trace_id
stringlengths
32
32
span_id
stringlengths
16
16
parent_span_id
stringlengths
0
16
trace_state
stringclasses
1 value
name
stringclasses
10 values
kind
stringclasses
2 values
start_time
stringlengths
30
30
end_time
stringlengths
30
30
status
dict
resource
dict
scope
dict
attributes
unknown
698855e96be5a2f9e8a6005ab1be5a70
668330fb39bbf3fa
78a55cfc42b2526c
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:52:54.504907008Z
2026-06-20T01:52:56.514384128Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
ebab4ffd231f7a41
78a55cfc42b2526c
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:52:56.517309290Z
2026-06-20T01:52:57.873768276Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
6e8a3ef1d8c4c066
78a55cfc42b2526c
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:52:57.875514880Z
2026-06-20T01:52:57.876323840Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
61b36603ce672334
78a55cfc42b2526c
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:52:57.875657984Z
2026-06-20T01:52:57.876359936Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
324870253ef1715c
78a55cfc42b2526c
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:52:57.879017217Z
2026-06-20T01:52:58.993727167Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
0a3ac19f2cb5efc0
78a55cfc42b2526c
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:52:58.995457024Z
2026-06-20T01:52:58.995947008Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
a95ff05352c4090f
78a55cfc42b2526c
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:52:58.998395438Z
2026-06-20T01:53:00.433922730Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
3efd3c30e56417cf
78a55cfc42b2526c
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:53:00.435619072Z
2026-06-20T01:53:00.436086784Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
0c688f699ffc23ed
78a55cfc42b2526c
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:00.438900094Z
2026-06-20T01:53:02.355540462Z
{ "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...
698855e96be5a2f9e8a6005ab1be5a70
78a55cfc42b2526c
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:52:52.906250583Z
2026-06-20T01:53:02.357575917Z
{ "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_0053", "user.id": "halo-dataset-runner", "input.value": "Best ability for GP to start into Garen if p...
f300b08c87d7efd6f61a31263b593c49
757cc6c2172d3072
cb5b6847e1410f3e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:02.615549233Z
2026-06-20T01:53:03.458144456Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
ca50f22c3621b976
cb5b6847e1410f3e
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:53:03.459805952Z
2026-06-20T01:53:03.460297984Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
c1e73f7785097f8a
cb5b6847e1410f3e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:03.462497143Z
2026-06-20T01:53:04.356835925Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
efba2bd3968dfc03
cb5b6847e1410f3e
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:53:04.359275745Z
2026-06-20T01:53:05.125915638Z
{ "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\": \"dedicated server high clock standard high core difference pros cons\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"gener...
f300b08c87d7efd6f61a31263b593c49
61f2848f9e4685a8
cb5b6847e1410f3e
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:53:04.358676992Z
2026-06-20T01:53:05.126183936Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
6f11293a8680b713
cb5b6847e1410f3e
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:53:04.359498347Z
2026-06-20T01:53:05.206450121Z
{ "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\": \"premium dedicated server high clock high core standard CPU comparison hosting\", \"max_results\": 5, \"include_answer\": false, \"topic\...
f300b08c87d7efd6f61a31263b593c49
26b22f18b9fa3af4
cb5b6847e1410f3e
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:53:04.358831872Z
2026-06-20T01:53:05.206660096Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
3552a096d0b15f4c
cb5b6847e1410f3e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:05.209278153Z
2026-06-20T01:53:06.648296896Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
693305db5ad95a11
cb5b6847e1410f3e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:53:06.650081024Z
2026-06-20T01:53:06.651097088Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
4ff5fb2d57541a09
cb5b6847e1410f3e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:53:06.650222080Z
2026-06-20T01:53:06.651133952Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
58029afcde766004
cb5b6847e1410f3e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:53:06.650290944Z
2026-06-20T01:53:06.651150848Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
dcba4c3c3d6b08d0
cb5b6847e1410f3e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:06.653573964Z
2026-06-20T01:53:07.363257712Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
07e1322e716b1fca
cb5b6847e1410f3e
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:53:07.364965888Z
2026-06-20T01:53:07.365433088Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
c04152a8215f221f
cb5b6847e1410f3e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:07.367916625Z
2026-06-20T01:53:10.040145950Z
{ "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...
f300b08c87d7efd6f61a31263b593c49
cb5b6847e1410f3e
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:53:02.612607937Z
2026-06-20T01:53:10.042190822Z
{ "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_0054", "user.id": "halo-dataset-runner", "input.value": "Premium dedicated servers comparison: high c...
0161924286fd9718e31ff78901fbe283
394dd1fc85a93409
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:10.300015934Z
2026-06-20T01:53:11.278386989Z
{ "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...
0161924286fd9718e31ff78901fbe283
ae2a986a84ef810e
f7fc89191ab3e53b
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:53:11.280041984Z
2026-06-20T01:53:11.280536064Z
{ "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...
0161924286fd9718e31ff78901fbe283
109c5fe17623b735
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:11.282720400Z
2026-06-20T01:53:12.308108887Z
{ "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...
0161924286fd9718e31ff78901fbe283
f29967ceb872837f
f7fc89191ab3e53b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:53:12.311916106Z
2026-06-20T01:53:13.044354147Z
{ "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\": \"Gangplank abilities passive trial by fire remove scurvy powder keg parrley official wiki\", \"max_results\": 3, \"include_answer\": fals...
0161924286fd9718e31ff78901fbe283
a9e91b20ea094ea6
f7fc89191ab3e53b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:53:12.309964800Z
2026-06-20T01:53:13.044644096Z
{ "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...
0161924286fd9718e31ff78901fbe283
0481e89fcb1a0bc8
f7fc89191ab3e53b
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:53:12.311714862Z
2026-06-20T01:53:14.795136186Z
{ "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\": \"Gangplank vs Garen matchup ability start level 1 barrel or q best start\", \"max_results\": 3, \"include_answer\": true, \"topic\": \"ge...
0161924286fd9718e31ff78901fbe283
8df5f44bd1baf046
f7fc89191ab3e53b
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:53:12.309825024Z
2026-06-20T01:53:14.795408128Z
{ "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...
0161924286fd9718e31ff78901fbe283
88a06161702cc20a
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:14.797980915Z
2026-06-20T01:53:15.865641579Z
{ "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...
0161924286fd9718e31ff78901fbe283
510f7d309ae041e4
f7fc89191ab3e53b
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:53:15.867310080Z
2026-06-20T01:53:15.867880960Z
{ "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...
0161924286fd9718e31ff78901fbe283
2eb79058ad771235
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:15.870680166Z
2026-06-20T01:53:16.479121552Z
{ "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...
0161924286fd9718e31ff78901fbe283
25fb75c837288186
f7fc89191ab3e53b
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:53:16.480815872Z
2026-06-20T01:53:16.481321216Z
{ "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...
0161924286fd9718e31ff78901fbe283
ca43d424d0cdfa54
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:16.483690974Z
2026-06-20T01:53:17.275459607Z
{ "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...
0161924286fd9718e31ff78901fbe283
535a2170b6966dca
f7fc89191ab3e53b
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:53:17.277175808Z
2026-06-20T01:53:17.277658880Z
{ "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...
0161924286fd9718e31ff78901fbe283
0de94ec7e7de27bc
f7fc89191ab3e53b
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:53:17.280113084Z
2026-06-20T01:54:19.818249734Z
{ "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...
0161924286fd9718e31ff78901fbe283
f7fc89191ab3e53b
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:53:10.297060940Z
2026-06-20T01:54:19.820341446Z
{ "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_0055", "user.id": "halo-dataset-runner", "input.value": "best ability for GP to start into Garen if y...
6f451b963de0eff2a1e15e068445fd56
cd6d90a19d4d7333
18339ed8e4c036ec
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:20.077799845Z
2026-06-20T01:54:21.369161505Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
44451753569284b0
18339ed8e4c036ec
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:54:21.370852096Z
2026-06-20T01:54:21.371345920Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
26bd9cd3e68f7355
18339ed8e4c036ec
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:21.373581120Z
2026-06-20T01:54:22.376096109Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
9ee0b8faca59bea3
18339ed8e4c036ec
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:22.378580900Z
2026-06-20T01:54:23.139445877Z
{ "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\": \"U.S. News best minivans 2025 Toyota Sienna Honda Odyssey Kia Carnival\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"gen...
6f451b963de0eff2a1e15e068445fd56
d989efbdef4dd8a7
18339ed8e4c036ec
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:22.377949952Z
2026-06-20T01:54:23.139736832Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
5556ea794e1c3449
18339ed8e4c036ec
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:22.378376302Z
2026-06-20T01:54:23.147282592Z
{ "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\": \"2025 best minivan review Toyota Sienna Honda Odyssey Kia Carnival\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"general...
6f451b963de0eff2a1e15e068445fd56
972d4791a3280bab
18339ed8e4c036ec
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:22.377805824Z
2026-06-20T01:54:23.147442944Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
d4592e43470db4cb
18339ed8e4c036ec
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:23.150038562Z
2026-06-20T01:54:24.407529547Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
971d7f22c20b251e
18339ed8e4c036ec
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:24.409431808Z
2026-06-20T01:54:24.410428928Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
33ede8efc5e7d8d9
18339ed8e4c036ec
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:24.409573120Z
2026-06-20T01:54:24.410466816Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
eb5916e3e31f147c
18339ed8e4c036ec
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:24.409647104Z
2026-06-20T01:54:24.410487040Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
f3a863df694bdda5
18339ed8e4c036ec
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:24.412970837Z
2026-06-20T01:54:25.033985734Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
417eba71c383f585
18339ed8e4c036ec
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:54:25.036200960Z
2026-06-20T01:54:25.036758784Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
b4f9fe0611a8cce6
18339ed8e4c036ec
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:25.039836464Z
2026-06-20T01:54:26.783956467Z
{ "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...
6f451b963de0eff2a1e15e068445fd56
18339ed8e4c036ec
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:54:20.075153724Z
2026-06-20T01:54:26.785995028Z
{ "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_0056", "user.id": "halo-dataset-runner", "input.value": "What is the best minivan to buy", "demo.da...
6617c754fa0862923cd54448ab1dfcd6
0b040221f3577d9a
16ed8914aaf5a44e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:27.043798720Z
2026-06-20T01:54:27.877203029Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
d5eef8d04c2df259
16ed8914aaf5a44e
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:54:27.878854912Z
2026-06-20T01:54:27.879558144Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
16a2dd3ad791ecce
16ed8914aaf5a44e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:27.881692275Z
2026-06-20T01:54:28.770158562Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
bf16705b674d1114
16ed8914aaf5a44e
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:28.772412529Z
2026-06-20T01:54:29.859995836Z
{ "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\": \"Benford's law real-world applications fraud detection auditing election analysis official source\", \"max_results\": 5, \"include_answer...
6617c754fa0862923cd54448ab1dfcd6
e23dc137a021ee31
16ed8914aaf5a44e
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:28.771867904Z
2026-06-20T01:54:29.860323840Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
6219713aed73a4b3
16ed8914aaf5a44e
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:28.772641756Z
2026-06-20T01:54:29.949418381Z
{ "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\": \"Benford's law scientific data screening official source IRS GAO audit\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"gen...
6617c754fa0862923cd54448ab1dfcd6
f46b800b0d966a1f
16ed8914aaf5a44e
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:28.772001024Z
2026-06-20T01:54:29.949714944Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
00eceacc6930b3d3
16ed8914aaf5a44e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:29.952681149Z
2026-06-20T01:54:31.308272943Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
e741c32a352666d1
16ed8914aaf5a44e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:31.310070016Z
2026-06-20T01:54:31.311075072Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
08fbf5363bc5f3c7
16ed8914aaf5a44e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:31.310210048Z
2026-06-20T01:54:31.311110912Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
1a3d422c0e728ca4
16ed8914aaf5a44e
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:31.310276864Z
2026-06-20T01:54:31.311130112Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
08bd4cf10fa081f7
16ed8914aaf5a44e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:31.313642412Z
2026-06-20T01:54:32.034054787Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
b88b36f47069afaf
16ed8914aaf5a44e
tool.scratchpad_read
SPAN_KIND_INTERNAL
2026-06-20T01:54:32.035788032Z
2026-06-20T01:54:32.036262144Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
c6513bd305c8fdcc
16ed8914aaf5a44e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:32.039166669Z
2026-06-20T01:54:34.295400600Z
{ "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...
6617c754fa0862923cd54448ab1dfcd6
16ed8914aaf5a44e
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:54:27.040860125Z
2026-06-20T01:54:34.297481595Z
{ "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_0057", "user.id": "halo-dataset-runner", "input.value": "Cases of Benford's law in contemporary real-...
f97abe16937a7183ee0d1d31ea0a9811
93c96a6289286281
c7700784ac34e999
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:34.556738366Z
2026-06-20T01:54:35.543111519Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
94625c02786b1a68
c7700784ac34e999
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:54:35.544817920Z
2026-06-20T01:54:35.545308160Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
a7d45313c90c6bd7
c7700784ac34e999
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:35.547500177Z
2026-06-20T01:54:36.251804714Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
2e3c483a787f0875
c7700784ac34e999
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:36.254080233Z
2026-06-20T01:54:36.596172747Z
{ "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\": \"Donald Trump news June 2026 Reuters latest\", \"max_results\": 3, \"include_answer\": false, \"topic\": \"news\"}", "output.value": "{...
f97abe16937a7183ee0d1d31ea0a9811
aa8fd64dfaca01d1
c7700784ac34e999
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:36.253490944Z
2026-06-20T01:54:36.596452096Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
ac129e16269acdab
c7700784ac34e999
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:36.254316498Z
2026-06-20T01:54:36.598361977Z
{ "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\": \"Donald Trump latest news Associated Press June 2026\", \"max_results\": 3, \"include_answer\": false, \"topic\": \"news\"}", "output.v...
f97abe16937a7183ee0d1d31ea0a9811
6608e8a3f2f52e0e
c7700784ac34e999
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:36.253632000Z
2026-06-20T01:54:36.598504960Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
146f0c31859e225e
c7700784ac34e999
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:36.601111633Z
2026-06-20T01:54:38.110413288Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
62e9cc1894038d85
c7700784ac34e999
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:38.112210944Z
2026-06-20T01:54:38.113198080Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
cd0c82d6775a3cd4
c7700784ac34e999
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:38.112352000Z
2026-06-20T01:54:38.113236992Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
db4dea1acc93e761
c7700784ac34e999
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:38.112421888Z
2026-06-20T01:54:38.113254912Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
69cdeffe45e5fe68
c7700784ac34e999
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:38.115759132Z
2026-06-20T01:54:40.076073837Z
{ "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...
f97abe16937a7183ee0d1d31ea0a9811
c7700784ac34e999
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:54:34.552306069Z
2026-06-20T01:54:40.078107530Z
{ "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_0058", "user.id": "halo-dataset-runner", "input.value": "Donald Trump news", "demo.dataset": "realw...
2d080d44d75fbc59cbc5d7893a19c01c
b4b773cdb5a13004
b3a1b0639efbfdd7
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:40.335714851Z
2026-06-20T01:54:41.733264684Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
3316b02e8a6a4fa6
b3a1b0639efbfdd7
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:41.735797453Z
2026-06-20T01:54:42.595646577Z
{ "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\": \"Encyclopaedia Britannica Zaidiyyah Twelver Sunni differences\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"general\"}",...
2d080d44d75fbc59cbc5d7893a19c01c
6ed3a82f9f028ced
b3a1b0639efbfdd7
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:41.735147008Z
2026-06-20T01:54:42.595944960Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
a1c86ce4e2ab0cc6
b3a1b0639efbfdd7
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:41.735579391Z
2026-06-20T01:54:42.927800691Z
{ "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\": \"Zaidi Shia Twelver Sunni core differences imamate theology fiqh overview\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"...
2d080d44d75fbc59cbc5d7893a19c01c
45ab467453cd2157
b3a1b0639efbfdd7
tool.web_search
SPAN_KIND_INTERNAL
2026-06-20T01:54:41.735006208Z
2026-06-20T01:54:42.928083968Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
3ec3c355a8a48136
b3a1b0639efbfdd7
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:42.930776141Z
2026-06-20T01:54:44.466817813Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
fec2e39b06ae78a1
b3a1b0639efbfdd7
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:44.468640000Z
2026-06-20T01:54:44.469667840Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
493a51ecfd11cd08
b3a1b0639efbfdd7
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:44.468784128Z
2026-06-20T01:54:44.469705216Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
a705f41d69693204
b3a1b0639efbfdd7
tool.assess_source
SPAN_KIND_INTERNAL
2026-06-20T01:54:44.468854016Z
2026-06-20T01:54:44.469724928Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
618e0eee5e27d1f0
b3a1b0639efbfdd7
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:44.472833136Z
2026-06-20T01:54:46.177303807Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
41d22eb4976fe8a0
b3a1b0639efbfdd7
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:54:46.179023104Z
2026-06-20T01:54:46.179521024Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
8d4d13873a002075
b3a1b0639efbfdd7
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:46.182051839Z
2026-06-20T01:54:49.409676359Z
{ "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...
2d080d44d75fbc59cbc5d7893a19c01c
b3a1b0639efbfdd7
traceable-search-agent.realworld_dataset_run
SPAN_KIND_INTERNAL
2026-06-20T01:54:40.333039314Z
2026-06-20T01:54:49.411746651Z
{ "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_0059", "user.id": "halo-dataset-runner", "input.value": "Perbedaan inti antara Syiah Zaidi, Syiah Dua...
5880f9e8ce02f1038721cda88b911742
9a695486d794faa2
2c94d030e5e4a02e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:49.669312508Z
2026-06-20T01:54:50.400120653Z
{ "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...
5880f9e8ce02f1038721cda88b911742
0a2b92ef9bdcd21b
2c94d030e5e4a02e
tool.scratchpad_write
SPAN_KIND_INTERNAL
2026-06-20T01:54:50.401794816Z
2026-06-20T01:54:50.402288896Z
{ "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...
5880f9e8ce02f1038721cda88b911742
43b75482c348601b
2c94d030e5e4a02e
OpenAI Chat Completions
SPAN_KIND_CLIENT
2026-06-20T01:54:50.404472419Z
2026-06-20T01:54:51.515779783Z
{ "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...
5880f9e8ce02f1038721cda88b911742
be3b2db20867289d
2c94d030e5e4a02e
tavily.search
SPAN_KIND_INTERNAL
2026-06-20T01:54:51.518058370Z
2026-06-20T01:54:52.285857006Z
{ "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\": \"Google Gemini Live API multimodal official docs\", \"max_results\": 5, \"include_answer\": false, \"topic\": \"general\"}", "output.va...