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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:04:50.530223928Z
2026-06-20T04:04:52.307563881Z
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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7ca5d27bc1d494e09ee6b3f9c6aa9152
93919aba458bbdaa
8f2eadbef5bfeb60
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.310683394Z
2026-06-20T04:04:53.596680091Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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7ca5d27bc1d494e09ee6b3f9c6aa9152
d60ba3cdd47425b1
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.309772032Z
2026-06-20T04:04:53.596972032Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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7ca5d27bc1d494e09ee6b3f9c6aa9152
50402efd5ce045ff
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tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.310939423Z
2026-06-20T04:04:53.857967775Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.309842944Z
2026-06-20T04:04:53.858194176Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "extract_page", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Ag...
7ca5d27bc1d494e09ee6b3f9c6aa9152
af2902af8aeb2796
8f2eadbef5bfeb60
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.310393957Z
2026-06-20T04:04:57.936765595Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"url\": \"https://www.sharpconsumer.com/audio/xlb514gy\", \"query\": \"USB MP3 playback supported, navigation controls, display, folder/track browsi...
7ca5d27bc1d494e09ee6b3f9c6aa9152
f67190452426674c
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:04:52.309628928Z
2026-06-20T04:04:57.937086208Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "extract_page", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Ag...
7ca5d27bc1d494e09ee6b3f9c6aa9152
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:04:57.940387401Z
2026-06-20T04:05:00.650175975Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
7ca5d27bc1d494e09ee6b3f9c6aa9152
8f2eadbef5bfeb60
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T04:04:42.781578840Z
2026-06-20T04:05:00.652538764Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "AGENT", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "gen_ai.system": "openai", "session.id": "realworld-search-rwq_0359", "user.id": "halo-dataset-runner", "input.value": "Best micro hi-fi system for MP3 files, USB p...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:00.910114683Z
2026-06-20T04:05:01.943013156Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:01.945192406Z
2026-06-20T04:05:02.985616234Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"JibJab stop making presidential election videos why interview statement\", \"max_results\": 5, \"include_answer\": true, \"topic\": \"ne...
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:01.944765952Z
2026-06-20T04:05:02.985963008Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:02.988670369Z
2026-06-20T04:05:04.066622208Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:04.069157113Z
2026-06-20T04:05:04.846594562Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:04.068538880Z
2026-06-20T04:05:04.846898944Z
{ "code": "STATUS_CODE_OK", "message": "" }
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:04.069377243Z
2026-06-20T04:05:04.936295020Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:04.068690944Z
2026-06-20T04:05:04.936451840Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:04.939187924Z
2026-06-20T04:05:06.520720262Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:06.522664960Z
2026-06-20T04:05:06.523482112Z
{ "code": "STATUS_CODE_OK", "message": "" }
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tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:06.522806016Z
2026-06-20T04:05:06.523518208Z
{ "code": "STATUS_CODE_OK", "message": "" }
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:06.526028850Z
2026-06-20T04:05:07.235294984Z
{ "code": "STATUS_CODE_OK", "message": "" }
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tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:05:07.237604042Z
2026-06-20T04:05:07.270978001Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:05:07.237179136Z
2026-06-20T04:05:07.271141120Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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e27b4ec75c1a05e5
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:07.273711829Z
2026-06-20T04:05:07.886834936Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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30c8f71f91be4879
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tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T04:05:07.888605952Z
2026-06-20T04:05:07.889092096Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "scratchpad_read", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search...
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8aba655964e7ba7d
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:07.891682365Z
2026-06-20T04:05:09.866134213Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
6048b0003d233e5230749edd8157e2cf
cacf4763c55d456d
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T04:05:00.907551321Z
2026-06-20T04:05:09.868426588Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "AGENT", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "gen_ai.system": "openai", "session.id": "realworld-search-rwq_0458", "user.id": "halo-dataset-runner", "input.value": "Why did JibJab stop making presidential elec...
48bb9b147742fc4bda09780240a0abcc
655d183f99cc8bd8
463acccffb7af837
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:10.128637331Z
2026-06-20T04:05:10.965940239Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
48bb9b147742fc4bda09780240a0abcc
534b13905c046acf
463acccffb7af837
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T04:05:10.967749120Z
2026-06-20T04:05:10.968250112Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "scratchpad_write", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Searc...
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765355f5bd28793e
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:10.970416841Z
2026-06-20T04:05:11.770286724Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
48bb9b147742fc4bda09780240a0abcc
cd1fa5c1338cb311
463acccffb7af837
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:11.772924419Z
2026-06-20T04:05:12.375409697Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"GTK 2 latest release date official 2.24.33\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"general\"}", "output.value":...
48bb9b147742fc4bda09780240a0abcc
1bf5db64e2777572
463acccffb7af837
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:11.772262144Z
2026-06-20T04:05:12.375684096Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
48bb9b147742fc4bda09780240a0abcc
6f581ec32a1cf65b
463acccffb7af837
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:11.772719321Z
2026-06-20T04:05:12.438319293Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"Qt 4 latest release date official 4.8.7\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"general\"}", "output.value": "{...
48bb9b147742fc4bda09780240a0abcc
73a740cddefe2512
463acccffb7af837
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:11.772126976Z
2026-06-20T04:05:12.438468096Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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48bb9b147742fc4bda09780240a0abcc
3e47e3e123dd7d3b
463acccffb7af837
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:12.441056645Z
2026-06-20T04:05:13.739148648Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
48bb9b147742fc4bda09780240a0abcc
3defddff377bca84
463acccffb7af837
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:13.741116928Z
2026-06-20T04:05:13.742324992Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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48bb9b147742fc4bda09780240a0abcc
da87897f12ed54a2
463acccffb7af837
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:13.741264128Z
2026-06-20T04:05:13.742368000Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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48bb9b147742fc4bda09780240a0abcc
09e3c7733893c1b2
463acccffb7af837
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:05:13.742020587Z
2026-06-20T04:05:14.883232143Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"url\": \"https://download.gnome.org/sources/gtk+/2.24/\", \"query\": \"LATEST-IS-2.24.33 release date\", \"max_chars\": 6000}", "output.value": "...
48bb9b147742fc4bda09780240a0abcc
0035c537fc2123f7
463acccffb7af837
tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:05:13.741331200Z
2026-06-20T04:05:14.883493888Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "extract_page", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Ag...
48bb9b147742fc4bda09780240a0abcc
5b8af2beab8ef501
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:14.886378308Z
2026-06-20T04:05:15.682505757Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
48bb9b147742fc4bda09780240a0abcc
5a54fb085d0a35c2
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tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:05:15.684842802Z
2026-06-20T04:05:16.426793509Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"url\": \"https://download.qt.io/archive/qt/4.8/4.8.7/\", \"query\": \"release date Qt 4.8.7\", \"max_chars\": 6000}", "output.value": "{\"url\": ...
48bb9b147742fc4bda09780240a0abcc
de0ceb52f6745adf
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:05:15.684400128Z
2026-06-20T04:05:16.427067136Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "extract_page", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Ag...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:16.430004810Z
2026-06-20T04:05:17.357442994Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
48bb9b147742fc4bda09780240a0abcc
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tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T04:05:17.359329024Z
2026-06-20T04:05:17.359841024Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:17.362379495Z
2026-06-20T04:05:18.597451285Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
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traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T04:05:10.123377680Z
2026-06-20T04:05:18.599750602Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "AGENT", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "gen_ai.system": "openai", "session.id": "realworld-search-rwq_0751", "user.id": "halo-dataset-runner", "input.value": "When were the latest versions of Qt 4 and GT...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:18.857514065Z
2026-06-20T04:05:20.042813019Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
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tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T04:05:20.044711168Z
2026-06-20T04:05:20.045227008Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "scratchpad_write", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Searc...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:20.047439057Z
2026-06-20T04:05:21.085151035Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
1d53b55bb1998fca
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:21.087869234Z
2026-06-20T04:05:21.177978230Z
{ "code": "STATUS_CODE_ERROR", "message": "BadRequestError: Invalid topic. Must be 'general', 'news', or 'finance'" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"pregnancy brain changes neuroscience review 2024 maternal brain structural changes functional connectivity\", \"max_results\": 5, \"incl...
293509a036879b57bffca30b47064cb3
86084a845185109e
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:21.087200000Z
2026-06-20T04:05:21.178245120Z
{ "code": "STATUS_CODE_ERROR", "message": "Error running tool (non-fatal)" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
4d9ae3bfc3457f89
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:21.087661921Z
2026-06-20T04:05:21.190297368Z
{ "code": "STATUS_CODE_ERROR", "message": "BadRequestError: Invalid topic. Must be 'general', 'news', or 'finance'" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"latest neuroscience findings pregnancy brain review 2024 site:sciencedaily.com OR site:nature.com OR site:nih.gov\", \"max_results\": 5,...
293509a036879b57bffca30b47064cb3
1dc20060dbb10275
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:21.087055872Z
2026-06-20T04:05:21.190454016Z
{ "code": "STATUS_CODE_ERROR", "message": "Error running tool (non-fatal)" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
a19cd867d921e6aa
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:21.192874954Z
2026-06-20T04:05:22.458674834Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
cff04d098307f798
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:22.461208608Z
2026-06-20T04:05:22.822388555Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"latest neuroscience findings pregnancy brain review 2024 Nature NIH\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"news\...
293509a036879b57bffca30b47064cb3
bb75aefacb7ac878
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:22.460604928Z
2026-06-20T04:05:22.822670848Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
3c06478cac40cc00
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:22.461418647Z
2026-06-20T04:05:22.835516373Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"pregnancy brain changes neuroscience review 2024 maternal brain structural functional connectivity\", \"max_results\": 5, \"include_answ...
293509a036879b57bffca30b47064cb3
aef9a29e9fce8002
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:22.460755968Z
2026-06-20T04:05:22.835671808Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
bcb6e34a3a0e8aab
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:22.838359234Z
2026-06-20T04:05:24.042155887Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
356f707e7f2bbb63
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:24.044662458Z
2026-06-20T04:05:24.464096602Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"maternal brain pregnancy longitudinal MRI review 2024 site:nih.gov OR site:pubmed.ncbi.nlm.nih.gov OR site:nature.com\", \"max_results\"...
293509a036879b57bffca30b47064cb3
ad6de7699ca97ebe
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:24.044097024Z
2026-06-20T04:05:24.464358144Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
ee7f6e69b243c331
0d36631854087e7b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T04:05:24.044872376Z
2026-06-20T04:05:26.077019506Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"query\": \"pregnancy brain neuroimaging review hippocampus amygdala 2024 site:sciencedirect.com OR site:pubmed.ncbi.nlm.nih.gov\", \"max_results\":...
293509a036879b57bffca30b47064cb3
2af7523461416867
0d36631854087e7b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T04:05:24.044230912Z
2026-06-20T04:05:26.077349888Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "web_search", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agen...
293509a036879b57bffca30b47064cb3
abdce40154029276
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:26.080456263Z
2026-06-20T04:05:27.764599500Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
02f0d4d69bb70c13
0d36631854087e7b
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:27.766679040Z
2026-06-20T04:05:27.767708160Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "assess_source", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search A...
293509a036879b57bffca30b47064cb3
b8f6a7986b754924
0d36631854087e7b
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:27.766823936Z
2026-06-20T04:05:27.767746816Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "assess_source", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search A...
293509a036879b57bffca30b47064cb3
9cdcc2b6f02b8dea
0d36631854087e7b
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T04:05:27.766887936Z
2026-06-20T04:05:27.767764992Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "assess_source", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search A...
293509a036879b57bffca30b47064cb3
2c98f6b6cbbd5d14
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:27.770499368Z
2026-06-20T04:05:28.702812010Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
7e15f41239304a5a
0d36631854087e7b
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T04:05:28.705118160Z
2026-06-20T04:05:29.004664112Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
{ "openinference.span.kind": "RETRIEVER", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "input.value": "{\"url\": \"https://www.sciencedirect.com/science/article/pii/S0006322324014902\", \"query\": \"Find the abstract and key statements about pregnancy-r...
293509a036879b57bffca30b47064cb3
1ae53ce1b15f9213
0d36631854087e7b
tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T04:05:28.704696832Z
2026-06-20T04:05:29.004916992Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "extract_page", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Ag...
293509a036879b57bffca30b47064cb3
cd18fe0809159acc
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:29.008078715Z
2026-06-20T04:05:30.340688684Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
{ "openinference.span.kind": "LLM", "agent.id": "traceable-search-agent", "agent.name": "Traceable Search Agent", "agent.role": "search", "llm.system": "openai", "llm.provider": "openai", "input.value": "{\"model\": \"gpt-5.4-mini\", \"messages\": [{\"content\": \"You are TraceableSearchAgent, a compact w...
293509a036879b57bffca30b47064cb3
1c03dc81f6635938
0d36631854087e7b
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T04:05:30.342648064Z
2026-06-20T04:05:30.343139840Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
{ "openinference.span.kind": "TOOL", "tool.name": "scratchpad_read", "input.value": "", "input.mime_type": "application/json", "tool.args_hash": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855", "tool.args_bytes": 0, "agent.id": "traceable-search-agent", "agent.name": "Traceable Search...
293509a036879b57bffca30b47064cb3
54061ed34ff81939
0d36631854087e7b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T04:05:30.345969551Z
2026-06-20T04:05:32.937828647Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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293509a036879b57bffca30b47064cb3
0d36631854087e7b
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T04:05:18.854789427Z
2026-06-20T04:05:32.940189947Z
{ "code": "STATUS_CODE_OK", "message": "" }
{ "attributes": { "telemetry.sdk.language": "python", "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.version": "1.42.1", "service.name": "halo-search-agent-example", "service.version": "0.1.7" } }
{ "name": "catalyst_tracing", "version": "0.1.7" }
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