Agente de IA para GitHub
Avanzado
Este es unInternal Wiki, AI RAGflujo de automatización del dominio deautomatización que contiene 19 nodos.Utiliza principalmente nodos como Set, Github, HttpRequest, ManualTrigger, Agent. Usar OpenAI para crear un asistente de código que aprenda de repositorios de GitHub
Requisitos previos
- •Personal Access Token de GitHub
- •Pueden requerirse credenciales de autenticación para la API de destino
- •Clave de API de OpenAI
Nodos utilizados (19)
Categoría
Vista previa del flujo de trabajo
Visualización de las conexiones entre nodos, con soporte para zoom y panorámica
Exportar flujo de trabajo
Copie la siguiente configuración JSON en n8n para importar y usar este flujo de trabajo
{
"id": "HJdHRULAa3bhcCMR",
"meta": {
"instanceId": "a0e41110bf9f611e96e18e0663d80d746aeedc58368940bfe471a8d577a5069b",
"templateCredsSetupCompleted": true
},
"name": "AI Agent For Github",
"tags": [],
"nodes": [
{
"id": "21ce2f08-255b-49e7-8a28-c7755593e574",
"name": "Cargador de Datos Predeterminado",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
1152,
208
],
"parameters": {
"options": {},
"dataType": "binary"
},
"typeVersion": 1
},
{
"id": "af656ce7-169b-4c91-a770-8c488f68911a",
"name": "Separador de Texto Recursivo por Caracteres",
"type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
"position": [
1232,
416
],
"parameters": {
"options": {},
"chunkOverlap": 100
},
"typeVersion": 1
},
{
"id": "6493e13d-3e1e-42c0-abef-290a2a236868",
"name": "Agente de IA",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
400,
736
],
"parameters": {
"options": {
"systemMessage": "You are a helpful technical assistant designed to answer developer questions based on the project’s source code and technical documentation. \n\nWhen a developer asks a question, use the tool `project_source_tool` to retrieve relevant information from the available codebase and documentation."
}
},
"typeVersion": 1.7
},
{
"id": "2f05cc89-7dcf-40bc-a5c2-fd2c5c7cc57c",
"name": "Herramienta de Almacén Vectorial",
"type": "@n8n/n8n-nodes-langchain.toolVectorStore",
"position": [
608,
960
],
"parameters": {
"name": "project_source_tool",
"topK": "=5",
"description": "Retrieve information from any source code"
},
"typeVersion": 1
},
{
"id": "0edbd03e-e2fa-41b2-9fdb-c935dd44148d",
"name": "Memoria de Búfer de Ventana",
"type": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
"position": [
480,
960
],
"parameters": {},
"typeVersion": 1.3
},
{
"id": "38b9511b-c5bf-47be-abe1-3d6b156e2b50",
"name": "Cuando se recibe mensaje de chat",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
128,
736
],
"webhookId": "5f1c0c82-0ff9-40c7-9e2e-b1a96ffe24cd",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "eda1081e-97b8-441e-b726-ea6a0dec9141",
"name": "Nota Adhesiva1",
"type": "n8n-nodes-base.stickyNote",
"position": [
-528,
112
],
"parameters": {
"width": 340,
"height": 560,
"content": "## Setup Guilde\n\n### 1. Update the `Config` Node\nAdd or edit the following parameters:\n- `repo_owner`\n- `repo_name`\n- `repo_path`\n- `sub_path`\n\n### 2. Add GitHub Account\nConnect your GitHub account to enable repository access.\n\n### 3. Trigger “Sync Data”\nRun the workflow or trigger the node to start syncing data from GitHub to your vectorstore.\n"
},
"typeVersion": 1
},
{
"id": "073d715d-1432-40b8-ba62-63b586ff3900",
"name": "Configuración",
"type": "n8n-nodes-base.set",
"position": [
352,
-16
],
"parameters": {
"options": {},
"assignments": {
"assignments": [
{
"id": "03f51f9c-4681-4423-91d2-d32f4c18d6bc",
"name": "repo_owner",
"type": "string",
"value": "cphuong20202009"
},
{
"id": "0c9b521a-b698-4b43-9eb0-bbf744760158",
"name": "repo_name",
"type": "string",
"value": "share-n8n-workflow"
},
{
"id": "91627e70-a71a-4be0-a6f6-b04d5c8469d8",
"name": "repo_path",
"type": "string",
"value": "share-n8n-workflow"
},
{
"id": "983a2c87-9d69-4d64-ab88-ec1b1117c6e6",
"name": "sub_path",
"type": "string",
"value": "workflows"
}
]
},
"includeOtherFields": true
},
"typeVersion": 3.4
},
{
"id": "24767c37-190a-4039-84c3-23207299eecc",
"name": "Listar archivos",
"type": "n8n-nodes-base.github",
"position": [
576,
-16
],
"webhookId": "1ff4096c-91c9-4500-9fda-2d3ef1586d2f",
"parameters": {
"owner": {
"__rl": true,
"mode": "name",
"value": "={{ $json.repo_owner }}"
},
"filePath": "={{ $json.sub_path }}",
"resource": "file",
"operation": "list",
"repository": {
"__rl": true,
"mode": "name",
"value": "={{ $json.repo_name }}"
}
},
"credentials": {
"githubApi": {
"id": "tk70N65ddQrYqN4t",
"name": "GitHub account 3"
}
},
"typeVersion": 1.1
},
{
"id": "97c7184a-685b-4940-b3af-6de8bbf9c7dd",
"name": "Obtener Archivo",
"type": "n8n-nodes-base.httpRequest",
"position": [
800,
-16
],
"parameters": {
"url": "={{ $json.download_url }}",
"options": {}
},
"typeVersion": 4.2
},
{
"id": "c98cb6aa-e460-4c97-ba1d-d9fd9da561d3",
"name": "Embeddings OpenAI",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
1024,
208
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "2TBvwobWbbHlIjKT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "e6eba4d9-4770-46e7-af58-233763b12bcc",
"name": "Embeddings OpenAI1",
"type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
"position": [
576,
1376
],
"parameters": {
"options": {}
},
"credentials": {
"openAiApi": {
"id": "2TBvwobWbbHlIjKT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "06cc6964-01bc-496f-895f-c3277c3cb10e",
"name": "Modelo de Chat OpenAI",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
784,
1168
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "2TBvwobWbbHlIjKT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "e4d2d5e8-318d-4a63-9777-76225842fd88",
"name": "Modelo de Chat OpenAI1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
352,
960
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "2TBvwobWbbHlIjKT",
"name": "OpenAi account"
}
},
"typeVersion": 1.2
},
{
"id": "b5c0e689-aaa1-4d69-993e-7bb6b04937db",
"name": "Almacén Vectorial Simple",
"type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
"position": [
496,
1168
],
"parameters": {
"memoryKey": {
"__rl": true,
"mode": "list",
"value": "source-code",
"cachedResultName": "source-code"
}
},
"typeVersion": 1.3
},
{
"id": "a41eac9f-9556-48dd-abf3-511a2b430c67",
"name": "Almacén Vectorial Simple1",
"type": "@n8n/n8n-nodes-langchain.vectorStoreInMemory",
"position": [
1056,
-16
],
"parameters": {
"mode": "insert",
"memoryKey": {
"__rl": true,
"mode": "list",
"value": "source-code"
}
},
"typeVersion": 1.3
},
{
"id": "fb9ecc78-60b5-4eb0-912b-654bf3dbc5ca",
"name": "Nota Adhesiva",
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
-128
],
"parameters": {
"width": 384,
"height": 80,
"content": "Pull your source files and update the knowledge base (vectorstore) for the AI Agent"
},
"typeVersion": 1
},
{
"id": "ccea3fc1-94e3-4582-bfb5-ef4cc2546a61",
"name": "Nota Adhesiva2",
"type": "n8n-nodes-base.stickyNote",
"position": [
128,
640
],
"parameters": {
"width": 560,
"height": 80,
"content": "Ask questions to the AI Agent — it will respond using your repository knowledge."
},
"typeVersion": 1
},
{
"id": "c14b04e5-7f2c-42c3-ac89-f5a256ee2ead",
"name": "Sincronizar Datos",
"type": "n8n-nodes-base.manualTrigger",
"position": [
128,
-16
],
"parameters": {},
"typeVersion": 1
}
],
"active": false,
"pinData": {},
"settings": {
"executionOrder": "v1"
},
"versionId": "6a88fedb-ad7d-4258-ac59-afb17408e6c4",
"connections": {
"073d715d-1432-40b8-ba62-63b586ff3900": {
"main": [
[
{
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"type": "main",
"index": 0
}
]
]
},
"97c7184a-685b-4940-b3af-6de8bbf9c7dd": {
"main": [
[
{
"node": "a41eac9f-9556-48dd-abf3-511a2b430c67",
"type": "main",
"index": 0
}
]
]
},
"c14b04e5-7f2c-42c3-ac89-f5a256ee2ead": {
"main": [
[
{
"node": "073d715d-1432-40b8-ba62-63b586ff3900",
"type": "main",
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}
]
]
},
"24767c37-190a-4039-84c3-23207299eecc": {
"main": [
[
{
"node": "97c7184a-685b-4940-b3af-6de8bbf9c7dd",
"type": "main",
"index": 0
}
]
]
},
"c98cb6aa-e460-4c97-ba1d-d9fd9da561d3": {
"ai_embedding": [
[
{
"node": "a41eac9f-9556-48dd-abf3-511a2b430c67",
"type": "ai_embedding",
"index": 0
}
]
]
},
"06cc6964-01bc-496f-895f-c3277c3cb10e": {
"ai_languageModel": [
[
{
"node": "2f05cc89-7dcf-40bc-a5c2-fd2c5c7cc57c",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"2f05cc89-7dcf-40bc-a5c2-fd2c5c7cc57c": {
"ai_tool": [
[
{
"node": "6493e13d-3e1e-42c0-abef-290a2a236868",
"type": "ai_tool",
"index": 0
}
]
]
},
"e6eba4d9-4770-46e7-af58-233763b12bcc": {
"ai_embedding": [
[
{
"node": "b5c0e689-aaa1-4d69-993e-7bb6b04937db",
"type": "ai_embedding",
"index": 0
}
]
]
},
"e4d2d5e8-318d-4a63-9777-76225842fd88": {
"ai_languageModel": [
[
{
"node": "6493e13d-3e1e-42c0-abef-290a2a236868",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"21ce2f08-255b-49e7-8a28-c7755593e574": {
"ai_document": [
[
{
"node": "a41eac9f-9556-48dd-abf3-511a2b430c67",
"type": "ai_document",
"index": 0
}
]
]
},
"b5c0e689-aaa1-4d69-993e-7bb6b04937db": {
"ai_vectorStore": [
[
{
"node": "2f05cc89-7dcf-40bc-a5c2-fd2c5c7cc57c",
"type": "ai_vectorStore",
"index": 0
}
]
]
},
"0edbd03e-e2fa-41b2-9fdb-c935dd44148d": {
"ai_memory": [
[
{
"node": "6493e13d-3e1e-42c0-abef-290a2a236868",
"type": "ai_memory",
"index": 0
}
]
]
},
"38b9511b-c5bf-47be-abe1-3d6b156e2b50": {
"main": [
[
{
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"type": "main",
"index": 0
}
]
]
},
"af656ce7-169b-4c91-a770-8c488f68911a": {
"ai_textSplitter": [
[
{
"node": "21ce2f08-255b-49e7-8a28-c7755593e574",
"type": "ai_textSplitter",
"index": 0
}
]
]
}
}
}Preguntas frecuentes
¿Cómo usar este flujo de trabajo?
Copie el código de configuración JSON de arriba, cree un nuevo flujo de trabajo en su instancia de n8n y seleccione "Importar desde JSON", pegue la configuración y luego modifique la configuración de credenciales según sea necesario.
¿En qué escenarios es adecuado este flujo de trabajo?
Avanzado - Wiki interno, RAG de IA
¿Es de pago?
Este flujo de trabajo es completamente gratuito, puede importarlo y usarlo directamente. Sin embargo, tenga en cuenta que los servicios de terceros utilizados en el flujo de trabajo (como la API de OpenAI) pueden requerir un pago por su cuenta.
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Información del flujo de trabajo
Nivel de dificultad
Avanzado
Número de nodos19
Categoría2
Tipos de nodos14
Descripción de la dificultad
Autor
Nghia Nguyen
@nghiaaidevI am Nguyen Trung Nghia, a Software Engineer passionate about AI Automation. I build intelligent automation systems that help businesses reduce costs, increase productivity, and scale faster with the power of AI technology.
Enlaces externos
Ver en n8n.io →
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