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GiovanniPasq/agentic-rag-for-dummies

agentic-rag-for-dummies

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

View on GitHub↗Upstream GiovanniPasq/agentic-rag-for-dummies↗

Builder

GiovanniPasq

GiovanniPasq

GiovanniPasq • individual

Stars

3,354

Using upstream star count

Forks

445

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Oct 13, 2025

Project creation date

README Summary

<p align="center"> <img alt="Agentic RAG for Dummies Logo" src="assets/logo.png" width="350px"> </p>

Community Evaluation

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AI Dev Skills

Unmapped

Agentic AI SystemsInformation RetrievalLangGraph FrameworkLarge Language Model IntegrationMulti-Agent OrchestrationPrompt EngineeringRetrieval-Augmented GenerationVector Database Integration

Tags

Agentic AI SystemsInformation RetrievalLangGraph FrameworkLarge Language Model IntegrationMulti-Agent OrchestrationPrompt EngineeringRetrieval-Augmented GenerationVector Database IntegrationAI AgentsAnthropic / ClaudeClaudeData ScienceDatabaseDockerEmbeddingsForkedGPTGoogle AIHuggingFaceHybrid SearchJavaScriptJupyterLangChainLangGraphLangfuseLarge Language ModelsMulti-AgentOllamaOpenAIPydanticPythonQdrantRAGReal-Time / StreamingRoadmapSemantic SearchStructured OutputTool UseTransformersTutorialVector DatabaseWeb3

Taxonomy

AI Trends

Agentic AICompound AI SystemsRetrieval-Augmented GenerationMulti-Agent Systems

category

AI AgentsFoundation ModelsRAG & RetrievalInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud API

Industries

EducationDeveloper Tools

Modalities

Text

Skill Areas

Retrieval-Augmented GenerationAgentic AI SystemsLangGraph FrameworkInformation RetrievalMulti-Agent OrchestrationVector Database IntegrationPrompt EngineeringLarge Language Model Integration

tag

AI AgentsActiveAnthropic / ClaudeClaudeData ScienceDatabaseDockerEmbeddingsForkedGPTGoogle AIHuggingFaceHybrid SearchJavaScriptJupyterLangChainLangGraphLangfuseLarge Language ModelsMulti-AgentOllamaOpenAIPrompt EngineeringPydanticPythonQdrantRAGReal-Time / StreamingRoadmapSemantic SearchStructured OutputTool UseTransformersTutorialVector DatabaseWeb3

Use Cases

Document Question AnsweringKnowledge Base Query SystemsEducational AI TutorialsRAG System PrototypingAgent-based Information Retrieval

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

13

feat: add response streaming

GiovanniPasq • Mar 28, 2026

3b2d0e3

feat: add response streaming

Giovanni Pasqualino • Mar 28, 2026

3023b29

feat: add response streaming

Giovanni Pasqualino • Mar 28, 2026

a9eaf41

Quality

prototype
Quality
medium
Maturity
prototype

Categories

RAG & RetrievalPrimaryInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesData Science & AnalyticsFoundation ModelsAI AgentsSearch & KnowledgeOther AI / ML

PM Skills

Scale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture

Languages

Jupyter Notebook100.0%

Timeline

Project created
Oct 13, 2025
Forked
Mar 29, 2026
Your last push
2 months ago
Upstream last push
17 days ago
Tracked since
Mar 28, 2026

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