Adk Samples vs Truleo

Side-by-side comparison of features, pricing, and ratings

Analysis reviewed Live tool data as of 2026-10-18
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At a glance

DimensionAdk SamplesTruleo
PricingFree (open-source)Paid (per-user fees, exact not public)
Target AudienceDevelopers building multi-agent workflowsLaw enforcement agencies (detectives, command staff)
Core FunctionalitySample code and patterns for ADK 2.0 agentsAutomated intelligence briefings, jail call analysis, report writing
IntegrationsGemini, Gemma, Claude, Ollama, vLLM, Google CloudRMS, CAD, jail call systems, BWC, OSINT, LPR, social media
DeploymentCode-based (run locally or on Google Cloud)SaaS (FBI CJIS compliant)
LATEST NEWSOpen-source coding agent history search tool launched Jul 2, 2026No recent news
Adk Samples
Adk Samples

Runnable example agents for Google's Agent Development Kit (ADK), covering graph workflows, multi-agent teams, and agents-cli deployment.

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Truleo
Truleo

Truleo is law enforcement case intelligence software that turns jail calls, RMS and OSINT data into ranked case solvability scores.

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Pricing
Free
Paid
Plans
—
$25/user/mo
$200/user/mo
$250/user/mo
$100/mo per connected application
Popularity
5 views
7.4k views
Skill Level
Intermediate
Intermediate
API Available
Platforms
CLIWebAPI
Web
Categories
🕸️ Agent Frameworks & Orchestration
📊 Data & Analytics
Features
Graph workflow samples covering graph routes and data handling
Dynamic workflow patterns with human input steps
Collaborative multi-agent workflow demos
Template workflows: sequential, loop, parallel, and custom
Agent routing samples mixing code paths with model decisions
Simple agents and managed agents samples
agents-cli scaffolding, build, test, evaluate, and deploy
Streaming and live agent samples in Python and Java
Voice agents with audio and video via the Gemini Live API
Custom function tools, OpenAPI tools, and MCP tools
Function tool action confirmations and tool limitations samples
MCP client and server examples, plus agent as MCP server
A2A quickstarts for exposing and consuming agents in Python, Go, Java, Kotlin
Artifacts, skills for agents, sessions, state, rewind, and session migration
Evaluation samples: user simulation, environment simulation, custom metrics
Unified search across RMS, CAD, jail calls, cell phones, LPR, BWC and 140+ OSINT sources
Ranked case solvability scores on a 10-point scale to triage which cases to work first
Jail call intelligence that flags key statements and detects inconsistencies in inmate communications
Case intelligence briefings cross-referencing multiple systems into structured detective and command reports
Report writing from department templates (vendor cites 40 min down to 7 min per case)
OSINT research searching 140+ databases simultaneously
Real-time BOLO and wanted persons list maintenance pushed before and during shifts
Monitoring of CAD, camera feeds, sensors and real-time alerts
Automated interviews (Investigations tier)
Body-worn camera analysis and redaction (Command tier)
Cell phone dump and license plate reader (LPR) analysis (Investigations tier)
Policy creation, budget planning, department briefings and performance reviews (Command tier)
Grant research and writing, plus ALPR audits (Command tier)
Connector-based data ingestion from any agency system regardless of vendor or format
Crime analysis: digital footprint analysis, lead development, case linking, pattern and network analysis
Integrations
Gemini
Gemma
Claude
OpenAI
Ollama
vLLM
LiteLLM
LiteRT-LM
MCP
A2A Protocol
Cloud Run
GKE
Google Search
Evidence.com

What real users say: Adk Samples vs Truleo

Not marketing copy and not our opinion — a structured sweep of public discussion (reviews, forums, communities and video comments), showing what people praise and what they complain about for each tool.

Adk Samples

8 mentions across 2 sources · 40% positive — mixed (averaged across 2 sources)

Hacker News, Lemmy

What users praise

  • • CaMeL agent demo shows real-world prompt injection defense practical.
  • • Multi-agent collaborative examples illustrate ADK's graph workflow capabilities well.
  • • Free and open source—no paywall to access code.
  • • Covers integration with multiple models: Gemini, Claude, Ollama, vLLM.

What frustrates them

  • • Very little community discussion or third-party feedback available.
  • • Not suitable for production use without significant adaptation.
  • • ADK itself is niche and less proven than alternatives like LangChain.
  • • Documentation is sparse—some samples lack detailed explanations.

Researched Jul 3, 2026

Truleo

No verifiable community signal. We scanned public discussion on Oct 14, 2026 and found posts matching the name “Truleo”, but could not establish that they are about this product rather than something else sharing its name. Rather than publish a score built on the wrong subject, we publish none.

Who should pick which

  • Law enforcement detective
    Pick: Truleo

    Truleo surfaces leads from jail calls, BWC, and OSINT, and reduces report writing time dramatically — key for detectives overburdened with manual tasks.

  • Police command staff
    Pick: Truleo

    Truleo provides real-time briefings, policy review, and performance analytics tailored to leadership needs.

  • Developer prototyping multi-agent systems
    Pick: Adk Samples

    Adk Samples offers free, ready-to-run code for graph workflows, multi-agent teams, and model integrations — ideal for learning ADK 2.0.

  • AI researcher evaluating agent frameworks
    Pick: Adk Samples

    The samples cover MCP/A2A protocols, streaming, and evaluation patterns, allowing hands-on comparison with other frameworks without cost.

  • Corrections intelligence officer
    Pick: Truleo

    Truleo's jail call analysis and key statement extraction are designed for corrections departments gathering intel.

Frequently Asked Questions

Can Truleo be used by non-law enforcement organizations?

No, Truleo is purpose-built for law enforcement and integrates with police-specific systems; it's not suitable for corporate or healthcare use.

Is Adk Samples production-ready?

The samples are educational and require adaptation for production use; they demonstrate patterns but are not turnkey solutions.

Does Truleo offer a free trial?

Pricing details are not public, but as a paid product it likely offers demos; check their website for current options.

Can I run Adk Samples locally without Google Cloud?

Yes, the samples can run locally with Ollama/vLLM; Google Cloud integration is optional.

What integrations does Truleo support?

It connects to RMS, CAD, jail call systems, body-worn cameras, OSINT tools, cell phone forensic tools, LPR, social media, and camera systems.

Does Adk Samples support models beyond Gemini?

Yes, it includes examples for Gemma, Claude, and local models via Ollama and vLLM.

Is Truleo compliant with data privacy regulations?

Yes, it is FBI CJIS compliant, ensuring secure handling of criminal justice data.

What recent updates are relevant for Adk Samples?

As of July 2026, a new open-source tool for searching coding agent history was released, expanding the ADK ecosystem.

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Last reviewed: July 3, 2026