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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_definition</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_from_markdown</loc>
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  <url>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D03_AgentTemplates/template_with_tools_and_capabilities</loc>
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    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_conflict_handling</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_create_and_persist</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_fork_action</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_execute_action</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_hooks</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_runtime_read_apis</loc>
    <lastmod>2026-09-13T07:35:34.851Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D04_AgentSessions/session_send_message_action</loc>
    <lastmod>2026-09-13T07:35:34.852Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_eventlog_readback</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_langfuse</loc>
    <lastmod>2026-09-13T07:35:34.832Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_subagent_telemetry_logfire</loc>
    <lastmod>2026-09-13T07:35:34.831Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_langfuse</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D05_AgentTroubleshooting/agent_telemetry_logfire</loc>
    <lastmod>2026-09-13T07:35:34.852Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_assertions</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_cases</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_discovery_and_cli</loc>
    <lastmod>2026-09-13T07:35:34.841Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judge</loc>
    <lastmod>2026-09-13T07:35:34.840Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent</loc>
    <lastmod>2026-09-13T07:35:34.836Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_judging_agent_live</loc>
    <lastmod>2026-09-13T07:35:34.828Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_overview</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_repeated_judging</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_reporters</loc>
    <lastmod>2026-09-13T07:35:34.825Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_targets</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_test_suites</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/agent_eval_trace_policies</loc>
    <lastmod>2026-09-13T07:35:34.833Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D06_AgentEvals/running_agent_evals</loc>
    <lastmod>2026-09-13T07:35:34.833Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_basic</loc>
    <lastmod>2026-09-13T07:35:34.830Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_eventlog_readback</loc>
    <lastmod>2026-09-13T07:35:34.827Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_events</loc>
    <lastmod>2026-09-13T07:35:34.831Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_streaming</loc>
    <lastmod>2026-09-13T07:35:34.825Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_switching</loc>
    <lastmod>2026-09-13T07:35:34.826Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_langfuse</loc>
    <lastmod>2026-09-13T07:35:34.826Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/agent_ctrl_telemetry_logfire</loc>
    <lastmod>2026-09-13T07:35:34.828Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_basic</loc>
    <lastmod>2026-09-13T07:35:34.827Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/claude_code_search</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_basic</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/codex_streaming</loc>
    <lastmod>2026-09-13T07:35:34.846Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_basic</loc>
    <lastmod>2026-09-13T07:35:34.821Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/gemini_streaming</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_basic</loc>
    <lastmod>2026-09-13T07:35:34.824Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/opencode_streaming</loc>
    <lastmod>2026-09-13T07:35:34.824Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_basic</loc>
    <lastmod>2026-09-13T07:35:34.829Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D10_AgentCtrl/pi_streaming</loc>
    <lastmod>2026-09-13T07:35:34.846Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_agent_capabilities</loc>
    <lastmod>2026-09-13T07:35:34.823Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_configuration</loc>
    <lastmod>2026-09-13T07:35:34.771Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_branch_workflow</loc>
    <lastmod>2026-09-13T07:35:34.770Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_context_lifecycle</loc>
    <lastmod>2026-09-13T07:35:34.761Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_controlled_run</loc>
    <lastmod>2026-09-13T07:35:34.748Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_deterministic_testing</loc>
    <lastmod>2026-09-13T07:35:34.743Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_durable_conversation</loc>
    <lastmod>2026-09-13T07:35:34.752Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_external_protocol</loc>
    <lastmod>2026-09-13T07:35:34.769Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_modular_host</loc>
    <lastmod>2026-09-13T07:35:34.749Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_observable_run</loc>
    <lastmod>2026-09-13T07:35:34.765Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_persistent_shell_jobs</loc>
    <lastmod>2026-09-13T07:35:34.750Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_reasoning_configuration</loc>
    <lastmod>2026-09-13T07:35:34.749Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_stateless_run</loc>
    <lastmod>2026-09-13T07:35:34.742Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D11_TellHarness/tell_harness_transient_experiment</loc>
    <lastmod>2026-09-13T07:35:34.748Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_host_ls</loc>
    <lastmod>2026-09-13T07:35:34.743Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_run_php_script</loc>
    <lastmod>2026-09-13T07:35:34.767Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_streaming_output</loc>
    <lastmod>2026-09-13T07:35:34.745Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D20_Sandbox/sandbox_timeout_guard</loc>
    <lastmod>2026-09-13T07:35:34.768Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_bubblewrap_echo</loc>
    <lastmod>2026-09-13T07:35:34.751Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_docker_echo</loc>
    <lastmod>2026-09-13T07:35:34.754Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_firejail_echo</loc>
    <lastmod>2026-09-13T07:35:34.766Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_host_echo</loc>
    <lastmod>2026-09-13T07:35:34.753Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/D21_SandboxAPIs/sandbox_api_podman_echo</loc>
    <lastmod>2026-09-13T07:35:34.740Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/assign_role</loc>
    <lastmod>2026-09-13T07:35:34.768Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/auto_refine</loc>
    <lastmod>2026-09-13T07:35:34.752Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/clarify_ambiguity</loc>
    <lastmod>2026-09-13T07:35:34.769Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/define_style</loc>
    <lastmod>2026-09-13T07:35:34.746Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/emotional_stimuli</loc>
    <lastmod>2026-09-13T07:35:34.753Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/follow_up_questions</loc>
    <lastmod>2026-09-13T07:35:34.751Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/repeat_query</loc>
    <lastmod>2026-09-13T07:35:34.744Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z01_ZeroShot/simulate_perspective</loc>
    <lastmod>2026-09-13T07:35:34.767Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/consistency_based_examples</loc>
    <lastmod>2026-09-13T07:35:34.750Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/example_ordering</loc>
    <lastmod>2026-09-13T07:35:34.744Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/in_context_examples</loc>
    <lastmod>2026-09-13T07:35:34.737Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z02_FewShot/select_effective_samples</loc>
    <lastmod>2026-09-13T07:35:34.747Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/analogical_prompting</loc>
    <lastmod>2026-09-13T07:35:34.738Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/automate_selection</loc>
    <lastmod>2026-09-13T07:35:34.735Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/complex_examples</loc>
    <lastmod>2026-09-13T07:35:34.766Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/examine_context</loc>
    <lastmod>2026-09-13T07:35:34.738Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/higher_level_context</loc>
    <lastmod>2026-09-13T07:35:34.742Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/incorrect_examples</loc>
    <lastmod>2026-09-13T07:35:34.745Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/majority_voting</loc>
    <lastmod>2026-09-13T07:35:34.734Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/prompt_variations</loc>
    <lastmod>2026-09-13T07:35:34.741Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/structure_reasoning</loc>
    <lastmod>2026-09-13T07:35:34.741Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z03_ThoughtGen/uncertain_examples</loc>
    <lastmod>2026-09-13T07:35:34.739Z</lastmod>
  </url>

  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_reasoning_chains</loc>
    <lastmod>2026-09-13T07:35:34.739Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_responses</loc>
    <lastmod>2026-09-13T07:35:34.760Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/combine_specialized_llms</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/consistent_examples</loc>
    <lastmod>2026-09-13T07:35:34.732Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/distinct_examples</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/ensemble_test_prompts</loc>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/multiple_candidates</loc>
    <lastmod>2026-09-13T07:35:33.427Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/task_specific_evals</loc>
    <lastmod>2026-09-13T07:35:33.420Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/translation_paraphrasing</loc>
    <lastmod>2026-09-13T07:35:33.424Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z04_Ensembling/verify_majority_voting</loc>
    <lastmod>2026-09-13T07:35:33.426Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/break_down_reasoning</loc>
    <lastmod>2026-09-13T07:35:33.438Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/determine_uncertainty</loc>
    <lastmod>2026-09-13T07:35:33.427Z</lastmod>
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  <url>
    <loc>https://docs.instructorphp.com/cookbook/examples/Z05_SelfCriticism/improve_with_feedback</loc>
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