.gitignore
LICENSE
README.md
pyproject.toml
requirements.txt
.github/PULL_REQUEST_TEMPLATE.md
.github/ISSUE_TEMPLATE/bug_report.md
.github/ISSUE_TEMPLATE/feature_request.md
docs/dataset_management.md
docs/prompt_management.md
docs/trace_management.md
docs/img/autheticate.gif
docs/img/create_project.gif
docs/img/custom_metrics.png
docs/img/dataset.gif
docs/img/dataset.png
docs/img/evaluation.gif
docs/img/evaluation.png
docs/img/guardrails.png
docs/img/last_main.png
docs/img/main.png
docs/img/projects_new.png
docs/img/trace_comp.png
examples/FinancialAnalysisSystem.ipynb
examples/TravelPlanner.ipynb
examples/agentic_rag.py
examples/custom_tracer_example.py
examples/customer_support.py
examples/finance.py
examples/langgraph_multi_tools.py
examples/planning_agent.py
examples/prompt_management_litellm.ipynb
examples/prompt_management_openai.ipynb
examples/sync_sample_call.py
examples/langgraph_examples/agentic_rag.py
examples/langgraph_examples/customer_support.py
examples/langgraph_examples/multi_tool.py
examples/langgraph_examples/planning_agent.py
examples/llamaindex_examples/function_calling_agent.ipynb
examples/llamaindex_examples/joke_gen_critique.py
examples/llamaindex_examples/joke_gen_critique_anthropic.py
examples/llamaindex_examples/joke_gen_critique_async.py
examples/llamaindex_examples/joke_gen_critique_azureopenai.py
examples/llamaindex_examples/joke_gen_critique_gemini.py
examples/llamaindex_examples/joke_gen_critique_litellm.py
examples/llamaindex_examples/joke_gen_critque_vertex.py
examples/llamaindex_examples/react_agent.ipynb
examples/llamaindex_examples/tool_call_agent.py
examples/travel_agent/agents.py
examples/travel_agent/config.py
examples/travel_agent/main.py
examples/travel_agent/tools.py
ragaai_catalyst/__init__.py
ragaai_catalyst/_version.py
ragaai_catalyst/dataset.py
ragaai_catalyst/evaluation.py
ragaai_catalyst/experiment.py
ragaai_catalyst/guard_executor.py
ragaai_catalyst/guardrails_manager.py
ragaai_catalyst/internal_api_completion.py
ragaai_catalyst/prompt_manager.py
ragaai_catalyst/proxy_call.py
ragaai_catalyst/ragaai_catalyst.py
ragaai_catalyst/redteaming.py
ragaai_catalyst/synthetic_data_generation.py
ragaai_catalyst/utils.py
ragaai_catalyst.egg-info/PKG-INFO
ragaai_catalyst.egg-info/SOURCES.txt
ragaai_catalyst.egg-info/dependency_links.txt
ragaai_catalyst.egg-info/requires.txt
ragaai_catalyst.egg-info/top_level.txt
ragaai_catalyst/tracers/__init__.py
ragaai_catalyst/tracers/distributed.py
ragaai_catalyst/tracers/langchain_callback.py
ragaai_catalyst/tracers/llamaindex_callback.py
ragaai_catalyst/tracers/llamaindex_instrumentation.py
ragaai_catalyst/tracers/tracer.py
ragaai_catalyst/tracers/upload_traces.py
ragaai_catalyst/tracers/agentic_tracing/README.md
ragaai_catalyst/tracers/agentic_tracing/__init__.py
ragaai_catalyst/tracers/agentic_tracing/data/__init__.py
ragaai_catalyst/tracers/agentic_tracing/data/data_structure.py
ragaai_catalyst/tracers/agentic_tracing/tests/FinancialAnalysisSystem.ipynb
ragaai_catalyst/tracers/agentic_tracing/tests/GameActivityEventPlanner.ipynb
ragaai_catalyst/tracers/agentic_tracing/tests/TravelPlanner.ipynb
ragaai_catalyst/tracers/agentic_tracing/tests/__init__.py
ragaai_catalyst/tracers/agentic_tracing/tests/ai_travel_agent.py
ragaai_catalyst/tracers/agentic_tracing/tests/unique_decorator_test.py
ragaai_catalyst/tracers/agentic_tracing/tracers/__init__.py
ragaai_catalyst/tracers/agentic_tracing/tracers/agent_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/base.py
ragaai_catalyst/tracers/agentic_tracing/tracers/custom_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/langgraph_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/llm_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/main_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/network_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/tool_tracer.py
ragaai_catalyst/tracers/agentic_tracing/tracers/user_interaction_tracer.py
ragaai_catalyst/tracers/agentic_tracing/upload/__init__.py
ragaai_catalyst/tracers/agentic_tracing/upload/upload_agentic_traces.py
ragaai_catalyst/tracers/agentic_tracing/upload/upload_code.py
ragaai_catalyst/tracers/agentic_tracing/upload/upload_local_metric.py
ragaai_catalyst/tracers/agentic_tracing/upload/upload_trace_metric.py
ragaai_catalyst/tracers/agentic_tracing/utils/__init__.py
ragaai_catalyst/tracers/agentic_tracing/utils/api_utils.py
ragaai_catalyst/tracers/agentic_tracing/utils/create_dataset_schema.py
ragaai_catalyst/tracers/agentic_tracing/utils/file_name_tracker.py
ragaai_catalyst/tracers/agentic_tracing/utils/generic.py
ragaai_catalyst/tracers/agentic_tracing/utils/get_user_trace_metrics.py
ragaai_catalyst/tracers/agentic_tracing/utils/llm_utils.py
ragaai_catalyst/tracers/agentic_tracing/utils/model_costs.json
ragaai_catalyst/tracers/agentic_tracing/utils/span_attributes.py
ragaai_catalyst/tracers/agentic_tracing/utils/supported_llm_provider.toml
ragaai_catalyst/tracers/agentic_tracing/utils/system_monitor.py
ragaai_catalyst/tracers/agentic_tracing/utils/trace_utils.py
ragaai_catalyst/tracers/agentic_tracing/utils/unique_decorator.py
ragaai_catalyst/tracers/agentic_tracing/utils/zip_list_of_unique_files.py
ragaai_catalyst/tracers/exporters/__init__.py
ragaai_catalyst/tracers/exporters/file_span_exporter.py
ragaai_catalyst/tracers/exporters/raga_exporter.py
ragaai_catalyst/tracers/instrumentators/__init__.py
ragaai_catalyst/tracers/instrumentators/langchain.py
ragaai_catalyst/tracers/instrumentators/llamaindex.py
ragaai_catalyst/tracers/instrumentators/openai.py
ragaai_catalyst/tracers/utils/__init__.py
ragaai_catalyst/tracers/utils/convert_langchain_callbacks_output.py
ragaai_catalyst/tracers/utils/convert_llama_instru_callback.py
ragaai_catalyst/tracers/utils/extraction_logic_llama_index.py
ragaai_catalyst/tracers/utils/langchain_tracer_extraction_logic.py
ragaai_catalyst/tracers/utils/utils.py
test/test_catalyst/test_base_tracer_add_metrics.py
test/test_catalyst/test_base_tracer_metrics.py
test/test_catalyst/test_configuration.py
test/test_catalyst/test_dataset.py
test/test_catalyst/test_evaluation.py
test/test_catalyst/test_evaluation_metrics.py
test/test_catalyst/test_langchain_tracing.py
test/test_catalyst/test_llm_providers.py
test/test_catalyst/test_prompt_manager.py
test/test_catalyst/test_redteaming.py
test/test_catalyst/test_synthetic_data_generation.py
test/test_catalyst/upload_trace_zip_automation.py
test/test_catalyst/autonomous_research_agent/.env.example
test/test_catalyst/autonomous_research_agent/research_script.py
test/test_catalyst/autonomous_research_agent/agents/base_agent.py
test/test_catalyst/autonomous_research_agent/agents/coordinator.py
test/test_catalyst/autonomous_research_agent/agents/discovery.py
test/test_catalyst/autonomous_research_agent/agents/synthesis.py
test/test_catalyst/autonomous_research_agent/utils/llm.py