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NOTEBOOKS.md

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# Notebooks

We want to remove more notebooks to reduce maintenance. Start with those not referenced in the docs, then review the remaining notebooks for outdated or duplicate examples.

## Not referenced in docs

- [js/examples/notebooks/deno_datasets_and_experiments_quickstart.ipynb](js/examples/notebooks/deno_datasets_and_experiments_quickstart.ipynb)
- [js/examples/notebooks/langchain/tracing_langchain_node_tutorial.ipynb](js/examples/notebooks/langchain/tracing_langchain_node_tutorial.ipynb)
- [js/examples/notebooks/phoenix_prompts_cross_sdk_tutorial.ipynb](js/examples/notebooks/phoenix_prompts_cross_sdk_tutorial.ipynb)
- [js/examples/notebooks/phoenix_prompts_openai_tutorial.ipynb](js/examples/notebooks/phoenix_prompts_openai_tutorial.ipynb)
- [js/examples/notebooks/phoenix_prompts_vercel_ai_sdk.ipynb](js/examples/notebooks/phoenix_prompts_vercel_ai_sdk.ipynb)
- [js/examples/notebooks/tracing_openai_node_tutorial.ipynb](js/examples/notebooks/tracing_openai_node_tutorial.ipynb)
- [scripts/benchmarks/hallucination_eval_benchmark.ipynb](scripts/benchmarks/hallucination_eval_benchmark.ipynb)
- [scripts/data/wrangle_halueval.ipynb](scripts/data/wrangle_halueval.ipynb)
- [scripts/data/wrangle_ms_marco.ipynb](scripts/data/wrangle_ms_marco.ipynb)
- [scripts/data/wrangle_wiki_qa.ipynb](scripts/data/wrangle_wiki_qa.ipynb)
- [scripts/data/wrangle_wiki_toxic.ipynb](scripts/data/wrangle_wiki_toxic.ipynb)
- [scripts/fixtures/ChatRAG-Bench.ipynb](scripts/fixtures/ChatRAG-Bench.ipynb)
- [scripts/fixtures/multi-turn_chat_sessions.ipynb](scripts/fixtures/multi-turn_chat_sessions.ipynb)
- [scripts/fixtures/vision.ipynb](scripts/fixtures/vision.ipynb)
- [scripts/testing/experiment_runs_filters.ipynb](scripts/testing/experiment_runs_filters.ipynb)
- [tutorials/evals/evals_quickstart.ipynb](tutorials/evals/evals_quickstart.ipynb)

## Referenced in docs

- [js/examples/notebooks/tracing_openai_sessions_tutorial.ipynb](js/examples/notebooks/tracing_openai_sessions_tutorial.ipynb)
- [tutorials/agents/autogen/autogen_agents_evaluator_optimizer.ipynb](tutorials/agents/autogen/autogen_agents_evaluator_optimizer.ipynb)
- [tutorials/agents/autogen/autogen_agents_parallelization.ipynb](tutorials/agents/autogen/autogen_agents_parallelization.ipynb)
- [tutorials/agents/autogen/autogen_agents_prompt_chaining.ipynb](tutorials/agents/autogen/autogen_agents_prompt_chaining.ipynb)
- [tutorials/agents/crewai/crewai_ parallelization_tutorial.ipynb](tutorials/agents/crewai/crewai_%20parallelization_tutorial.ipynb)
- [tutorials/agents/crewai/crewai_orchestrator_workers_tutorial.ipynb](tutorials/agents/crewai/crewai_orchestrator_workers_tutorial.ipynb)
- [tutorials/agents/crewai/crewai_prompt_chaining_tutorial.ipynb](tutorials/agents/crewai/crewai_prompt_chaining_tutorial.ipynb)
- [tutorials/agents/crewai/crewai_routing_tutorial.ipynb](tutorials/agents/crewai/crewai_routing_tutorial.ipynb)
- [tutorials/agents/google-adk/google_adk_financial_advisor.ipynb](tutorials/agents/google-adk/google_adk_financial_advisor.ipynb)
- [tutorials/agents/google-genai/evaluator-optimizer-agent.ipynb](tutorials/agents/google-genai/evaluator-optimizer-agent.ipynb)
- [tutorials/agents/google-genai/orchestration-agent.ipynb](tutorials/agents/google-genai/orchestration-agent.ipynb)
- [tutorials/agents/google-genai/parallelization-agent.ipynb](tutorials/agents/google-genai/parallelization-agent.ipynb)
- [tutorials/agents/google-genai/routing-agent.ipynb](tutorials/agents/google-genai/routing-agent.ipynb)
- [tutorials/agents/google-genai/sequential-agent.ipynb](tutorials/agents/google-genai/sequential-agent.ipynb)
- [tutorials/agents/langgraph/langgraph_evaluator.ipynb](tutorials/agents/langgraph/langgraph_evaluator.ipynb)
- [tutorials/agents/langgraph/langgraph_orchestrator.ipynb](tutorials/agents/langgraph/langgraph_orchestrator.ipynb)
- [tutorials/agents/langgraph/langgraph_parallel.ipynb](tutorials/agents/langgraph/langgraph_parallel.ipynb)
- [tutorials/agents/langgraph/langgraph_promptchaining.ipynb](tutorials/agents/langgraph/langgraph_promptchaining.ipynb)
- [tutorials/agents/langgraph/langgraph_router.ipynb](tutorials/agents/langgraph/langgraph_router.ipynb)
- [tutorials/agents/openai/openai_agents_basic.ipynb](tutorials/agents/openai/openai_agents_basic.ipynb)
- [tutorials/agents/openai/openai_agents_evaluator_optimizer.ipynb](tutorials/agents/openai/openai_agents_evaluator_optimizer.ipynb)
- [tutorials/agents/openai/openai_agents_orchestrator.ipynb](tutorials/agents/openai/openai_agents_orchestrator.ipynb)
- [tutorials/agents/openai/openai_agents_parallelization.ipynb](tutorials/agents/openai/openai_agents_parallelization.ipynb)
- [tutorials/agents/openai/openai_agents_prompt_chaining.ipynb](tutorials/agents/openai/openai_agents_prompt_chaining.ipynb)
- [tutorials/agents/openai/openai_agents_routing.ipynb](tutorials/agents/openai/openai_agents_routing.ipynb)
- [tutorials/agents/smolagents/smolagents_orchestrator.ipynb](tutorials/agents/smolagents/smolagents_orchestrator.ipynb)
- [tutorials/agents/smolagents/smolagents_prompt_chaining.ipynb](tutorials/agents/smolagents/smolagents_prompt_chaining.ipynb)
- [tutorials/annotations/custom-annotations-tool-for-eval-driven-development.ipynb](tutorials/annotations/custom-annotations-tool-for-eval-driven-development.ipynb)
- [tutorials/evals/bedrock_tracing_and_evals_tutorial.ipynb](tutorials/evals/bedrock_tracing_and_evals_tutorial.ipynb)
- [tutorials/evals/creating_a_custom_llm_evaluator.ipynb](tutorials/evals/creating_a_custom_llm_evaluator.ipynb)
- [tutorials/evals/evaluate_agent.ipynb](tutorials/evals/evaluate_agent.ipynb)
- [tutorials/evals/evaluate_code_readability_classifications.ipynb](tutorials/evals/evaluate_code_readability_classifications.ipynb)
- [tutorials/evals/openai_agents_cookbook.ipynb](tutorials/evals/openai_agents_cookbook.ipynb)
- [tutorials/evals/optimizing_llm_as_a_judge_prompts.ipynb](tutorials/evals/optimizing_llm_as_a_judge_prompts.ipynb)
- [tutorials/evals/session_level_evals.ipynb](tutorials/evals/session_level_evals.ipynb)
- [tutorials/evals/trace_level_evals.ipynb](tutorials/evals/trace_level_evals.ipynb)
- [tutorials/experiments/agents-cookbook.ipynb](tutorials/experiments/agents-cookbook.ipynb)
- [tutorials/experiments/building_your_own_eval_harness.ipynb](tutorials/experiments/building_your_own_eval_harness.ipynb)
- [tutorials/experiments/datasets_and_experiments_quickstart.ipynb](tutorials/experiments/datasets_and_experiments_quickstart.ipynb)
- [tutorials/experiments/generating_synthetic_datasets.ipynb](tutorials/experiments/generating_synthetic_datasets.ipynb)
- [tutorials/experiments/python_experiments_quickstart.ipynb](tutorials/experiments/python_experiments_quickstart.ipynb)
- [tutorials/experiments/run_experiments_with_llama_index.ipynb](tutorials/experiments/run_experiments_with_llama_index.ipynb)
- [tutorials/experiments/running_experiments_with_repetitions.ipynb](tutorials/experiments/running_experiments_with_repetitions.ipynb)
- [tutorials/experiments/summarization.ipynb](tutorials/experiments/summarization.ipynb)
- [tutorials/experiments/txt2sql.ipynb](tutorials/experiments/txt2sql.ipynb)
- [tutorials/guardrails/designing_realtime_guardrails.ipynb](tutorials/guardrails/designing_realtime_guardrails.ipynb)
- [tutorials/guardrails/jailbreak_and_prompt_injection_defense.ipynb](tutorials/guardrails/jailbreak_and_prompt_injection_defense.ipynb)
- [tutorials/integrations/amazon_bedrock_agents_tracing_and_evals.ipynb](tutorials/integrations/amazon_bedrock_agents_tracing_and_evals.ipynb)
- [tutorials/integrations/evaluating_traces_cleanlabTLM.ipynb](tutorials/integrations/evaluating_traces_cleanlabTLM.ipynb)
- [tutorials/llm_ops_overview.ipynb](tutorials/llm_ops_overview.ipynb)
- [tutorials/prompts/chain_of_thought_prompting.ipynb](tutorials/prompts/chain_of_thought_prompting.ipynb)
- [tutorials/prompts/few_shot_prompting.ipynb](tutorials/prompts/few_shot_prompting.ipynb)
- [tutorials/prompts/phoenix_prompt_tutorial.ipynb](tutorials/prompts/phoenix_prompt_tutorial.ipynb)
- [tutorials/prompts/prompt-optimization.ipynb](tutorials/prompts/prompt-optimization.ipynb)
- [tutorials/prompts/react_prompting.ipynb](tutorials/prompts/react_prompting.ipynb)
- [tutorials/quickstarts/agno_agent_for_evals.ipynb](tutorials/quickstarts/agno_agent_for_evals.ipynb)
- [tutorials/quickstarts/python_quickstart.ipynb](tutorials/quickstarts/python_quickstart.ipynb)
- [tutorials/tracing/agentic_rag_tracing.ipynb](tutorials/tracing/agentic_rag_tracing.ipynb)
- [tutorials/tracing/anthropic_tracing_tutorial.ipynb](tutorials/tracing/anthropic_tracing_tutorial.ipynb)
- [tutorials/tracing/autogen_tutorial.ipynb](tutorials/tracing/autogen_tutorial.ipynb)
- [tutorials/tracing/crewai_tracing_tutorial.ipynb](tutorials/tracing/crewai_tracing_tutorial.ipynb)
- [tutorials/tracing/dspy_tracing_tutorial.ipynb](tutorials/tracing/dspy_tracing_tutorial.ipynb)
- [tutorials/tracing/google_agent_engine_tracing_tutorial.ipynb](tutorials/tracing/google_agent_engine_tracing_tutorial.ipynb)
- [tutorials/tracing/groq_tracing_tutorial.ipynb](tutorials/tracing/groq_tracing_tutorial.ipynb)
- [tutorials/tracing/langchain_agent_tracing_tutorial.ipynb](tutorials/tracing/langchain_agent_tracing_tutorial.ipynb)
- [tutorials/tracing/langchain_tracing_tutorial.ipynb](tutorials/tracing/langchain_tracing_tutorial.ipynb)
- [tutorials/tracing/langgraph_agent_tracing_tutorial.ipynb](tutorials/tracing/langgraph_agent_tracing_tutorial.ipynb)
- [tutorials/tracing/llama_index_openai_agent_tracing_tutorial.ipynb](tutorials/tracing/llama_index_openai_agent_tracing_tutorial.ipynb)
- [tutorials/tracing/llama_index_sql_retriever_tutorial.ipynb](tutorials/tracing/llama_index_sql_retriever_tutorial.ipynb)
- [tutorials/tracing/llama_index_tracing_tutorial.ipynb](tutorials/tracing/llama_index_tracing_tutorial.ipynb)
- [tutorials/tracing/multilingual_text2cypher_evals.ipynb](tutorials/tracing/multilingual_text2cypher_evals.ipynb)
- [tutorials/tracing/openai_sessions_tutorial.ipynb](tutorials/tracing/openai_sessions_tutorial.ipynb)
- [tutorials/tracing/openai_tracing_tutorial.ipynb](tutorials/tracing/openai_tracing_tutorial.ipynb)
- [tutorials/tracing/openinference_best_practices_tutorial.ipynb](tutorials/tracing/openinference_best_practices_tutorial.ipynb)
- [tutorials/tracing/project_sessions_llama_index_query_engine.ipynb](tutorials/tracing/project_sessions_llama_index_query_engine.ipynb)
- [tutorials/tracing/python_tracing_quickstart.ipynb](tutorials/tracing/python_tracing_quickstart.ipynb)
- [tutorials/tracing/smolagents_tracing_tutorial.ipynb](tutorials/tracing/smolagents_tracing_tutorial.ipynb)