GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK

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An open-source Python SDK for analyzing, evaluating, and curating agent traces stored in BigQuery. Built on top of the BigQuery Agent Analytics, it provides a consumption-layer toolkit for agent observability, analysis, evaluation, and advanced capabilities like context graph at scale.

Stars: 47
Forks: 21
Open beginner issues: 0
Indexed issues: 101
Avg merge: 2d 13h
Merged PRs (30d): 33

Dominant language: Python
License: Apache-2.0
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 16, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed

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101 open issues indexed

BigQuery Agent Analytics SDK Feature Wish List Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#10 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
V5 Context Graph: TTL import, mixed extraction, temporal lineage — implementation design Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#12 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
feat: implement inheritance (extends) compilation support Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#30 · 2 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Migrate SDK ontology pipeline to bigquery_ontology package Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#38 · 14 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
BigQuery Agent Analytics SDK — ReasoningBank Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#49 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Docs: Medium blog post series plan — downstream value for BQ Agent Analytics users Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#51 · 1 comment · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Docs: Medium blog post #1 plan — 'Your agent_events table is a graph' Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#53 · 0 comments · 0 reactions · 1 assignee · Indexed Sep 16, 2026
Feat: Runtime entity resolution primitives — OntologyRuntime, concept index, EntityResolver protocol (design proposal — feedback wanted) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#58 · 19 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Proposal: Automated Agent Quality Scorecard Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#63 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Ideas about get insights from trace from latest papers Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#74 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Epic: Compile-time code generation for structured trace extractors (scoped rework) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#75 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feat: Ontology-aware validate_extracted_graph with fallback-scope classification (prerequisite for #75) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#76 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Docs: Medium blog post #2 plan — 'Your agent_events table is also a test suite' Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#77 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Epic: Address Remaining Ontology Platform Gaps (Live Agent Resolution, Advanced Resolvers, SHACL, Spanner/MAKO) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#93 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Data Science Features for BQ Agent Analytics Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#95 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
BigQuery Agent Analytics Roadmap Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#96 · 8 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Unboxing the AI Agent: Decision Lineage with BigQuery Context Graphs Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#98 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feat: `bq-agent-sdk ontology-build --skip-property-graph` to populate base tables only Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#104 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Feat: validate ontology binding against existing BigQuery table schemas (pre-flight) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#105 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Doc: V5 migration notebook storyboard for the four-guarantee decision-lineage narrative Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#107 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Simplify the api and add the api doc Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#128 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
A2A and joint agent traces in decision lineage demo Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#129 · 14 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
ReasoningBank for Agents using Analytics plugin Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#131 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
A2A: propagate task_id onto receiver spans (was 129b3) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#138 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
A2A joint lineage: cross-organization IAM + redaction fixture (was 129c) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#139 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
A2A joint lineage: cross-ontology concept alignment (was 129d) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#140 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Enable the full OpenTelemetry in BigQuery Agent Analytics Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#153 · 57 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Blog post narrative — Context Graph + Decision Trace for the C-suite (5-min read, zero graph jargon) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#159 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
CLI: bqaa-materialize-window for scheduled graph refresh Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#161 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
Tracking: ADK 2.0 — workflow- and team-aware tracing across producer and consumer Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#190 · 47 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: thread source Event / node-info into EventData for non-on_event callbacks Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#194 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: stamp identity fields (schema_version, app_name, source_event_id) on enriched rows Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#195 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: enrich rows with attributes.adk.node (path, run_id, parent_path) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#196 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: enrich originating-Event rows with attributes.adk.branch Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#197 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: emit attributes.adk.scope with v15 derivation rule Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#198 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: emit TOOL_PAUSED / TOOL_COMPLETED with pause_kind + function_call_id (long-running event path) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#199 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: emit AGENT_TRANSFER from actions.transfer_to_agent Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#200 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: emit EVENT_COMPACTION from actions.compaction Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#201 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: emit AGENT_STATE_CHECKPOINT from actions.agent_state OR end_of_agent Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#202 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: capture or explicitly defer actions.route / render_ui_widgets / rewind_before_invocation_id Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#203 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 producer: delete deprecated on_state_change_callback stub Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#204 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 design: pause registry read-after-write strategy Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#206 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 design: workflow node-boundary event derivation (OTel vs event-observation) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#207 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 design: oversized AGENT_STATE_CHECKPOINT offload contract Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#208 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 design: OTel correlation strategy (otel_span_id reliability + source_event_id ↔ associated_event_ids) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#209 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 design: cross-event view deployment plumbing (extend ViewManager or add AnalyticsViewManager) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#210 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 consumer: register six new event types across all SDK type surfaces Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#211 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 consumer: workflow_invocations view Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#212 · 3 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 consumer: agent_transfer_chains view Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#213 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026
adk-2.0 consumer: branch_fanout view (cardinality only; branch_concurrency deferred) Open

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK#214 · 4 comments · 0 reactions · 0 assignees · Indexed Sep 16, 2026

GoogleCloudPlatform/BigQuery-Agent-Analytics-SDK

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