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tool.scratchpad_read
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tool.scratchpad_write
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:32.843422115Z
2026-06-20T01:46:34.599526596Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:46:27.345710597Z
2026-06-20T01:46:34.601592144Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing", "version": "0.1.7" }
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121e7272e757f1f2
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:34.861834327Z
2026-06-20T01:46:35.746982838Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
f835b2b8198f370e
0faab4e8d48b3550
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:46:35.748657920Z
2026-06-20T01:46:35.749153024Z
{ "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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4864cd4658bd6d4b644a749c0084e142
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:35.751378843Z
2026-06-20T01:46:36.465948329Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
e30829fb7a7c0a37
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:36.468023292Z
2026-06-20T01:46:38.033849435Z
{ "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\": \"systematic review sedentary people motivators to exercise health enjoyment social support weight loss self-efficacy\", \"max_results\": ...
4864cd4658bd6d4b644a749c0084e142
3c120a8d7cd2ad45
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:36.467595008Z
2026-06-20T01:46:38.034141952Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "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...
4864cd4658bd6d4b644a749c0084e142
afa92eba3ecc85b4
0faab4e8d48b3550
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:38.036734638Z
2026-06-20T01:46:39.012754311Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
9efb208faf16d333
0faab4e8d48b3550
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:46:39.015051008Z
2026-06-20T01:46:39.015896064Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "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...
4864cd4658bd6d4b644a749c0084e142
17bd4cd66296988e
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tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:46:39.015223040Z
2026-06-20T01:46:39.015949056Z
{ "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...
4864cd4658bd6d4b644a749c0084e142
f2265637e32078bc
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:39.018804102Z
2026-06-20T01:46:39.789819660Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
4cc8f97257e673bc
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tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T01:46:39.792067356Z
2026-06-20T01:46:40.673301900Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "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://pmc.ncbi.nlm.nih.gov/articles/PMC10687134\", \"query\": \"Find passages about enjoyment, self-efficacy, social support, and any me...
4864cd4658bd6d4b644a749c0084e142
7a7bb4e5c9a1c570
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tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T01:46:39.791657984Z
2026-06-20T01:46:40.673569792Z
{ "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
2026-06-20T01:46:40.676349073Z
2026-06-20T01:46:41.340984146Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
3245839fad2cbb5e
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tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:46:41.342701056Z
2026-06-20T01:46:41.343166976Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:41.345666898Z
2026-06-20T01:46:43.659821897Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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4864cd4658bd6d4b644a749c0084e142
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traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:46:34.858833673Z
2026-06-20T01:46:43.661891880Z
{ "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_0008", "user.id": "halo-dataset-runner", "input.value": "What motivates sedentary people to exercise?...
99e2acc265b8fc42f10eb82209cf66cf
eaa1265e2ef5a362
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:43.919499358Z
2026-06-20T01:46:44.631999200Z
{ "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...
99e2acc265b8fc42f10eb82209cf66cf
2dab1d98636b69a8
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tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:46:44.633811968Z
2026-06-20T01:46:44.634273024Z
{ "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...
99e2acc265b8fc42f10eb82209cf66cf
3d8099a72d4cabd6
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:44.636438032Z
2026-06-20T01:46:45.381656318Z
{ "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...
99e2acc265b8fc42f10eb82209cf66cf
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:45.383735337Z
2026-06-20T01:46:46.783752507Z
{ "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\": \"Trump planning to fire government scientists how many report\", \"max_results\": 5, \"include_answer\": true, \"topic\": \"news\"}", "...
99e2acc265b8fc42f10eb82209cf66cf
446ed434b5890227
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:45.383304960Z
2026-06-20T01:46:46.784040960Z
{ "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...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:46.786612374Z
2026-06-20T01:46:47.380860409Z
{ "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...
99e2acc265b8fc42f10eb82209cf66cf
7e413610ab0daf85
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:47.382903085Z
2026-06-20T01:46:47.705048652Z
{ "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\": \"site:politico.com Trump planning to fire scientists number scientists firing report\", \"max_results\": 5, \"include_answer\": false, \"...
99e2acc265b8fc42f10eb82209cf66cf
040f1db9397de5d4
4ca4f4ed669f5573
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:47.382492928Z
2026-06-20T01:46:47.705254144Z
{ "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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99e2acc265b8fc42f10eb82209cf66cf
5d674c4d8105c1cb
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:47.707840863Z
2026-06-20T01:46:48.601276872Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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99e2acc265b8fc42f10eb82209cf66cf
805fa63937f530d6
4ca4f4ed669f5573
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:46:48.602955008Z
2026-06-20T01:46:48.603471104Z
{ "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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99e2acc265b8fc42f10eb82209cf66cf
45d600d52d2428a7
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:48.605863079Z
2026-06-20T01:46:49.670325816Z
{ "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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99e2acc265b8fc42f10eb82209cf66cf
3f3a6869a1204ed5
4ca4f4ed669f5573
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T01:46:49.672410031Z
2026-06-20T01:46:49.975961191Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "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.politico.com/news/2026/06/19/pulte-seeks-major-cuts-in-first-day-as-intel-chief-00968831\", \"query\": \"How many employees di...
99e2acc265b8fc42f10eb82209cf66cf
3a05a76cfa16e205
4ca4f4ed669f5573
tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T01:46:49.671988992Z
2026-06-20T01:46:49.976187904Z
{ "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...
99e2acc265b8fc42f10eb82209cf66cf
7da1ee22d1e532d8
4ca4f4ed669f5573
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:49.978915057Z
2026-06-20T01:46:51.230800017Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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99e2acc265b8fc42f10eb82209cf66cf
4ca4f4ed669f5573
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:46:43.916882217Z
2026-06-20T01:46:51.232804529Z
{ "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_0009", "user.id": "halo-dataset-runner", "input.value": "How many government scientists is Trump plan...
010b55e7dbb541ad65be75ebdc8c0d9f
e414d21b96c39fd3
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:51.490069616Z
2026-06-20T01:46:52.472698296Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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010b55e7dbb541ad65be75ebdc8c0d9f
8e3fefad47b6c9de
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tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:46:52.474340864Z
2026-06-20T01:46:52.474807040Z
{ "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...
010b55e7dbb541ad65be75ebdc8c0d9f
746c5ea51bbd6c6e
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:52.477015550Z
2026-06-20T01:46:53.110559684Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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010b55e7dbb541ad65be75ebdc8c0d9f
481ff157b8261c32
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:53.112621936Z
2026-06-20T01:46:53.198752712Z
{ "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\": \"Real Madrid latest match report performance Reuters\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"sports\"}", "infere...
010b55e7dbb541ad65be75ebdc8c0d9f
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:53.112193024Z
2026-06-20T01:46:53.198993920Z
{ "code": "STATUS_CODE_ERROR", "message": "Error running tool (non-fatal)" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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010b55e7dbb541ad65be75ebdc8c0d9f
ae48ebcc1cd28979
e2c482785f17ee00
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:53.201322510Z
2026-06-20T01:46:53.762379177Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai", "version": "0.1.7" }
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010b55e7dbb541ad65be75ebdc8c0d9f
3848bd086809cf30
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:53.764442746Z
2026-06-20T01:46:54.000521629Z
{ "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\": \"Real Madrid latest match report Reuters\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"news\"}", "output.value": "{\"r...
010b55e7dbb541ad65be75ebdc8c0d9f
48a2389524bae9db
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:53.764033024Z
2026-06-20T01:46:54.000800000Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "name": "catalyst_tracing.openai_agents", "version": "0.1.7" }
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010b55e7dbb541ad65be75ebdc8c0d9f
2d4c3054c1088ef2
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:54.003420783Z
2026-06-20T01:46:55.077196388Z
{ "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...
010b55e7dbb541ad65be75ebdc8c0d9f
291279503191b249
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tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:46:55.079349748Z
2026-06-20T01:46:55.369257578Z
{ "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\": \"Real Madrid last match recap AP Reuters performance\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"news\"}", "output.v...
010b55e7dbb541ad65be75ebdc8c0d9f
37eab1d784c13d60
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tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:46:55.078917888Z
2026-06-20T01:46:55.369513984Z
{ "code": "STATUS_CODE_OK", "message": "" }
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{ "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...
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:55.372188085Z
2026-06-20T01:46:56.026850767Z
{ "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...
010b55e7dbb541ad65be75ebdc8c0d9f
2d8ce484c595d0d2
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tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:46:56.028537088Z
2026-06-20T01:46:56.029020928Z
{ "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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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:56.031470708Z
2026-06-20T01:46:57.374977999Z
{ "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...
010b55e7dbb541ad65be75ebdc8c0d9f
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traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:46:51.487530680Z
2026-06-20T01:46:57.377033641Z
{ "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_0010", "user.id": "halo-dataset-runner", "input.value": "How did Real Madrid play?", "demo.dataset"...
6e283e3f0b3e0a5702f2a0d927f188ed
8f26454b40e6cd1b
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OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:46:57.634258430Z
2026-06-20T01:46:58.716645498Z
{ "code": "STATUS_CODE_OK", "message": "" }
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tool.web_search
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tool.web_search
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tool.assess_source
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tool.assess_source
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traceable-search-agent.realworld_dataset_run
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tool.scratchpad_write
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tavily.search
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tool.web_search
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tavily.search
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tool.web_search
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tool.assess_source
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tavily.search
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tool.web_search
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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...
178fa0fb6be9ba7c06d8cf8e994ba054
c3cfcc9ed28cf156
19d776447182dec1
tavily.extract
SPAN_KIND_INTERNAL
2026-06-20T01:47:11.922117345Z
2026-06-20T01:47:12.071394545Z
{ "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://news.adobe.com/news/2026/06/adobe-unveils-major-expansion\", \"query\": \"Find exact language about Copilot and whether this is Ad...
178fa0fb6be9ba7c06d8cf8e994ba054
0a29511fe090753e
19d776447182dec1
tool.extract_page
SPAN_KIND_INTERNAL
2026-06-20T01:47:11.921686784Z
2026-06-20T01:47:12.071608064Z
{ "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...
178fa0fb6be9ba7c06d8cf8e994ba054
fa9da284f4df6376
19d776447182dec1
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:47:12.074800694Z
2026-06-20T01:47:12.849930154Z
{ "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...
178fa0fb6be9ba7c06d8cf8e994ba054
a77518910728d4c8
19d776447182dec1
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:47:12.851667968Z
2026-06-20T01:47:12.852175872Z
{ "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...