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gemini-live-adk-flood-claims

Real-time voice, vision & text flood-claim (FNOL) agent on Google Cloud using Gemini Live API, Google ADK 2.x Workflows, Agent Skills, Vertex AI Search grounding, and BigQuery (real FEMA NFIP & NOAA storm data) on private Cloud Run behind IAP

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What's in it

Data offered docs-verified
NFIP policy records (OpenFEMA v3 NfipPolicies) · NFIP claims records (OpenFEMA v3 NfipClaims): loss amounts, causes of damage, water depths · NOAA Storm Events (BigQuery public datasets) · FEMA NFIP guidance passages via Vertex AI Search
Coverage docs-verified
Colorado, Texas, Florida, Louisiana and North Carolina (claims intake scope) · since 2015 (NFIP claims)
Formats docs-verified
Markdown (packet.md) · JSON (packet.json) · ZIP archive (claim packet with photos and damage sketch)
Access docs-verified
No API key: credentials from Application Default Credentials (ADC) in your own Google Cloud project; deployed privately on Cloud Run behind IAP. Licence not stated.

Useful for

Use cases llm-inferred
Reference pattern for an ADK 2.x Workflow combining LLM extraction with rule-based routing that cites rule IDs · NFIP claim loss and water-depth benchmarking by state from OpenFEMA data · NOAA Storm Events lookup to corroborate flood event dates and conditions
Audience llm-inferred
GCP and ADK developers · insurance claims teams and adjusters · data engineers building flood data pipelines

Limitations

Constraints llm-inferred
Scope limited to five US states: Colorado, Texas, Florida, Louisiana and North Carolina · US NFIP and NOAA sources only; no UK data · Flood-only: burst pipes, drain backup and other perils are routed to a colleague, not processed · No coverage decisions: outputs are intake facts for a human adjuster, not coverage or payment estimates · Demo insurer with generated policy numbers and names; not endorsed by FEMA · Requires own GCP deployment (Gemini Live, Vertex AI Search, BigQuery, Cloud Run); cost and model availability depend on the account · Licence not stated in repository metadata
Licence
Unknown — check provider terms
Authentication
No API key required (repository README, auto-extracted; check upstream requirements)
GitHub stars
0
Last commit
06/10/2026
Last successful page check
14/10/2026
Page health
healthy
Package
Not recorded
Verification
Not independently verified

Auto-extracted, unverified fields: tools, install, auth. Check upstream documentation.

Provenance & evidence

Daily discovery 2026-10-16: GitHub search; verified via GitHub API. Tools/install/auth auto-extracted from README.

Metadata observed 14/10/2026 · daily-2026-10-16 (github-search)