tokens = options[:output_tokens] @model_id = options[:model_id] @tool_call_id = options[:tool_call_id] + @cached_tokens = options[:cached_tokens] + @cache_creation_tokens = options[:cache_creation_tokens] ensure_valid_role end @@ -50,7 +53,9 @@ def to_h tool_call_id: tool_call_id, input_tokens: input_tokens, output_tokens: output_tokens, - model_id: model_id + model_id: model_id, + cache_creation_tokens: cache_creation_tokens, + cached_tokens: cached_tokens }.compact end diff --git a/lib/ruby_llm/provider.rb b/lib/ruby_llm/provider.rb index e8402fa2..f295973c 100644 --- a/lib/ruby_llm/provider.rb +++ b/lib/ruby_llm/provider.rb @@ -10,7 +10,8 @@ module Provider module Methods extend Streaming - def complete(messages, tools:, temperature:, model:, connection:, params: {}, schema: nil, &) # rubocop:disable Metrics/ParameterLists + def complete(messages, tools:, temperature:, model:, connection:, params: {}, schema: nil, # rubocop:disable Metrics/ParameterLists + cache_prompts: { system: false, user: false, tools: false }, &) normalized_temperature = maybe_normalize_temperature(temperature, model) payload = Utils.deep_merge( @@ -20,6 +21,7 @@ def complete(messages, tools:, temperature:, model:, connection:, params: {}, sc tools: tools, temperature: normalized_temperature, model: model, + cache_prompts: cache_prompts, stream: block_given?, schema: schema ) diff --git a/lib/ruby_llm/providers/anthropic/chat.rb b/lib/ruby_llm/providers/anthropic/chat.rb index dc9be086..a15a8cf4 100644 --- a/lib/ruby_llm/providers/anthropic/chat.rb +++ b/lib/ruby_llm/providers/anthropic/chat.rb @@ -11,12 +11,14 @@ def completion_url '/v1/messages' end - def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil) # rubocop:disable Metrics/ParameterLists,Lint/UnusedMethodArgument + def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil, # rubocop:disable Metrics/ParameterLists,Lint/UnusedMethodArgument + cache_prompts: { system: false, user: false, tools: false }) system_messages, chat_messages = separate_messages(messages) - system_content = build_system_content(system_messages) + system_content = build_system_content(system_messages, cache: cache_prompts[:system]) - build_base_payload(chat_messages, temperature, model, stream).tap do |payload| - add_optional_fields(payload, system_content:, tools:) + build_base_payload(chat_messages, temperature, model, stream, cache: cache_prompts[:user]).tap do |payload| + add_optional_fields(payload, system_content: system_content, tools: tools, + cache_tools: cache_prompts[:tools]) end end @@ -24,29 +26,35 @@ def separate_messages(messages) messages.partition { |msg| msg.role == :system } end - def build_system_content(system_messages) - if system_messages.length > 1 - RubyLLM.logger.warn( - "Anthropic's Claude implementation only supports a single system message. " \ - 'Multiple system messages will be combined into one.' - ) + def build_system_content(system_messages, cache: false) + system_messages.flat_map.with_index do |msg, idx| + cache = false unless idx == system_messages.size - 1 + format_system_message(msg, cache:) end - - system_messages.map { |msg| format_message(msg)[:content] }.join("\n\n") end - def build_base_payload(chat_messages, temperature, model, stream) + def build_base_payload(chat_messages, temperature, model, stream, cache: false) + messages = chat_messages.map.with_index do |msg, idx| + cache = false unless idx == chat_messages.size - 1 + format_message(msg, cache:) + end + { model: model, - messages: chat_messages.map { |msg| format_message(msg) }, + messages: messages, temperature: temperature, stream: stream, max_tokens: RubyLLM.models.find(model)&.max_tokens || 4096 } end - def add_optional_fields(payload, system_content:, tools:) - payload[:tools] = tools.values.map { |t| Tools.function_for(t) } if tools.any? + def add_optional_fields(payload, system_content:, tools:, cache_tools: false) + if tools.any? + tool_definitions = tools.values.map { |t| Tools.function_for(t) } + tool_definitions[-1][:cache_control] = { type: 'ephemeral' } if cache_tools + payload[:tools] = tool_definitions + end + payload[:system] = system_content unless system_content.empty? end @@ -72,24 +80,30 @@ def build_message(data, content, tool_use_blocks) tool_calls: Tools.parse_tool_calls(tool_use_blocks), input_tokens: data.dig('usage', 'input_tokens'), output_tokens: data.dig('usage', 'output_tokens'), - model_id: data['model'] + model_id: data['model'], + cache_creation_tokens: data.dig('usage', 'cache_creation_input_tokens'), + cached_tokens: data.dig('usage', 'cache_read_input_tokens') ) end - def format_message(msg) + def format_message(msg, cache: false) if msg.tool_call? Tools.format_tool_call(msg) elsif msg.tool_result? Tools.format_tool_result(msg) else - format_basic_message(msg) + format_basic_message(msg, cache:) end end - def format_basic_message(msg) + def format_system_message(msg, cache: false) + Media.format_content(msg.content, cache:) + end + + def format_basic_message(msg, cache: false) { role: convert_role(msg.role), - content: Media.format_content(msg.content) + content: Media.format_content(msg.content, cache:) } end diff --git a/lib/ruby_llm/providers/anthropic/media.rb b/lib/ruby_llm/providers/anthropic/media.rb index 49860adc..0e23fe1c 100644 --- a/lib/ruby_llm/providers/anthropic/media.rb +++ b/lib/ruby_llm/providers/anthropic/media.rb @@ -7,13 +7,13 @@ module Anthropic module Media module_function - def format_content(content) + def format_content(content, cache: false) # Convert Hash/Array back to JSON string for API - return [format_text(content.to_json)] if content.is_a?(Hash) || content.is_a?(Array) - return [format_text(content)] unless content.is_a?(Content) + return [format_text(content.to_json, cache:)] if content.is_a?(Hash) || content.is_a?(Array) + return [format_text(content, cache:)] unless content.is_a?(Content) parts = [] - parts << format_text(content.text) if content.text + parts << format_text(content.text, cache:) if content.text content.attachments.each do |attachment| case attachment.type @@ -31,60 +31,84 @@ def format_content(content) parts end - def format_text(text) - { - type: 'text', - text: text - } + def format_text(text, cache: false) + with_cache_control( + { + type: 'text', + text: text + }, + cache: + ) end - def format_image(image) + def format_image(image, cache: false) if image.url? - { - type: 'image', - source: { - type: 'url', - url: image.source - } - } + with_cache_control( + { + type: 'image', + source: { + type: 'url', + url: image.source + } + }, + cache: + ) else - { - type: 'image', - source: { - type: 'base64', - media_type: image.mime_type, - data: image.encoded - } - } + with_cache_control( + { + type: 'image', + source: { + type: 'base64', + media_type: image.mime_type, + data: image.encoded + } + }, + cache: + ) end end - def format_pdf(pdf) + def format_pdf(pdf, cache: false) if pdf.url? - { - type: 'document', - source: { - type: 'url', - url: pdf.source - } - } + with_cache_control( + { + type: 'document', + source: { + type: 'url', + url: pdf.source + } + }, + cache: + ) else - { - type: 'document', - source: { - type: 'base64', - media_type: pdf.mime_type, - data: pdf.encoded - } - } + with_cache_control( + { + type: 'document', + source: { + type: 'base64', + media_type: pdf.mime_type, + data: pdf.encoded + } + }, + cache: + ) end end - def format_text_file(text_file) - { - type: 'text', - text: Utils.format_text_file_for_llm(text_file) - } + def format_text_file(text_file, cache: false) + with_cache_control( + { + type: 'text', + text: Utils.format_text_file_for_llm(text_file) + }, + cache: + ) + end + + def with_cache_control(hash, cache: false) + return hash unless cache + + hash.merge(cache_control: { type: 'ephemeral' }) end end end diff --git a/lib/ruby_llm/providers/bedrock/chat.rb b/lib/ruby_llm/providers/bedrock/chat.rb index 8136fc75..b275c701 100644 --- a/lib/ruby_llm/providers/bedrock/chat.rb +++ b/lib/ruby_llm/providers/bedrock/chat.rb @@ -16,20 +16,20 @@ def sync_response(connection, payload) Anthropic::Chat.parse_completion_response response end - def format_message(msg) + def format_message(msg, cache: false) if msg.tool_call? Anthropic::Tools.format_tool_call(msg) elsif msg.tool_result? Anthropic::Tools.format_tool_result(msg) else - format_basic_message(msg) + format_basic_message(msg, cache:) end end - def format_basic_message(msg) + def format_basic_message(msg, cache: false) { role: Anthropic::Chat.convert_role(msg.role), - content: Media.format_content(msg.content) + content: Media.format_content(msg.content, cache:) } end @@ -39,22 +39,32 @@ def completion_url "model/#{@model_id}/invoke" end - def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil) # rubocop:disable Lint/UnusedMethodArgument,Metrics/ParameterLists + def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil, # rubocop:disable Lint/UnusedMethodArgument,Metrics/ParameterLists + cache_prompts: { system: false, user: false, tools: false }) # Hold model_id in instance variable for use in completion_url and stream_url @model_id = model system_messages, chat_messages = Anthropic::Chat.separate_messages(messages) - system_content = Anthropic::Chat.build_system_content(system_messages) + system_content = Anthropic::Chat.build_system_content(system_messages, cache: cache_prompts[:system]) - build_base_payload(chat_messages, temperature, model).tap do |payload| - Anthropic::Chat.add_optional_fields(payload, system_content:, tools:) + build_base_payload(chat_messages, temperature, model, cache: cache_prompts[:user]).tap do |payload| + Anthropic::Chat.add_optional_fields( + payload, + system_content: system_content, + tools: tools, + cache_tools: cache_prompts[:tools] + ) end end - def build_base_payload(chat_messages, temperature, model) + def build_base_payload(chat_messages, temperature, model, cache: false) + messages = chat_messages.map.with_index do |msg, idx| + cache = false unless idx == chat_messages.size - 1 + format_message(msg, cache:) + end { anthropic_version: 'bedrock-2023-05-31', - messages: chat_messages.map { |msg| format_message(msg) }, + messages: messages, temperature: temperature, max_tokens: RubyLLM.models.find(model)&.max_tokens || 4096 } diff --git a/lib/ruby_llm/providers/bedrock/media.rb b/lib/ruby_llm/providers/bedrock/media.rb index e5bf66ae..0e4749c2 100644 --- a/lib/ruby_llm/providers/bedrock/media.rb +++ b/lib/ruby_llm/providers/bedrock/media.rb @@ -10,22 +10,22 @@ module Media module_function - def format_content(content) + def format_content(content, cache: false) # Convert Hash/Array back to JSON string for API - return [Anthropic::Media.format_text(content.to_json)] if content.is_a?(Hash) || content.is_a?(Array) - return [Anthropic::Media.format_text(content)] unless content.is_a?(Content) + return [Anthropic::Media.format_text(content.to_json, cache:)] if content.is_a?(Hash) || content.is_a?(Array) + return [Anthropic::Media.format_text(content, cache:)] unless content.is_a?(Content) parts = [] - parts << Anthropic::Media.format_text(content.text) if content.text + parts << Anthropic::Media.format_text(content.text, cache:) if content.text content.attachments.each do |attachment| case attachment.type when :image - parts << format_image(attachment) + parts << format_image(attachment, cache:) when :pdf - parts << format_pdf(attachment) + parts << format_pdf(attachment, cache:) when :text - parts << Anthropic::Media.format_text_file(attachment) + parts << Anthropic::Media.format_text_file(attachment, cache:) else raise UnsupportedAttachmentError, attachment.type end @@ -34,26 +34,38 @@ def format_content(content) parts end - def format_image(image) - { - type: 'image', - source: { - type: 'base64', - media_type: image.mime_type, - data: image.encoded - } - } + def format_image(image, cache: false) + with_cache_control( + { + type: 'image', + source: { + type: 'base64', + media_type: image.mime_type, + data: image.encoded + } + }, + cache: + ) end - def format_pdf(pdf) - { - type: 'document', - source: { - type: 'base64', - media_type: pdf.mime_type, - data: pdf.encoded - } - } + def format_pdf(pdf, cache: false) + with_cache_control( + { + type: 'document', + source: { + type: 'base64', + media_type: pdf.mime_type, + data: pdf.encoded + } + }, + cache: + ) + end + + def with_cache_control(hash, cache: false) + return hash unless cache + + hash.merge(cache_control: { type: 'ephemeral' }) end end end diff --git a/lib/ruby_llm/providers/gemini/chat.rb b/lib/ruby_llm/providers/gemini/chat.rb index 080cbb8d..fd1c88ec 100644 --- a/lib/ruby_llm/providers/gemini/chat.rb +++ b/lib/ruby_llm/providers/gemini/chat.rb @@ -11,7 +11,7 @@ def completion_url "models/#{@model}:generateContent" end - def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil) # rubocop:disable Metrics/ParameterLists,Lint/UnusedMethodArgument + def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil, cache_prompts: {}) # rubocop:disable Metrics/ParameterLists,Lint/UnusedMethodArgument @model = model # Store model for completion_url/stream_url payload = { contents: format_messages(messages), @@ -81,6 +81,7 @@ def parse_completion_response(response) tool_calls: tool_calls, input_tokens: data.dig('usageMetadata', 'promptTokenCount'), output_tokens: data.dig('usageMetadata', 'candidatesTokenCount'), + cached_tokens: data.dig('usageMetadata', 'cachedContentTokenCount'), model_id: data['modelVersion'] || response.env.url.path.split('/')[3].split(':')[0] ) end diff --git a/lib/ruby_llm/providers/openai/chat.rb b/lib/ruby_llm/providers/openai/chat.rb index 17e9d41a..2921f988 100644 --- a/lib/ruby_llm/providers/openai/chat.rb +++ b/lib/ruby_llm/providers/openai/chat.rb @@ -11,7 +11,7 @@ def completion_url module_function - def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil) # rubocop:disable Metrics/ParameterLists + def render_payload(messages, tools:, temperature:, model:, stream: false, schema: nil, cache_prompts: {}) # rubocop:disable Lint/UnusedMethodArgument, Metrics/ParameterLists payload = { model: model, messages: format_messages(messages), @@ -59,6 +59,7 @@ def parse_completion_response(response) tool_calls: parse_tool_calls(message_data['tool_calls']), input_tokens: data['usage']['prompt_tokens'], output_tokens: data['usage']['completion_tokens'], + cached_tokens: data['usage']['cached_tokens'], model_id: data['model'] ) end diff --git a/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_multiple_caching_types_handles_multiple_caching_types_together.yml b/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_multiple_caching_types_handles_multiple_caching_types_together.yml new file mode 100644 index 00000000..3d6e81ef --- /dev/null +++ b/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_multiple_caching_types_handles_multiple_caching_types_together.yml @@ -0,0 +1,175 @@ +--- +http_interactions: +- request: + method: post + uri: https://api.anthropic.com/v1/messages + body: + encoding: UTF-8 + string: '{"model":"claude-3-5-haiku-20241022","messages":[{"role":"user","content":[{"type":"text","text":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa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+ on the above, tell me about Ruby","cache_control":{"type":"ephemeral"}}]}],"temperature":0.7,"stream":false,"max_tokens":8192,"tools":[{"name":"describe_ruby_dev","description":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa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+ headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:29 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '42000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:37Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:30Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + Anthropic-Ratelimit-Requests-Remaining: + - '49' + Anthropic-Ratelimit-Requests-Reset: + - '2025-07-19T05:13:28Z' + Anthropic-Ratelimit-Tokens-Limit: + - '60000' + 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I''ll use the `describe_ruby_dev` + function to retrieve details."},{"type":"tool_use","id":"toolu_01HiD5MduNuLbeoaitgUKUrc","name":"describe_ruby_dev","input":{}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":5612,"cache_read_input_tokens":2902,"output_tokens":65,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:29 GMT +- request: + method: post + uri: https://api.anthropic.com/v1/messages + body: + encoding: UTF-8 + string: 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+ on the above, tell me about Ruby"}]},{"role":"assistant","content":[{"type":"text","text":"I''ll + help you get information about Ruby development. I''ll use the `describe_ruby_dev` + function to retrieve details."},{"type":"tool_use","id":"toolu_01HiD5MduNuLbeoaitgUKUrc","name":"describe_ruby_dev","input":{}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_01HiD5MduNuLbeoaitgUKUrc","content":"Ruby + is a great language for building web 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+ headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:34 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '36000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:47Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:36Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + Anthropic-Ratelimit-Requests-Remaining: + - '49' + Anthropic-Ratelimit-Requests-Reset: + - '2025-07-19T05:13:31Z' + Anthropic-Ratelimit-Tokens-Limit: + - '60000' + Anthropic-Ratelimit-Tokens-Remaining: + - '46000' + Anthropic-Ratelimit-Tokens-Reset: + - '2025-07-19T05:13:36Z' + Request-Id: + - "" + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Anthropic-Organization-Id: + - 46ac142f-76df-407a-a246-7bff28db7155 + Via: + - 1.1 google + Cf-Cache-Status: + - DYNAMIC + X-Robots-Tag: + - none + Server: + - cloudflare + Cf-Ray: + - "" + body: + encoding: ASCII-8BIT + string: '{"id":"msg_011nF7s1qyghhyhwbvnwXtC3","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"Let + me expand on that brief description:\n\nRuby is a dynamic, object-oriented + programming language known for its simplicity and readability. Some key characteristics + include:\n\n1. Created by Yukihiro Matsumoto (often called \"Matz\") in 1995\n2. + Designed with a focus on programmer happiness and productivity\n3. Particularly + popular for web development, especially with the Ruby on Rails framework\n4. + Features a clean, elegant syntax that emphasizes natural language-like code\n5. + Supports multiple programming paradigms, including object-oriented, functional, + and imperative styles\n6. Has a strong standard library and a vibrant ecosystem + of gems (libraries/packages)\n\nRuby is widely used in:\n- Web development + (Ruby on Rails)\n- Scripting\n- Automation\n- DevOps tools\n- Prototyping\n\nIts + philosophy emphasizes \"developer happiness\" and the principle of least astonishment, + making it an enjoyable language to write and read.\n\nWould you like me to + elaborate on any specific aspect of Ruby?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":2964,"cache_creation_input_tokens":0,"cache_read_input_tokens":5639,"output_tokens":230,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:34 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_system_message_caching_adds_cache_control_to_the_last_system_message_when_system_caching_is_requested.yml 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follow?"}]}],"temperature":0.7,"stream":false,"max_tokens":8192,"system":[{"type":"text","text":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa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+ headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:13 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '48000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:13Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:13Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + Anthropic-Ratelimit-Requests-Remaining: + - '49' + Anthropic-Ratelimit-Requests-Reset: + - '2025-07-19T05:13:11Z' + Anthropic-Ratelimit-Tokens-Limit: + - '60000' + Anthropic-Ratelimit-Tokens-Remaining: + - '58000' + Anthropic-Ratelimit-Tokens-Reset: + - '2025-07-19T05:13:13Z' + Request-Id: + - "" + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Anthropic-Organization-Id: + - 46ac142f-76df-407a-a246-7bff28db7155 + Via: + - 1.1 google + Cf-Cache-Status: + - DYNAMIC + X-Robots-Tag: + - none + Server: + - cloudflare + Cf-Ray: + - "" + body: + encoding: ASCII-8BIT + string: '{"id":"msg_01Mndz3ALie4mtM1vYnPk6SE","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"I + want to be direct and transparent about my core values. I aim to:\n1. Be helpful + while avoiding potential harm\n2. Be honest and direct\n3. Respect human rights + and individual dignity\n4. Protect individual privacy\n5. Acknowledge the + limits of my knowledge\n6. Avoid deception\n7. Promote beneficial outcomes\n\nI + try to engage thoughtfully and ethically in our conversations."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":15,"cache_creation_input_tokens":2732,"cache_read_input_tokens":0,"output_tokens":90,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:13 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_tool_definition_caching_adds_cache_control_to_tool_definitions_when_tools_caching_is_requested.yml b/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_tool_definition_caching_adds_cache_control_to_tool_definitions_when_tools_caching_is_requested.yml new file mode 100644 index 00000000..9c5885fb --- /dev/null +++ b/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_anthropic_provider_claude-3-5-haiku-20241022_with_tool_definition_caching_adds_cache_control_to_tool_definitions_when_tools_caching_is_requested.yml @@ -0,0 +1,178 @@ +--- +http_interactions: +- request: + method: post + uri: https://api.anthropic.com/v1/messages + body: + encoding: UTF-8 + string: '{"model":"claude-3-5-haiku-20241022","messages":[{"role":"user","content":[{"type":"text","text":"Tell + me about Ruby"}]}],"temperature":0.7,"stream":false,"max_tokens":8192,"tools":[{"name":"describe_ruby_dev","description":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa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+ headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:19 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '47000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:22Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:20Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + Anthropic-Ratelimit-Requests-Remaining: + - '49' + Anthropic-Ratelimit-Requests-Reset: + - '2025-07-19T05:13:19Z' + Anthropic-Ratelimit-Tokens-Limit: + - '60000' + Anthropic-Ratelimit-Tokens-Remaining: + - '57000' + Anthropic-Ratelimit-Tokens-Reset: + - '2025-07-19T05:13:20Z' + Request-Id: + - "" + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Anthropic-Organization-Id: + - 46ac142f-76df-407a-a246-7bff28db7155 + Via: + - 1.1 google + Cf-Cache-Status: + - DYNAMIC + X-Robots-Tag: + - none + Server: + - cloudflare + Cf-Ray: + - "" + body: + encoding: ASCII-8BIT + string: '{"id":"msg_01P2hLfiWqSWWaTxcMHLseju","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"I''ll + use the describe_ruby_dev function to get information about Ruby."},{"type":"tool_use","id":"toolu_01Bz1bKhZSefWCsHtVEnKE8r","name":"describe_ruby_dev","input":{}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":145,"cache_creation_input_tokens":2902,"cache_read_input_tokens":0,"output_tokens":55,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:19 GMT +- request: + method: post + uri: https://api.anthropic.com/v1/messages + body: + encoding: UTF-8 + string: '{"model":"claude-3-5-haiku-20241022","messages":[{"role":"user","content":[{"type":"text","text":"Tell + me about Ruby"}]},{"role":"assistant","content":[{"type":"text","text":"I''ll + use the describe_ruby_dev function to get information about Ruby."},{"type":"tool_use","id":"toolu_01Bz1bKhZSefWCsHtVEnKE8r","name":"describe_ruby_dev","input":{}}]},{"role":"user","content":[{"type":"tool_result","tool_use_id":"toolu_01Bz1bKhZSefWCsHtVEnKE8r","content":"Ruby + is a great language for building web applications."}]}],"temperature":0.7,"stream":false,"max_tokens":8192,"tools":[{"name":"describe_ruby_dev","description":"aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa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+ headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:26 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '46000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:25Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:27Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + Anthropic-Ratelimit-Requests-Remaining: + - '49' + Anthropic-Ratelimit-Requests-Reset: + - '2025-07-19T05:13:21Z' + Anthropic-Ratelimit-Tokens-Limit: + - '60000' + Anthropic-Ratelimit-Tokens-Remaining: + - '56000' + Anthropic-Ratelimit-Tokens-Reset: + - '2025-07-19T05:13:25Z' + Request-Id: + - "" + Strict-Transport-Security: + - max-age=31536000; includeSubDomains; preload + Anthropic-Organization-Id: + - 46ac142f-76df-407a-a246-7bff28db7155 + Via: + - 1.1 google + Cf-Cache-Status: + - DYNAMIC + X-Robots-Tag: + - none + Server: + - cloudflare + Cf-Ray: + - "" + body: + encoding: ASCII-8BIT + string: '{"id":"msg_01SaHjQPCuASukrsJKq4gDgL","type":"message","role":"assistant","model":"claude-3-5-haiku-20241022","content":[{"type":"text","text":"Let + me provide you with more comprehensive information about Ruby:\n\nRuby is + a dynamic, object-oriented programming language created by Yukihiro Matsumoto + (often called \"Matz\") in Japan during the mid-1990s. Here are some key characteristics:\n\n1. + Design Philosophy:\n- Designed to be programmer-friendly and productive\n- + Follows the principle of \"developer happiness\" and \"least surprise\"\n- + Emphasizes natural, readable syntax that is close to plain English\n\n2. Key + Features:\n- Fully object-oriented: Everything in Ruby is an object\n- Dynamic + typing\n- Supports functional programming paradigms\n- Automatic memory management + (garbage collection)\n- Flexible and expressive syntax\n\n3. Popular Uses:\n- + Web development (Ruby on Rails framework is particularly famous)\n- Scripting + and automation\n- DevOps tools\n- Prototyping\n- Small to medium-scale applications\n\n4. + Strengths:\n- Quick development cycle\n- Clean, elegant code\n- Strong metaprogramming + capabilities\n- Extensive library and gem ecosystem\n- Cross-platform compatibility\n\n5. + Notable Frameworks and Tools:\n- Ruby on Rails (web application framework)\n- + Sinatra (lightweight web framework)\n- RSpec (testing framework)\n- Bundler + (dependency management)\n\nRuby continues to be a popular language, especially + in web development and among developers who value clean, readable code and + productivity."}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":220,"cache_creation_input_tokens":0,"cache_read_input_tokens":2902,"output_tokens":315,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:26 GMT +recorded_with: VCR 6.3.1 diff --git 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+ on the above, tell me about Ruby","cache_control":{"type":"ephemeral"}}]}],"temperature":0.7,"stream":false,"max_tokens":8192}' + headers: + User-Agent: + - Faraday v2.12.2 + X-Api-Key: + - "" + Anthropic-Version: + - '2023-06-01' + Content-Type: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + Accept: + - "*/*" + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:18 GMT + Content-Type: + - application/json + Transfer-Encoding: + - chunked + Connection: + - keep-alive + Anthropic-Ratelimit-Input-Tokens-Limit: + - '50000' + Anthropic-Ratelimit-Input-Tokens-Remaining: + - '48000' + Anthropic-Ratelimit-Input-Tokens-Reset: + - '2025-07-19T05:13:16Z' + Anthropic-Ratelimit-Output-Tokens-Limit: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Remaining: + - '10000' + Anthropic-Ratelimit-Output-Tokens-Reset: + - '2025-07-19T05:13:19Z' + Anthropic-Ratelimit-Requests-Limit: + - '50' + 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If you would like to + know about Ruby, I can provide some information:\n\nRuby is a dynamic, object-oriented + programming language known for its simplicity and readability. Some key points + about Ruby include:\n\n1. Created by Yukihiro Matsumoto (Matz) in Japan in + the mid-1990s\n2. Designed with a focus on programmer happiness and productivity\n3. + Used for web development (Ruby on Rails framework), scripting, and general-purpose + programming\n4. Has a clean, elegant syntax that is easy to read and write\n5. + Supports multiple programming paradigms, including functional and object-oriented + programming\n6. Dynamically typed and interpreted language\n7. Known for its + powerful metaprogramming capabilities\n8. Popular in web development, DevOps, + and data processing\n\nWould you like me to elaborate on any of these points + about Ruby?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":2745,"cache_read_input_tokens":0,"output_tokens":221,"service_tier":"standard"}}' + recorded_at: Sat, 19 Jul 2025 05:13:18 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_bedrock_provider_anthropic_claude-3-5-haiku-20241022-v1_0_with_multiple_caching_types_handles_multiple_caching_types_together.yml b/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_bedrock_provider_anthropic_claude-3-5-haiku-20241022-v1_0_with_multiple_caching_types_handles_multiple_caching_types_together.yml new file mode 100644 index 00000000..f5df5097 --- /dev/null +++ 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I''ll use the `describe_ruby_dev` + function to retrieve details."},{"type":"tool_use","id":"toolu_bdrk_01QvMHk14DXXhHsZkHhPCS9a","name":"describe_ruby_dev","input":{}}],"stop_reason":"tool_use","stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":5612,"cache_read_input_tokens":2902,"output_tokens":65}}' + recorded_at: Sat, 19 Jul 2025 05:13:54 GMT +- request: + method: post + uri: https://bedrock-runtime..amazonaws.com/model/anthropic.claude-3-5-haiku-20241022-v1:0/invoke + body: + encoding: UTF-8 + string: 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Here are some key characteristics + of Ruby:\n\n1. Design Philosophy:\n- Ruby was designed with the principle + of \"developer happiness\" and productivity in mind\n- It follows the principle + of least surprise, meaning the language should behave in a way that minimizes + confusion for experienced users\n\n2. Key Features:\n- Fully object-oriented: + Everything in Ruby is an object\n- Dynamic typing\n- Automatic memory management + (garbage collection)\n- Support for functional programming paradigms\n- Flexible + and expressive syntax\n\n3. Popular Uses:\n- Web development (especially with + Ruby on Rails framework)\n- Scripting\n- Automation\n- Backend server-side + applications\n- DevOps tools\n\n4. Strengths:\n- Clean and readable syntax\n- + Rapid development capabilities\n- Strong metaprogramming support\n- Large + and active community\n- Extensive library of gems (packages)\n\n5. Notable + Frameworks and Tools:\n- Ruby on Rails (web application framework)\n- Sinatra + (lightweight web framework)\n- RSpec (testing framework)\n- Bundler (dependency + management)\n\nRuby is particularly well-known for making web application + development efficient and enjoyable, which aligns with the function result + about building web applications.\n\nWould you like me to elaborate on any + specific aspect of Ruby?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":224,"cache_creation_input_tokens":0,"cache_read_input_tokens":2902,"output_tokens":330}}' + recorded_at: Sat, 19 Jul 2025 05:13:50 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/fixtures/vcr_cassettes/chat_complete_with_prompt_caching_with_bedrock_provider_anthropic_claude-3-5-haiku-20241022-v1_0_with_user_message_caching_adds_cache_control_to_user_messages_when_user_caching_is_requested.yml 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+ on the above, tell me about Ruby","cache_control":{"type":"ephemeral"}}]}],"temperature":0.7,"max_tokens":4096}' + headers: + User-Agent: + - Faraday v2.12.2 + Host: + - bedrock-runtime..amazonaws.com + X-Amz-Date: + - 20250719T051337Z + X-Amz-Content-Sha256: + - 47ec0e188ad6f8ee3f86372a2f7f0c0c5b97fe4eb5a209f1161e7a70a4dbc2d4 + Authorization: + - AWS4-HMAC-SHA256 Credential=/20250719//bedrock/aws4_request, + SignedHeaders=host;x-amz-content-sha256;x-amz-date, Signature=e06916f23b2c406b79d7ed0b618db25589e68765d625985ea6e660c5b9636ebb + Content-Type: + - application/json + Accept: + - application/json + Accept-Encoding: + - gzip;q=1.0,deflate;q=0.6,identity;q=0.3 + response: + status: + code: 200 + message: OK + headers: + Date: + - Sat, 19 Jul 2025 05:13:42 GMT + Content-Type: + - application/json + Content-Length: + - '1019' + Connection: + - keep-alive + X-Amzn-Requestid: + - 64388a7a-a570-4589-a11b-3c559b539678 + X-Amzn-Bedrock-Invocation-Latency: + - '4080' + 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If you''d like to know + about Ruby, I can provide some information:\n\nRuby is a dynamic, object-oriented + programming language created by Yukihiro Matsumoto (often called \"Matz\") + in Japan during the mid-1990s. Some key features of Ruby include:\n\n1. Clean + and readable syntax\n2. Fully object-oriented programming language\n3. Dynamically + typed\n4. Supports multiple programming paradigms\n5. Used for web development + (especially with Ruby on Rails framework)\n6. Open-source\n7. Cross-platform + compatibility\n\nWould you like me to elaborate on any specific aspect of + Ruby?"}],"stop_reason":"end_turn","stop_sequence":null,"usage":{"input_tokens":4,"cache_creation_input_tokens":2745,"cache_read_input_tokens":0,"output_tokens":169}}' + recorded_at: Sat, 19 Jul 2025 05:13:42 GMT +recorded_with: VCR 6.3.1 diff --git a/spec/ruby_llm/chat_complete_with_prompt_caching_spec.rb b/spec/ruby_llm/chat_complete_with_prompt_caching_spec.rb new file mode 100644 index 00000000..2c7ee96e --- /dev/null +++ b/spec/ruby_llm/chat_complete_with_prompt_caching_spec.rb @@ -0,0 +1,85 @@ +# frozen_string_literal: true + +require 'spec_helper' + +LARGE_PROMPT = 'a' * (2048 * 4) + +RSpec.describe RubyLLM::Chat, '.complete with prompt caching' do + include_context 'with configured RubyLLM' + + class DescribeRubyDev < RubyLLM::Tool # rubocop:disable Lint/ConstantDefinitionInBlock,RSpec/LeakyConstantDeclaration + description LARGE_PROMPT + + def execute + 'Ruby is a great language for building web applications.' + end + end + + CACHING_MODELS.each do |model_info| + provider = model_info[:provider] + model = model_info[:model] + + describe "with #{provider} provider (#{model})" do + let(:chat) { RubyLLM.chat(model: model, provider: provider).with_temperature(0.7) } + + context 'with system message caching' do + it 'adds cache_control to the last system message when system caching is requested' do + chat.with_instructions(LARGE_PROMPT) + chat.cache_prompts(system: true) + + response = chat.ask('What are the key principles you follow?') + + expect(response.cache_creation_tokens).to be_positive + end + end + + context 'with user message caching' do + it 'adds cache_control to user messages when user caching is requested' do + chat.cache_prompts(user: true) + response = chat.ask("#{LARGE_PROMPT}\n\nBased on the above, tell me about Ruby") + + expect(response.cache_creation_tokens).to be_positive + end + end + + context 'with tool definition caching' do + it 'adds cache_control to tool definitions when tools caching is requested' do # rubocop:disable RSpec/MultipleExpectations + chat.with_tools(DescribeRubyDev) + chat.cache_prompts(tools: true) + + response = chat.ask('Tell me about Ruby') + + expect(chat.messages[1].cache_creation_tokens).to be_positive + expect(response.cached_tokens).to be_positive + end + end + + context 'with multiple caching types' do + it 'handles multiple caching types together' do # rubocop:disable RSpec/MultipleExpectations,RSpec/ExampleLength + chat.with_tools(DescribeRubyDev) + chat.with_instructions(LARGE_PROMPT) + chat.cache_prompts(system: true, tools: true, user: true) + + response = chat.ask("#{LARGE_PROMPT}\n\nBased on the above, tell me about Ruby") + + expect(chat.messages[2].cache_creation_tokens).to be_positive + expect(response.cached_tokens).to be_positive + end + end + end + end + + # CACHED_MODELS.each do |model_info| + # provider = model_info[:provider] + # model = model_info[:model] + + # describe "with #{provider} provider (#{model})" do + # let(:chat) { RubyLLM.chat(model: model, provider: provider).with_temperature(0.7) } + # it 'reports cached tokens' do + # response = chat.ask("#{LARGE_PROMPT}\n\nBased on the above, tell me about Ruby") + + # expect(response.cached_tokens).to be_positive + # end + # end + # end +end diff --git a/spec/spec_helper.rb b/spec/spec_helper.rb index c8286fd6..0e711630 100644 --- a/spec/spec_helper.rb +++ b/spec/spec_helper.rb @@ -173,3 +173,15 @@ AUDIO_MODELS = [ { provider: :openai, model: 'gpt-4o-mini-audio-preview' } ].freeze + +# Models that require prompt caching configuration +CACHING_MODELS = [ + { provider: :anthropic, model: 'claude-3-5-haiku-20241022' }, + { provider: :bedrock, model: 'anthropic.claude-3-5-haiku-20241022-v1:0' } +].freeze + +# Models that report cached tokens +CACHED_MODELS = [ + { provider: :gemini, model: 'gemini-2.5-flash' }, + { provider: :openai, model: 'gpt-4.1-nano' } +].freeze