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NirDiamant/agents-towards-production

agents-towards-production

This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.

View on GitHub↗Upstream NirDiamant/agents-towards-production↗

Builder

NirDiamant

NirDiamant

NirDiamant • individual

Stars

20,538

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Forks

2,731

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 16, 2025

Project creation date

README Summary

_The open-source playbook for turning AI agents into real-world products._

Community Evaluation

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AI Dev Skills

Unmapped

Agent Architecture PatternsAgent Memory and State ManagementAgent Planning and ReasoningAI System OrchestrationGenerative AI Agent DevelopmentLarge Language Model IntegrationMLOps and Model DeploymentMulti-Agent SystemsProduction ML System DesignTool-Using AI Agents

Tags

Agent Architecture PatternsAgent Memory and State ManagementAgent Planning and ReasoningAI System OrchestrationGenerative AI Agent DevelopmentLarge Language Model IntegrationMLOps and Model DeploymentMulti-Agent SystemsProduction ML System DesignTool-Using AI AgentsAI AgentsAI SafetyAWS BedrockAgent MemoryAutomationCachingData ScienceDatabaseDockerEvalsFinTechForkedJupyterLangChainLangGraphLangSmithLarge Language ModelsMCPMem0Multi-AgentOllamaPrompt EngineeringPrompt InjectionPythonPython Web FrameworkRAGReal-Time / StreamingSecuritySemantic SearchStructured OutputTool UseTutorialVector Database

Taxonomy

AI Trends

Agentic AICompound AI SystemsProduction AIAI Agent FrameworksTool-Using AIMulti-Agent Coordination

category

AI AgentsFoundation ModelsRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: FinTechSecurity & SafetyData Science & Analytics

Deployment Context

Cloud APISelf-hostedOn-premiseServerless

Industries

Developer ToolsAI/ML Platform ServicesEnterprise SoftwareAutomation and Workflow

Modalities

TextCodeMultimodal

Skill Areas

Generative AI Agent DevelopmentProduction ML System DesignAgent Architecture PatternsMLOps and Model DeploymentLarge Language Model IntegrationAI System OrchestrationAgent Planning and ReasoningMulti-Agent SystemsTool-Using AI AgentsAgent Memory and State Management

tag

AI AgentsAI SafetyAWS BedrockAgent MemoryAutomationCachingData ScienceDatabaseDockerEvalsFinTechForkedJupyterLangChainLangGraphLangSmithLarge Language ModelsMCPMem0Multi-AgentOllamaPrompt EngineeringPrompt InjectionPythonPython Web FrameworkRAGReal-Time / StreamingSecuritySemantic SearchStructured OutputTool UseTutorialVector Database

Use Cases

Production GenAI Agent DeploymentAutonomous Task ExecutionMulti-Step Reasoning WorkflowsTool-Augmented AI SystemsScalable Agent OrchestrationEnterprise AI Agent Development

Recent Activity

Updated 3 months ago

7 Days

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90 Days

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Fix dark mode sponsor logos: use SVGs for transparency, fix Mem0 srcset

Nir Diamant • Feb 22, 2026

8b7a8b0

Add dark mode support for all sponsor logos

Nir Diamant • Feb 22, 2026

2503fed

Add JetBrains as tutorial sponsor for Kotlin Koog tutorial

Nir Diamant • Feb 22, 2026

80fcf27

Quality

beta
Quality
medium
Maturity
beta

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureDev Tools & AutomationLearning ResourcesIndustry: FinTechSecurity & SafetyData Science & AnalyticsFoundation ModelsAI AgentsSafety & AlignmentFinance & LegalSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencySafety & AlignmentScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

Jupyter Notebook100.0%

Timeline

Project created
Jun 16, 2025
Forked
Mar 16, 2026
Your last push
3 months ago
Upstream last push
19 days ago
Tracked since
Feb 22, 2026

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