https://docs.instructorphp.com/cheatsheets/agent-ctrl 2026-08-02T13:48:09.566Z https://docs.instructorphp.com/cheatsheets/agents 2026-08-02T13:48:09.572Z https://docs.instructorphp.com/cheatsheets/config 2026-08-02T13:48:09.567Z https://docs.instructorphp.com/cheatsheets/contracts 2026-08-02T13:48:09.567Z https://docs.instructorphp.com/cheatsheets/dynamic 2026-08-02T13:48:08.515Z https://docs.instructorphp.com/cheatsheets/events 2026-08-02T13:48:08.507Z https://docs.instructorphp.com/cheatsheets/http-client 2026-08-02T13:48:08.508Z https://docs.instructorphp.com/cheatsheets/instructor 2026-08-02T13:48:08.515Z https://docs.instructorphp.com/cheatsheets/laravel 2026-08-02T13:48:08.511Z https://docs.instructorphp.com/cheatsheets/logging 2026-08-02T13:48:08.506Z https://docs.instructorphp.com/cheatsheets/messages 2026-08-02T13:48:08.517Z https://docs.instructorphp.com/cheatsheets/metrics 2026-08-02T13:48:08.509Z https://docs.instructorphp.com/cheatsheets/pipeline 2026-08-02T13:48:08.513Z https://docs.instructorphp.com/cheatsheets/polyglot 2026-08-02T13:48:08.510Z https://docs.instructorphp.com/cheatsheets/sandbox 2026-08-02T13:48:08.514Z https://docs.instructorphp.com/cheatsheets/schema 2026-08-02T13:48:08.510Z https://docs.instructorphp.com/cheatsheets/setup 2026-08-02T13:48:08.512Z https://docs.instructorphp.com/cheatsheets/stream 2026-08-02T13:48:08.516Z https://docs.instructorphp.com/cheatsheets/symfony 2026-08-02T13:48:08.502Z https://docs.instructorphp.com/cheatsheets/telemetry 2026-08-02T13:48:08.511Z https://docs.instructorphp.com/cheatsheets/templates 2026-08-02T13:48:08.505Z https://docs.instructorphp.com/cheatsheets/utils 2026-08-02T13:48:08.522Z https://docs.instructorphp.com/cheatsheets/xprompt 2026-08-02T13:48:08.506Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/attributes 2026-08-02T13:48:08.516Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/basic_use 2026-08-02T13:48:08.505Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/basic_use_mixin 2026-08-02T13:48:08.524Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/constructor_parameters 2026-08-02T13:48:08.501Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/custom_validation 2026-08-02T13:48:08.500Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/fluent_api 2026-08-02T13:48:08.509Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/getters_and_setters 2026-08-02T13:48:08.523Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/maybe 2026-08-02T13:48:08.523Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/messages_api 2026-08-02T13:48:08.518Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/mixed_type_property 2026-08-02T13:48:08.503Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/modes 2026-08-02T13:48:08.514Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/optional_fields 2026-08-02T13:48:08.517Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/public_vs_private 2026-08-02T13:48:08.507Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/self_correction 2026-08-02T13:48:08.499Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/using_config 2026-08-02T13:48:08.502Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation 2026-08-02T13:48:08.504Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation_multifield 2026-08-02T13:48:08.512Z https://docs.instructorphp.com/cookbook/examples/A01_Basics/validation_with_llm 2026-08-02T13:48:08.500Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/config_providers 2026-08-02T13:48:08.470Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured 2026-08-02T13:48:08.471Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured_oai 2026-08-02T13:48:08.501Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/context_cache_structured_oai_responses 2026-08-02T13:48:08.513Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_config 2026-08-02T13:48:08.518Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_http_client 2026-08-02T13:48:08.468Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_http_client_laravel 2026-08-02T13:48:08.471Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_llm_with_dsn 2026-08-02T13:48:08.522Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/custom_prompts 2026-08-02T13:48:08.469Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/demonstrations 2026-08-02T13:48:08.470Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/function_calls 2026-08-02T13:48:08.469Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/manual_schemas 2026-08-02T13:48:07.530Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/partials 2026-08-02T13:48:07.524Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/scalars 2026-08-02T13:48:07.509Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/sequences 2026-08-02T13:48:07.531Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/streaming 2026-08-02T13:48:07.525Z https://docs.instructorphp.com/cookbook/examples/A02_Advanced/structures 2026-08-02T13:48:07.520Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/cost_calculation 2026-08-02T13:48:07.517Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/debugging 2026-08-02T13:48:07.524Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_laravel 2026-08-02T13:48:07.518Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_monolog 2026-08-02T13:48:07.515Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_psr 2026-08-02T13:48:07.513Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/logging_symfony 2026-08-02T13:48:07.508Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/observability_telemetry_mechanisms 2026-08-02T13:48:07.510Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/on_event 2026-08-02T13:48:07.523Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/settings 2026-08-02T13:48:07.521Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_output_eventlog_readback 2026-08-02T13:48:07.516Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_telemetry_langfuse 2026-08-02T13:48:07.522Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/structured_telemetry_logfire 2026-08-02T13:48:07.512Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/token_usage_events 2026-08-02T13:48:07.522Z https://docs.instructorphp.com/cookbook/examples/A03_Troubleshooting/wiretap 2026-08-02T13:48:07.523Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/a21 2026-08-02T13:48:07.515Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/anthropic 2026-08-02T13:48:07.532Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/azure_openai 2026-08-02T13:48:07.519Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/cerebras 2026-08-02T13:48:07.509Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/cohere 2026-08-02T13:48:07.526Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/deepseek 2026-08-02T13:48:07.507Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/fireworks 2026-08-02T13:48:07.511Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/google_gemini 2026-08-02T13:48:07.508Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/google_gemini_oai 2026-08-02T13:48:07.511Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/groq 2026-08-02T13:48:07.521Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/huggingface 2026-08-02T13:48:07.519Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/inception 2026-08-02T13:48:07.513Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/meta 2026-08-02T13:48:07.506Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/minimaxi 2026-08-02T13:48:07.518Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/mistralai 2026-08-02T13:48:07.514Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/moonshotai 2026-08-02T13:48:07.512Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/ollama 2026-08-02T13:48:07.526Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openai 2026-08-02T13:48:07.505Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openai-responses 2026-08-02T13:48:07.504Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/openrouter 2026-08-02T13:48:07.525Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/perplexity 2026-08-02T13:48:07.476Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/sambanova 2026-08-02T13:48:07.507Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/togetherai 2026-08-02T13:48:07.506Z https://docs.instructorphp.com/cookbook/examples/A04_APISupport/xai 2026-08-02T13:48:07.516Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction 2026-08-02T13:48:07.514Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_claude 2026-08-02T13:48:07.476Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_cohere 2026-08-02T13:48:07.475Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/complex_extraction_gemini 2026-08-02T13:48:07.475Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/cost_calculation_structured 2026-08-02T13:48:07.517Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/custom_extractor 2026-08-02T13:48:07.474Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_car_damage 2026-08-02T13:48:06.618Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data 2026-08-02T13:48:06.615Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data_anthropic 2026-08-02T13:48:06.622Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/image_to_data_gemini 2026-08-02T13:48:06.623Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/json_schema 2026-08-02T13:48:06.616Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_array 2026-08-02T13:48:06.615Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_instance_of 2026-08-02T13:48:06.620Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/output_format_streaming 2026-08-02T13:48:06.611Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/pure_array_processing 2026-08-02T13:48:06.612Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/schema 2026-08-02T13:48:06.621Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/schema_dynamic 2026-08-02T13:48:06.614Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/streaming_structured_openai_responses 2026-08-02T13:48:06.641Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/structured_input 2026-08-02T13:48:06.620Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/structured_output_validation_loop 2026-08-02T13:48:06.606Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/transcription_to_tasks 2026-08-02T13:48:06.617Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/translate_ui_fields 2026-08-02T13:48:06.621Z https://docs.instructorphp.com/cookbook/examples/A05_Extras/web_to_objects 2026-08-02T13:48:06.625Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/inference 2026-08-02T13:48:06.607Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_json 2026-08-02T13:48:06.610Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_json_schema 2026-08-02T13:48:06.613Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_md_json 2026-08-02T13:48:06.624Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_tools 2026-08-02T13:48:06.604Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_with_schema_helper 2026-08-02T13:48:06.618Z https://docs.instructorphp.com/cookbook/examples/B01_LLM/llm_with_tools_helper 2026-08-02T13:48:06.614Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/context_cache_llm 2026-08-02T13:48:06.609Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/context_cache_llm_oai 2026-08-02T13:48:06.616Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_embeddings_config 2026-08-02T13:48:06.619Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_llm_driver 2026-08-02T13:48:06.641Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/custom_llm_via_dsn 2026-08-02T13:48:06.612Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/embed_utils 2026-08-02T13:48:06.624Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/embeddings 2026-08-02T13:48:06.610Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/http_client 2026-08-02T13:48:06.607Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/llm_config_providers 2026-08-02T13:48:06.642Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/llm_custom_config 2026-08-02T13:48:06.605Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/parallel_calls 2026-08-02T13:48:06.574Z https://docs.instructorphp.com/cookbook/examples/B02_LLMAdvanced/reasoning_content 2026-08-02T13:48:06.573Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/http_debug 2026-08-02T13:48:06.613Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/inference_eventlog_readback 2026-08-02T13:48:06.626Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_laravel_embeddings 2026-08-02T13:48:06.619Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_laravel_inference 2026-08-02T13:48:06.608Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_monolog 2026-08-02T13:48:06.605Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_logging_symfony 2026-08-02T13:48:06.608Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_langfuse 2026-08-02T13:48:06.604Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_logfire 2026-08-02T13:48:06.611Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_streaming_langfuse 2026-08-02T13:48:06.625Z https://docs.instructorphp.com/cookbook/examples/B03_LLMTroubleshooting/llm_telemetry_streaming_logfire 2026-08-02T13:48:06.574Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_a21 2026-08-02T13:48:06.573Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_anthropic 2026-08-02T13:48:06.622Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_azure_openai 2026-08-02T13:48:06.575Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_cerebras 2026-08-02T13:48:06.606Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_cohere 2026-08-02T13:48:06.073Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_deepseek 2026-08-02T13:48:06.073Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_fireworks 2026-08-02T13:48:06.035Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_google_gemini 2026-08-02T13:48:06.078Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_google_gemini_oai 2026-08-02T13:48:06.078Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_groq 2026-08-02T13:48:06.076Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_inception 2026-08-02T13:48:06.084Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_meta 2026-08-02T13:48:06.085Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_minimaxi 2026-08-02T13:48:06.079Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_mistralai 2026-08-02T13:48:06.071Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_moonshotai 2026-08-02T13:48:06.070Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_ollama 2026-08-02T13:48:06.080Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openai 2026-08-02T13:48:06.081Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openai-responses 2026-08-02T13:48:06.037Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_openrouter 2026-08-02T13:48:06.074Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_perplexity 2026-08-02T13:48:06.068Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_sambanova 2026-08-02T13:48:06.060Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_togetherai 2026-08-02T13:48:06.069Z https://docs.instructorphp.com/cookbook/examples/B04_LLMApiSupport/llm_xai 2026-08-02T13:48:06.072Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/chat_with_many_participants 2026-08-02T13:48:06.075Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/chat_with_summary 2026-08-02T13:48:06.086Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/cost_calculation_inference 2026-08-02T13:48:06.082Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/image_data 2026-08-02T13:48:06.080Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/metrics_streaming 2026-08-02T13:48:06.083Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/prompt_templates 2026-08-02T13:48:06.036Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/streaming_inference_openai_responses 2026-08-02T13:48:06.084Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/summary_with_llm 2026-08-02T13:48:06.039Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/tool_use 2026-08-02T13:48:06.040Z https://docs.instructorphp.com/cookbook/examples/B05_LLMExtras/tool_use_react 2026-08-02T13:48:06.071Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_basics 2026-08-02T13:48:06.090Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_pool_basics 2026-08-02T13:48:06.067Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_stream_capture 2026-08-02T13:48:06.069Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_client_streaming_basics 2026-08-02T13:48:06.037Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_hooks 2026-08-02T13:48:06.038Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_stream 2026-08-02T13:48:06.068Z https://docs.instructorphp.com/cookbook/examples/C01_Http/http_middleware_sync 2026-08-02T13:48:06.087Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_bash_tool 2026-08-02T13:48:06.086Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_context_compiler 2026-08-02T13:48:06.083Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_custom_tool 2026-08-02T13:48:06.077Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_events 2026-08-02T13:48:06.038Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_execute 2026-08-02T13:48:06.081Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_hooks 2026-08-02T13:48:06.082Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_iterate 2026-08-02T13:48:06.074Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_multi_execution 2026-08-02T13:48:06.077Z https://docs.instructorphp.com/cookbook/examples/D01_Agents/agent_loop_stop_conditions 2026-08-02T13:48:06.076Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_basic 2026-08-02T13:48:06.035Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_file_system 2026-08-02T13:48:06.036Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_hooks 2026-08-02T13:48:06.075Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_planning_subagent 2026-08-02T13:48:06.063Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_retrospective 2026-08-02T13:48:06.067Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_search 2026-08-02T13:48:05.388Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_self_critique 2026-08-02T13:48:05.385Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_skills 2026-08-02T13:48:05.379Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_structured_output 2026-08-02T13:48:05.381Z https://docs.instructorphp.com/cookbook/examples/D02_AgentBuilder/agent_subagents 2026-08-02T13:48:05.394Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/coding_agent_creates_example 2026-08-02T13:48:05.389Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_definition 2026-08-02T13:48:05.386Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_markdown 2026-08-02T13:48:05.382Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_yaml 2026-08-02T13:48:05.387Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_override_seed_state 2026-08-02T13:48:05.376Z https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_with_tools_and_capabilities 2026-08-02T13:48:05.382Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_conflict_handling 2026-08-02T13:48:05.379Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_create_and_persist 2026-08-02T13:48:05.386Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_fork_action 2026-08-02T13:48:05.388Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_execute_action 2026-08-02T13:48:05.401Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_hooks 2026-08-02T13:48:05.393Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_read_apis 2026-08-02T13:48:05.394Z https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_send_message_action 2026-08-02T13:48:05.390Z https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_eventlog_readback 2026-08-02T13:48:05.400Z https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_langfuse 2026-08-02T13:48:05.384Z https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_logfire 2026-08-02T13:48:05.389Z https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_langfuse 2026-08-02T13:48:05.380Z https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_logfire 2026-08-02T13:48:05.392Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic 2026-08-02T13:48:05.395Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback 2026-08-02T13:48:05.376Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_events 2026-08-02T13:48:05.385Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_streaming 2026-08-02T13:48:05.378Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_switching 2026-08-02T13:48:05.378Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_langfuse 2026-08-02T13:48:05.392Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire 2026-08-02T13:48:05.375Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic 2026-08-02T13:48:05.380Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search 2026-08-02T13:48:05.383Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_basic 2026-08-02T13:48:05.374Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_streaming 2026-08-02T13:48:05.338Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_basic 2026-08-02T13:48:05.395Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_streaming 2026-08-02T13:48:05.396Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_basic 2026-08-02T13:48:05.391Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_streaming 2026-08-02T13:48:05.373Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_basic 2026-08-02T13:48:05.374Z https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_streaming 2026-08-02T13:48:05.337Z https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls 2026-08-02T13:48:05.396Z https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script 2026-08-02T13:48:05.338Z https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output 2026-08-02T13:48:05.377Z https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard 2026-08-02T13:48:05.336Z https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo 2026-08-02T13:48:05.373Z https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo 2026-08-02T13:48:05.339Z https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo 2026-08-02T13:48:05.387Z https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo 2026-08-02T13:48:05.377Z https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo 2026-08-02T13:48:05.381Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role 2026-08-02T13:48:05.384Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine 2026-08-02T13:48:05.303Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity 2026-08-02T13:48:05.309Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style 2026-08-02T13:48:05.308Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli 2026-08-02T13:48:05.304Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions 2026-08-02T13:48:05.314Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query 2026-08-02T13:48:05.296Z https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective 2026-08-02T13:48:05.294Z https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples 2026-08-02T13:48:05.306Z https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering 2026-08-02T13:48:05.301Z https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples 2026-08-02T13:48:05.307Z https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples 2026-08-02T13:48:05.297Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting 2026-08-02T13:48:05.292Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection 2026-08-02T13:48:05.303Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples 2026-08-02T13:48:05.299Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context 2026-08-02T13:48:05.296Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context 2026-08-02T13:48:05.300Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples 2026-08-02T13:48:05.301Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting 2026-08-02T13:48:05.294Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations 2026-08-02T13:48:05.300Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning 2026-08-02T13:48:05.302Z https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples 2026-08-02T13:48:05.308Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains 2026-08-02T13:48:05.291Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses 2026-08-02T13:48:05.305Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms 2026-08-02T13:48:05.299Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/consistent_examples 2026-08-02T13:48:05.306Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/distinct_examples 2026-08-02T13:48:05.295Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts 2026-08-02T13:48:05.291Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/multiple_candidates 2026-08-02T13:48:05.302Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals 2026-08-02T13:48:05.307Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/translation_paraphrasing 2026-08-02T13:48:05.290Z https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting 2026-08-02T13:48:05.288Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning 2026-08-02T13:48:05.289Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty 2026-08-02T13:48:05.289Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback 2026-08-02T13:48:05.258Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/reconstruct_prompt 2026-08-02T13:48:05.298Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/self_verify 2026-08-02T13:48:05.293Z https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/verify_independently 2026-08-02T13:48:05.293Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/break_down_complexity 2026-08-02T13:48:05.310Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/ditch_vanilla_cot 2026-08-02T13:48:05.310Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/generate_code 2026-08-02T13:48:05.298Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/generate_in_parallel 2026-08-02T13:48:05.257Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/solve_simpler_subtasks 2026-08-02T13:48:05.258Z https://docs.instructorphp.com/cookbook/examples/Z06_Decomposition/task_specific_systems 2026-08-02T13:48:05.256Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/arbitrary_properties 2026-08-02T13:48:05.290Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/arbitrary_properties_consistent 2026-08-02T13:48:05.292Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/chain_of_summaries 2026-08-02T13:48:05.295Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/chain_of_thought 2026-08-02T13:48:05.304Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/classification 2026-08-02T13:48:05.315Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/classification_multiclass 2026-08-02T13:48:05.316Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/component_reuse 2026-08-02T13:48:05.309Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/component_reuse_cot 2026-08-02T13:47:59.184Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/entity_relationships 2026-08-02T13:47:59.180Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/handling_errors 2026-08-02T13:47:59.178Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/limiting_lists 2026-08-02T13:47:59.186Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/reflection_prompting 2026-08-02T13:47:59.185Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/restate_instructions 2026-08-02T13:47:59.188Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/rewrite_instructions 2026-08-02T13:47:59.183Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/search_query_expansion 2026-08-02T13:47:59.176Z https://docs.instructorphp.com/cookbook/examples/Z07_Misc/summary_with_keywords 2026-08-02T13:47:59.190Z https://docs.instructorphp.com/features 2026-08-02T13:47:59.182Z https://docs.instructorphp.com/getting-started 2026-08-02T13:47:59.178Z https://docs.instructorphp.com 2026-08-02T13:47:59.187Z https://docs.instructorphp.com/packages/agent-ctrl/1-overview 2026-08-02T14:04:41.543Z https://docs.instructorphp.com/packages/agent-ctrl/10-opencode-bridge 2026-08-02T14:04:41.543Z https://docs.instructorphp.com/packages/agent-ctrl/11-pi-bridge 2026-08-02T14:04:41.549Z https://docs.instructorphp.com/packages/agent-ctrl/12-gemini-bridge 2026-08-02T14:04:41.550Z https://docs.instructorphp.com/packages/agent-ctrl/2-getting-started 2026-08-02T14:04:41.546Z https://docs.instructorphp.com/packages/agent-ctrl/3-streaming 2026-08-02T14:04:41.546Z https://docs.instructorphp.com/packages/agent-ctrl/4-session-management 2026-08-02T14:04:41.544Z https://docs.instructorphp.com/packages/agent-ctrl/5-agent-options 2026-08-02T14:04:41.545Z https://docs.instructorphp.com/packages/agent-ctrl/6-response-object 2026-08-02T14:04:41.545Z https://docs.instructorphp.com/packages/agent-ctrl/7-troubleshooting 2026-08-02T14:04:41.547Z https://docs.instructorphp.com/packages/agent-ctrl/8-claude-code-bridge 2026-08-02T14:04:41.548Z https://docs.instructorphp.com/packages/agent-ctrl/9-codex-bridge 2026-08-02T14:04:41.549Z https://docs.instructorphp.com/packages/agent-ctrl/testing-doubles 2026-08-02T13:47:59.198Z https://docs.instructorphp.com/packages/agents/01-introduction 2026-08-02T14:04:41.548Z https://docs.instructorphp.com/packages/agents/02-basic-agent 2026-08-02T14:04:35.812Z https://docs.instructorphp.com/packages/agents/03-basic-concepts 2026-08-02T14:04:35.817Z https://docs.instructorphp.com/packages/agents/04-controlling-the-loop 2026-08-02T14:04:35.801Z https://docs.instructorphp.com/packages/agents/05-tools 2026-08-02T14:04:35.797Z https://docs.instructorphp.com/packages/agents/06-building-tools 2026-08-02T14:04:35.802Z https://docs.instructorphp.com/packages/agents/07-context-and-compilers 2026-08-02T14:04:35.807Z https://docs.instructorphp.com/packages/agents/08-hooks 2026-08-02T14:04:35.810Z https://docs.instructorphp.com/packages/agents/09-stop-conditions 2026-08-02T14:04:35.807Z https://docs.instructorphp.com/packages/agents/10-testing 2026-08-02T14:04:35.812Z https://docs.instructorphp.com/packages/agents/11-state-internals 2026-08-02T14:04:35.816Z https://docs.instructorphp.com/packages/agents/12-tool-calling-internals 2026-08-02T14:04:35.796Z https://docs.instructorphp.com/packages/agents/13-agent-builder 2026-08-02T14:04:35.809Z https://docs.instructorphp.com/packages/agents/14-agent-templates 2026-08-02T14:04:35.804Z https://docs.instructorphp.com/packages/agents/15-subagents 2026-08-02T14:04:35.827Z https://docs.instructorphp.com/packages/agents/16-session-runtime 2026-08-02T14:04:35.811Z https://docs.instructorphp.com/packages/agents/17-building-tools-advanced 2026-08-02T14:04:35.814Z https://docs.instructorphp.com/packages/agents/18-observing-agent-execution 2026-08-02T14:04:35.817Z https://docs.instructorphp.com/packages/agents/19-skills 2026-08-02T14:04:35.826Z https://docs.instructorphp.com/packages/agents/testing-doubles 2026-08-02T13:47:59.182Z https://docs.instructorphp.com/packages/http/1-overview 2026-08-02T14:04:35.818Z https://docs.instructorphp.com/packages/http/10-middleware 2026-08-02T14:04:35.825Z https://docs.instructorphp.com/packages/http/2-getting-started 2026-08-02T14:04:35.813Z https://docs.instructorphp.com/packages/http/3-making-requests 2026-08-02T14:04:35.824Z https://docs.instructorphp.com/packages/http/4-handling-responses 2026-08-02T14:04:35.798Z https://docs.instructorphp.com/packages/http/5-streaming-responses 2026-08-02T14:04:35.808Z https://docs.instructorphp.com/packages/http/6-pooling 2026-08-02T14:04:35.818Z https://docs.instructorphp.com/packages/http/7-changing-client 2026-08-02T14:04:35.806Z https://docs.instructorphp.com/packages/http/8-changing-client-config 2026-08-02T14:04:35.805Z https://docs.instructorphp.com/packages/http/9-1-custom-clients 2026-08-02T14:04:35.820Z https://docs.instructorphp.com/packages/http/testing-doubles 2026-08-02T14:04:35.803Z https://docs.instructorphp.com/packages 2026-08-02T13:47:56.028Z https://docs.instructorphp.com/packages/instructor/advanced/function_calls 2026-08-02T14:04:35.765Z https://docs.instructorphp.com/packages/instructor/advanced/json_extraction 2026-08-02T14:04:35.766Z https://docs.instructorphp.com/packages/instructor/advanced/manual_schemas 2026-08-02T14:04:35.821Z https://docs.instructorphp.com/packages/instructor/advanced/model_options 2026-08-02T14:04:35.799Z https://docs.instructorphp.com/packages/instructor/advanced/output_formats 2026-08-02T14:04:35.826Z https://docs.instructorphp.com/packages/instructor/advanced/partials 2026-08-02T14:04:35.815Z https://docs.instructorphp.com/packages/instructor/advanced/prompts 2026-08-02T14:04:35.762Z https://docs.instructorphp.com/packages/instructor/advanced/sequences 2026-08-02T14:04:35.803Z https://docs.instructorphp.com/packages/instructor/advanced/structure-to-structure 2026-08-02T14:04:35.815Z https://docs.instructorphp.com/packages/instructor/advanced/structures 2026-08-02T14:04:35.763Z https://docs.instructorphp.com/packages/instructor/cli_tools 2026-08-02T13:47:56.020Z https://docs.instructorphp.com/packages/instructor/concepts/overview 2026-08-02T14:04:35.799Z https://docs.instructorphp.com/packages/instructor/concepts/why 2026-08-02T14:04:35.801Z https://docs.instructorphp.com/packages/instructor/essentials/configuration 2026-08-02T14:04:35.819Z https://docs.instructorphp.com/packages/instructor/essentials/customize_prompts 2026-08-02T14:04:35.761Z https://docs.instructorphp.com/packages/instructor/essentials/data_model 2026-08-02T14:04:35.819Z https://docs.instructorphp.com/packages/instructor/essentials/demonstrations 2026-08-02T14:04:35.765Z https://docs.instructorphp.com/packages/instructor/essentials/modes 2026-08-02T14:04:35.763Z https://docs.instructorphp.com/packages/instructor/essentials/scalars 2026-08-02T14:04:35.800Z https://docs.instructorphp.com/packages/instructor/essentials/usage 2026-08-02T14:04:35.764Z https://docs.instructorphp.com/packages/instructor/essentials/validation 2026-08-02T14:04:35.766Z https://docs.instructorphp.com/packages/instructor/internals/config_files 2026-08-02T14:04:35.798Z https://docs.instructorphp.com/packages/instructor/internals/configuration_path 2026-08-02T14:04:30.130Z https://docs.instructorphp.com/packages/instructor/internals/debugging 2026-08-02T14:04:30.131Z https://docs.instructorphp.com/packages/instructor/internals/environment 2026-08-02T14:04:30.120Z https://docs.instructorphp.com/packages/instructor/internals/events 2026-08-02T14:04:30.116Z https://docs.instructorphp.com/packages/instructor/internals/instructor 2026-08-02T14:04:30.106Z https://docs.instructorphp.com/packages/instructor/internals/lifecycle 2026-08-02T14:04:30.104Z https://docs.instructorphp.com/packages/instructor/internals/response_models 2026-08-02T14:04:30.112Z https://docs.instructorphp.com/packages/instructor/internals/settings_class 2026-08-02T14:04:30.111Z https://docs.instructorphp.com/packages/instructor/introduction 2026-08-02T14:04:30.113Z https://docs.instructorphp.com/packages/instructor/misc/contributing 2026-08-02T13:47:56.036Z https://docs.instructorphp.com/packages/instructor/misc/help 2026-08-02T13:47:56.014Z https://docs.instructorphp.com/packages/instructor/misc/llm_providers 2026-08-02T14:04:30.115Z https://docs.instructorphp.com/packages/instructor/misc/philosophy 2026-08-02T13:47:56.033Z https://docs.instructorphp.com/packages/instructor/quickstart 2026-08-02T14:04:30.100Z https://docs.instructorphp.com/packages/instructor/setup 2026-08-02T14:04:30.116Z https://docs.instructorphp.com/packages/instructor/techniques/classification 2026-08-02T14:04:30.110Z https://docs.instructorphp.com/packages/instructor/techniques/prompting 2026-08-02T14:04:30.102Z https://docs.instructorphp.com/packages/instructor/techniques/search 2026-08-02T14:04:30.108Z https://docs.instructorphp.com/packages/instructor/testing-doubles 2026-08-02T14:04:30.105Z https://docs.instructorphp.com/packages/instructor/upgrade 2026-08-02T14:04:30.113Z https://docs.instructorphp.com/packages/laravel/advanced 2026-08-02T14:04:30.101Z https://docs.instructorphp.com/packages/laravel/agents 2026-08-02T14:04:30.102Z https://docs.instructorphp.com/packages/laravel/commands 2026-08-02T14:04:30.122Z https://docs.instructorphp.com/packages/laravel/configuration 2026-08-02T14:04:30.110Z https://docs.instructorphp.com/packages/laravel/events 2026-08-02T14:04:30.105Z https://docs.instructorphp.com/packages/laravel/facades 2026-08-02T14:04:30.104Z https://docs.instructorphp.com/packages/laravel 2026-08-02T14:04:30.128Z https://docs.instructorphp.com/packages/laravel/installation 2026-08-02T14:04:30.124Z https://docs.instructorphp.com/packages/laravel/native-agents 2026-08-02T14:04:30.119Z https://docs.instructorphp.com/packages/laravel/response-models 2026-08-02T14:04:30.115Z https://docs.instructorphp.com/packages/laravel/testing 2026-08-02T14:04:30.130Z https://docs.instructorphp.com/packages/laravel/troubleshooting 2026-08-02T14:04:30.114Z https://docs.instructorphp.com/packages/polyglot/advanced/connection-mgmt 2026-08-02T14:04:30.067Z https://docs.instructorphp.com/packages/polyglot/advanced/context-caching 2026-08-02T14:04:30.118Z https://docs.instructorphp.com/packages/polyglot/advanced/custom-config 2026-08-02T14:04:30.121Z https://docs.instructorphp.com/packages/polyglot/advanced/custom-http-client 2026-08-02T14:04:30.117Z https://docs.instructorphp.com/packages/polyglot/advanced/extending 2026-08-02T14:04:30.122Z https://docs.instructorphp.com/packages/polyglot/advanced/json-schema 2026-08-02T14:04:30.112Z https://docs.instructorphp.com/packages/polyglot/embeddings/optimization 2026-08-02T14:04:30.103Z https://docs.instructorphp.com/packages/polyglot/embeddings/overview 2026-08-02T14:04:30.118Z https://docs.instructorphp.com/packages/polyglot/embeddings/work-with-embeddings 2026-08-02T14:04:30.129Z https://docs.instructorphp.com/packages/polyglot/essentials/creating-requests 2026-08-02T14:04:30.124Z https://docs.instructorphp.com/packages/polyglot/essentials/inference-class 2026-08-02T14:04:30.066Z https://docs.instructorphp.com/packages/polyglot/essentials/overview 2026-08-02T14:04:30.065Z https://docs.instructorphp.com/packages/polyglot/essentials/request-options 2026-08-02T14:04:30.132Z https://docs.instructorphp.com/packages/polyglot/essentials/response-handling 2026-08-02T14:04:30.123Z https://docs.instructorphp.com/packages/polyglot/internals/adapters 2026-08-02T14:04:30.107Z https://docs.instructorphp.com/packages/polyglot/internals/configuration 2026-08-02T14:04:30.108Z https://docs.instructorphp.com/packages/polyglot/internals/events 2026-08-02T14:04:30.109Z https://docs.instructorphp.com/packages/polyglot/internals/http-client 2026-08-02T14:04:30.119Z https://docs.instructorphp.com/packages/polyglot/internals/lifecycle 2026-08-02T14:04:30.106Z https://docs.instructorphp.com/packages/polyglot/internals/overview 2026-08-02T14:04:30.109Z https://docs.instructorphp.com/packages/polyglot/internals/providers 2026-08-02T14:04:30.120Z https://docs.instructorphp.com/packages/polyglot/internals/public-api 2026-08-02T14:04:25.717Z https://docs.instructorphp.com/packages/polyglot/internals/request-response 2026-08-02T14:04:25.712Z https://docs.instructorphp.com/packages/polyglot/modes/json 2026-08-02T14:04:25.715Z https://docs.instructorphp.com/packages/polyglot/modes/json-schema 2026-08-02T14:04:25.714Z https://docs.instructorphp.com/packages/polyglot/modes/md-json 2026-08-02T13:47:50.268Z https://docs.instructorphp.com/packages/polyglot/modes/overview 2026-08-02T13:47:50.228Z https://docs.instructorphp.com/packages/polyglot/modes/text 2026-08-02T14:04:25.720Z https://docs.instructorphp.com/packages/polyglot/modes/tools 2026-08-02T14:04:25.710Z https://docs.instructorphp.com/packages/polyglot/overview 2026-08-02T14:04:25.710Z https://docs.instructorphp.com/packages/polyglot/quickstart 2026-08-02T14:04:25.718Z https://docs.instructorphp.com/packages/polyglot/setup 2026-08-02T14:04:25.717Z https://docs.instructorphp.com/packages/polyglot/streaming/misc 2026-08-02T14:04:25.711Z https://docs.instructorphp.com/packages/polyglot/streaming/overview 2026-08-02T14:04:25.719Z https://docs.instructorphp.com/packages/polyglot/testing-doubles 2026-08-02T14:04:25.707Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/debugging 2026-08-02T14:04:25.729Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-authentication 2026-08-02T14:04:25.708Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-configuration 2026-08-02T14:04:25.728Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-connection 2026-08-02T14:04:25.712Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-model-specific 2026-08-02T14:04:25.711Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-provider-specific 2026-08-02T14:04:25.718Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-rate-limits 2026-08-02T14:04:25.728Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/issues-streaming 2026-08-02T14:04:25.714Z https://docs.instructorphp.com/packages/polyglot/troubleshooting/overview 2026-08-02T13:47:45.721Z https://docs.instructorphp.com/packages/polyglot/upgrade 2026-08-02T14:04:25.727Z https://docs.instructorphp.com/packages/sandbox/1-overview 2026-08-02T14:04:25.706Z https://docs.instructorphp.com/packages/sandbox/2-getting-started 2026-08-02T14:04:25.719Z https://docs.instructorphp.com/packages/sandbox/3-execution-policy 2026-08-02T14:04:25.716Z https://docs.instructorphp.com/packages/sandbox/4-drivers 2026-08-02T14:04:25.706Z https://docs.instructorphp.com/packages/sandbox/5-streaming-and-results 2026-08-02T14:04:25.709Z https://docs.instructorphp.com/packages/sandbox/6-testing 2026-08-02T14:04:25.721Z https://docs.instructorphp.com/packages/sandbox/7-troubleshooting 2026-08-02T14:04:25.727Z https://docs.instructorphp.com/packages/symfony/configuration 2026-08-02T14:04:25.730Z https://docs.instructorphp.com/packages/symfony/delivery 2026-08-02T14:04:25.708Z https://docs.instructorphp.com/packages/symfony/logging 2026-08-02T14:04:25.713Z https://docs.instructorphp.com/packages/symfony/migration 2026-08-02T14:04:25.707Z https://docs.instructorphp.com/packages/symfony/operations 2026-08-02T14:04:25.722Z https://docs.instructorphp.com/packages/symfony/overview 2026-08-02T13:47:45.726Z https://docs.instructorphp.com/packages/symfony/quickstart 2026-08-02T14:04:25.678Z https://docs.instructorphp.com/packages/symfony/runtime-surfaces 2026-08-02T14:04:25.721Z https://docs.instructorphp.com/packages/symfony/sessions 2026-08-02T14:04:25.673Z https://docs.instructorphp.com/packages/symfony/telemetry 2026-08-02T14:04:25.676Z https://docs.instructorphp.com/packages/symfony/testing 2026-08-02T14:04:25.673Z https://docs.instructorphp.com/packages/telemetry/01-introduction 2026-08-02T13:47:45.715Z https://docs.instructorphp.com/packages/telemetry/02-basic-setup 2026-08-02T14:04:25.672Z https://docs.instructorphp.com/packages/telemetry/03-runtime-wiring 2026-08-02T14:04:25.677Z https://docs.instructorphp.com/packages/telemetry/04-troubleshooting 2026-08-02T14:04:25.675Z https://docs.instructorphp.com/packages/telemetry/05-langfuse 2026-08-02T14:04:25.674Z https://docs.instructorphp.com/packages/telemetry/06-logfire 2026-08-02T14:04:25.676Z https://docs.instructorphp.com/packages/xprompt/01-introduction 2026-08-02T14:04:25.677Z https://docs.instructorphp.com/packages/xprompt/02-getting-started 2026-08-02T14:04:25.722Z https://docs.instructorphp.com/packages/xprompt/03-composition 2026-08-02T14:04:25.675Z https://docs.instructorphp.com/packages/xprompt/04-templates 2026-08-02T14:04:25.723Z https://docs.instructorphp.com/packages/xprompt/05-structured-data 2026-08-02T14:04:25.670Z https://docs.instructorphp.com/packages/xprompt/06-variants-and-registry 2026-08-02T14:04:25.671Z https://docs.instructorphp.com/packages/xprompt/07-configuration 2026-08-02T14:04:25.672Z https://docs.instructorphp.com/release-notes/v0.12.0 2026-08-02T13:47:45.737Z https://docs.instructorphp.com/release-notes/v0.12.10 2026-08-02T13:47:45.736Z https://docs.instructorphp.com/release-notes/v0.12.11 2026-08-02T13:47:45.677Z https://docs.instructorphp.com/release-notes/v0.12.12 2026-08-02T13:47:45.677Z https://docs.instructorphp.com/release-notes/v0.12.13 2026-08-02T13:47:45.711Z https://docs.instructorphp.com/release-notes/v0.12.2 2026-08-02T13:47:45.712Z https://docs.instructorphp.com/release-notes/v0.12.3 2026-08-02T13:47:45.708Z https://docs.instructorphp.com/release-notes/v0.12.4 2026-08-02T13:47:45.728Z https://docs.instructorphp.com/release-notes/v0.12.5 2026-08-02T13:47:45.632Z https://docs.instructorphp.com/release-notes/v0.12.6 2026-08-02T13:47:45.641Z https://docs.instructorphp.com/release-notes/v0.12.7 2026-08-02T13:47:45.630Z https://docs.instructorphp.com/release-notes/v0.12.8 2026-08-02T13:47:45.650Z https://docs.instructorphp.com/release-notes/v0.12.9 2026-08-02T13:47:45.631Z https://docs.instructorphp.com/release-notes/v0.13.0 2026-08-02T13:47:45.634Z https://docs.instructorphp.com/release-notes/v0.14.0 2026-08-02T13:47:45.640Z https://docs.instructorphp.com/release-notes/v0.14.1 2026-08-02T13:47:45.643Z https://docs.instructorphp.com/release-notes/v0.14.2 2026-08-02T13:47:45.637Z https://docs.instructorphp.com/release-notes/v0.14.3 2026-08-02T13:47:45.637Z https://docs.instructorphp.com/release-notes/v0.14.4 2026-08-02T13:47:45.641Z https://docs.instructorphp.com/release-notes/v0.14.5 2026-08-02T13:47:45.629Z https://docs.instructorphp.com/release-notes/v0.14.6 2026-08-02T13:47:45.643Z https://docs.instructorphp.com/release-notes/v0.14.7 2026-08-02T13:47:45.644Z https://docs.instructorphp.com/release-notes/v0.15.0 2026-08-02T13:47:45.645Z https://docs.instructorphp.com/release-notes/v0.15.1 2026-08-02T13:47:45.651Z https://docs.instructorphp.com/release-notes/v0.15.2 2026-08-02T13:47:45.631Z https://docs.instructorphp.com/release-notes/v0.16.0 2026-08-02T13:47:45.636Z https://docs.instructorphp.com/release-notes/v0.17.0 2026-08-02T13:47:45.628Z https://docs.instructorphp.com/release-notes/v0.17.1 2026-08-02T13:47:45.639Z https://docs.instructorphp.com/release-notes/v0.17.10 2026-08-02T13:47:45.636Z https://docs.instructorphp.com/release-notes/v0.17.11 2026-08-02T13:47:45.642Z https://docs.instructorphp.com/release-notes/v0.17.12 2026-08-02T13:47:45.628Z https://docs.instructorphp.com/release-notes/v0.17.3 2026-08-02T13:47:45.627Z https://docs.instructorphp.com/release-notes/v0.17.4 2026-08-02T13:47:45.633Z https://docs.instructorphp.com/release-notes/v0.17.5 2026-08-02T13:47:45.634Z https://docs.instructorphp.com/release-notes/v0.17.6 2026-08-02T13:47:45.638Z https://docs.instructorphp.com/release-notes/v0.17.7 2026-08-02T13:47:45.625Z https://docs.instructorphp.com/release-notes/v0.17.8 2026-08-02T13:47:45.624Z https://docs.instructorphp.com/release-notes/v0.17.9 2026-08-02T13:47:45.635Z https://docs.instructorphp.com/release-notes/v0.8.0 2026-08-02T13:47:45.626Z https://docs.instructorphp.com/release-notes/v1.0.0 2026-08-02T13:47:44.426Z https://docs.instructorphp.com/release-notes/v1.0.0-RC10 2026-08-02T13:47:45.626Z https://docs.instructorphp.com/release-notes/v1.0.0-RC11 2026-08-02T13:47:45.639Z https://docs.instructorphp.com/release-notes/v1.0.0-RC12 2026-08-02T13:47:45.632Z https://docs.instructorphp.com/release-notes/v1.0.0-RC13 2026-08-02T13:47:45.645Z https://docs.instructorphp.com/release-notes/v1.0.0-RC14 2026-08-02T13:47:45.592Z https://docs.instructorphp.com/release-notes/v1.0.0-RC15 2026-08-02T13:47:45.646Z https://docs.instructorphp.com/release-notes/v1.0.0-RC16 2026-08-02T13:47:45.640Z https://docs.instructorphp.com/release-notes/v1.0.0-RC17 2026-08-02T13:47:45.651Z https://docs.instructorphp.com/release-notes/v1.0.0-RC18 2026-08-02T13:47:45.624Z https://docs.instructorphp.com/release-notes/v1.0.0-RC19 2026-08-02T13:47:45.644Z https://docs.instructorphp.com/release-notes/v1.0.0-RC20 2026-08-02T13:47:45.638Z https://docs.instructorphp.com/release-notes/v1.0.0-RC21 2026-08-02T13:47:45.622Z https://docs.instructorphp.com/release-notes/v1.0.0-RC22 2026-08-02T13:47:45.627Z https://docs.instructorphp.com/release-notes/v1.0.0-RC6 2026-08-02T13:47:45.593Z https://docs.instructorphp.com/release-notes/v1.0.0-RC7 2026-08-02T13:47:45.625Z https://docs.instructorphp.com/release-notes/v1.0.0-RC8 2026-08-02T13:47:45.629Z https://docs.instructorphp.com/release-notes/v1.0.0-RC9 2026-08-02T13:47:45.593Z https://docs.instructorphp.com/release-notes/v1.0.0-rc1 2026-08-02T13:47:45.623Z https://docs.instructorphp.com/release-notes/v1.0.0-rc2 2026-08-02T13:47:45.633Z https://docs.instructorphp.com/release-notes/v1.0.0-rc3 2026-08-02T13:47:44.439Z https://docs.instructorphp.com/release-notes/v1.0.0-rc4 2026-08-02T13:47:44.433Z https://docs.instructorphp.com/release-notes/v1.0.0-rc5 2026-08-02T13:47:44.427Z https://docs.instructorphp.com/release-notes/v1.1.0 2026-08-02T13:47:44.439Z https://docs.instructorphp.com/release-notes/v1.10.0 2026-08-02T13:47:44.431Z https://docs.instructorphp.com/release-notes/v1.10.1 2026-08-02T13:47:44.431Z https://docs.instructorphp.com/release-notes/v1.10.2 2026-08-02T13:47:44.424Z https://docs.instructorphp.com/release-notes/v1.10.3 2026-08-02T13:47:44.430Z https://docs.instructorphp.com/release-notes/v1.11.0 2026-08-02T13:47:44.423Z https://docs.instructorphp.com/release-notes/v1.12.0 2026-08-02T13:47:44.422Z https://docs.instructorphp.com/release-notes/v1.13.0 2026-08-02T13:47:44.419Z https://docs.instructorphp.com/release-notes/v1.14.0 2026-08-02T13:47:44.423Z https://docs.instructorphp.com/release-notes/v1.15.0 2026-08-02T13:47:44.429Z https://docs.instructorphp.com/release-notes/v1.16.0 2026-08-02T13:47:44.432Z https://docs.instructorphp.com/release-notes/v1.17.0 2026-08-02T13:47:44.424Z https://docs.instructorphp.com/release-notes/v1.18.0 2026-08-02T13:47:44.438Z https://docs.instructorphp.com/release-notes/v1.18.1 2026-08-02T13:47:44.414Z https://docs.instructorphp.com/release-notes/v1.18.2 2026-08-02T13:47:44.428Z https://docs.instructorphp.com/release-notes/v1.18.3 2026-08-02T13:47:44.418Z https://docs.instructorphp.com/release-notes/v1.18.4 2026-08-02T13:47:44.419Z https://docs.instructorphp.com/release-notes/v1.19.0 2026-08-02T13:47:44.421Z https://docs.instructorphp.com/release-notes/v1.2.0 2026-08-02T13:47:44.418Z https://docs.instructorphp.com/release-notes/v1.20.0 2026-08-02T13:47:44.422Z https://docs.instructorphp.com/release-notes/v1.21.0 2026-08-02T13:47:44.421Z https://docs.instructorphp.com/release-notes/v1.22.0 2026-08-02T13:47:44.420Z https://docs.instructorphp.com/release-notes/v1.3.0 2026-08-02T13:47:44.413Z https://docs.instructorphp.com/release-notes/v1.4.0 2026-08-02T13:47:44.425Z https://docs.instructorphp.com/release-notes/v1.4.1 2026-08-02T13:47:44.412Z https://docs.instructorphp.com/release-notes/v1.4.2 2026-08-02T13:47:44.414Z https://docs.instructorphp.com/release-notes/v1.5.0 2026-08-02T13:47:44.417Z https://docs.instructorphp.com/release-notes/v1.6.0 2026-08-02T13:47:44.420Z https://docs.instructorphp.com/release-notes/v1.7.0 2026-08-02T13:47:44.426Z https://docs.instructorphp.com/release-notes/v1.8.0 2026-08-02T13:47:44.415Z https://docs.instructorphp.com/release-notes/v1.8.1 2026-08-02T13:47:44.409Z https://docs.instructorphp.com/release-notes/v1.9.0 2026-08-02T13:47:44.411Z https://docs.instructorphp.com/release-notes/v1.9.1 2026-08-02T13:47:44.412Z https://docs.instructorphp.com/release-notes/v2.0.0 2026-08-02T13:47:44.411Z https://docs.instructorphp.com/release-notes/v2.1.0 2026-08-02T13:47:44.413Z https://docs.instructorphp.com/release-notes/v2.2.0 2026-08-02T13:47:44.428Z https://docs.instructorphp.com/release-notes/v2.3.0 2026-08-02T13:47:44.416Z https://docs.instructorphp.com/release-notes/v2.3.1 2026-08-02T13:47:44.416Z https://docs.instructorphp.com/release-notes/v2.4.0 2026-08-02T13:47:44.427Z https://docs.instructorphp.com/release-notes/v2.4.1 2026-08-02T13:47:44.430Z https://docs.instructorphp.com/release-notes/v2.5.0 2026-08-02T13:47:44.429Z https://docs.instructorphp.com/release-notes/v2.5.1 2026-08-02T13:47:44.409Z https://docs.instructorphp.com/release-notes/v2.5.2 2026-08-02T13:47:44.408Z https://docs.instructorphp.com/release-notes/versions 2026-08-02T13:47:44.410Z https://docs.instructorphp.com/use-cases 2026-08-02T13:47:44.415Z https://docs.instructorphp.com/why-instructor 2026-08-02T13:47:44.434Z