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RAG & Knowledge Basesfree

AI Agent to respond to GitHub repo issues

by Ahmed SalamaUpdated Aug 2026
RequiresGoogle Gemini
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Google Gemini Chat ModelGoogle Gemini C…OPStructured Output ParserStructured Outp…IfCheck for Repository errorCheck for Repos…McMCP Server Trigger for GithubMCP Server Trig…TWcreate_github_prEWSubworkflow Entry PointSubworkflow Ent…AgExtract Repo & Branch ContextExtract Repo & …GTFetch GitHub IssuesFetch GitHub Is…HRRepo or Branch ValidationRepo or Branch …SeBuild Error ResponseBuild Error Res…SePrepare PR PayloadPrepare PR Payl…HRCreate Pull RequestCreate Pull Req…CLGenerate PR Title & DescriptionGenerate PR Tit…SuAggregate Commit MessagesAggregate Commi…LLM PR Writer ModelLLM PR Writer M…1234567891011
1/5
FLOWS
STEPS · 11
Called by another workflow

Triggered via MCP, runs a Google Gemini agent that reads GitHub repository issues and posts responses.

Tags

eventcomplexGoogle GeminiDevOpsAI RAG
Connects
Google Gemini
CategoryRAG & Knowledge Bases
Triggerevent
Complexitycomplex
Nodes15
AddedJun 14, 2026