├── .gitignore
├── architecture.png
├── .env
├── setup.sh
├── README.md
├── ai-agents-dev-kit.yml
└── LICENSE


/.gitignore:
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1 | .idea


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/architecture.png:
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https://raw.githubusercontent.com/pavanjava/ai-agents-dev-kit/HEAD/architecture.png


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/.env:
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1 | POSTGRES_USER=root
2 | POSTGRES_PASSWORD=password
3 | POSTGRES_DB=n8n
4 | 
5 | N8N_ENCRYPTION_KEY=s3cr3tk3y
6 | N8N_USER_MANAGEMENT_JWT_SECRET=jwts3cr3t
7 | 
8 | NEO4J_PASSWORD=p@55w0rd


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/setup.sh:
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 1 | #!/bin/bash
 2 | 
 3 | # Step 1: Start the main stack (excluding ollama-init)
 4 | echo "Starting Docker Compose stack (excluding ollama-init)..."
 5 | docker compose -f ai-agents-dev-kit.yml up -d --scale ollama-init=0
 6 | 
 7 | # Step 2: Run ollama-init as a one-off task and wait for completion
 8 | echo "Running ollama-init task..."
 9 | docker compose -f ai-agents-dev-kit.yml run --rm ollama-init
10 | 
11 | # Step 3: Log completion
12 | echo "ollama-init task completed and container removed."


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/README.md:
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 1 | # ai-agents-dev-kit
 2 | This is a self hosting repository for creating AI Agents and AI Agent powered workflows using n8n, qdrant, neo4j, ollama, postgres and redis
 3 | 
 4 | ### Architecture
 5 | ![Arch](architecture.png)
 6 | 
 7 | 
 8 | ### How to run
 9 | - `git clone git@github.com:pavanjava/ai-agents-dev-kit.git`
10 | - `cd <repo>`
11 | - `sh setup.sh`
12 | 
13 | ### What all gets installed as part of devkit?
14 | 
15 | - ✨&nbsp; n8n platform
16 | - ✨&nbsp; Qdrant version 1.13 (latest)
17 | - ✨&nbsp; Neo4j for knowledge graphs
18 | - ✨&nbsp; Ollama with llama3.2: latest installed
19 | - ✨&nbsp; Redis stack for fully function redis cache
20 | - ✨&nbsp; PostgreSQL for maintaining n8n state, data and configuration
21 | 
22 | ### What all you can use this platform for ?
23 | - 🌟&nbsp; Intelligent AI Agents
24 | - 🌟&nbsp; Intelligent Workflow management
25 | - 🌟&nbsp; Intelligent knowledge graph Agents
26 | - 🌟&nbsp; Intelligent RAG pipeline Agents
27 | - 🌟&nbsp; Intelligent social media Agents
28 | - 🌟&nbsp; much more
29 | 


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/ai-agents-dev-kit.yml:
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  1 | volumes:
  2 |   agent_workflow_data:
  3 |   agent_db_data:
  4 |   agent_llm_data: 
  5 |   agent_vector_data:
  6 |   agent_cache_data:
  7 |   agent_neo4j_data:
  8 | 
  9 | networks:
 10 |   aiagent_net:
 11 | 
 12 | x-n8n: &service-n8n
 13 |   image: n8nio/n8n:latest
 14 |   networks: ['aiagent_net']
 15 |   environment:
 16 |     - DB_TYPE=postgresdb
 17 |     - DB_POSTGRESDB_HOST=postgres
 18 |     - DB_POSTGRESDB_USER=${POSTGRES_USER}
 19 |     - DB_POSTGRESDB_PASSWORD=${POSTGRES_PASSWORD}
 20 |     - N8N_DIAGNOSTICS_ENABLED=false
 21 |     - N8N_PERSONALIZATION_ENABLED=false
 22 |     - N8N_ENCRYPTION_KEY
 23 |     - N8N_USER_MANAGEMENT_JWT_SECRET
 24 |   links:
 25 |     - postgres
 26 | 
 27 | services:
 28 |   postgres:
 29 |     image: postgres:16-alpine
 30 |     networks: ['aiagent_net']
 31 |     restart: unless-stopped
 32 |     environment:
 33 |       - POSTGRES_USER
 34 |       - POSTGRES_PASSWORD
 35 |       - POSTGRES_DB
 36 |     volumes:
 37 |       - agent_db_data:/var/lib/postgresql/data
 38 |     healthcheck:
 39 |       test: ['CMD-SHELL', 'pg_isready -h localhost -U ${POSTGRES_USER} -d ${POSTGRES_DB}']
 40 |       interval: 5s
 41 |       timeout: 5s
 42 |       retries: 10
 43 | 
 44 |   n8n:
 45 |     <<: *service-n8n
 46 |     container_name: agent-workflow
 47 |     restart: unless-stopped
 48 |     ports:
 49 |       - 5678:5678
 50 |     volumes:
 51 |       - agent_workflow_data:/home/node/.n8n
 52 |       - ./shared:/data/shared
 53 |     depends_on:
 54 |       postgres:
 55 |         condition: service_healthy
 56 | 
 57 |   qdrant:
 58 |     image: qdrant/qdrant
 59 |     container_name: agent-vector-store
 60 |     networks: ['aiagent_net']
 61 |     restart: unless-stopped
 62 |     ports:
 63 |       - 6333:6333
 64 |     volumes:
 65 |       - agent_vector_data:/qdrant/storage
 66 | 
 67 |   redis:
 68 |     image: redis/redis-stack:latest
 69 |     container_name: agent-cache
 70 |     networks: ['aiagent_net']
 71 |     restart: unless-stopped
 72 |     ports:
 73 |       - 6379:6379
 74 |       - 8001:8001
 75 |     volumes:
 76 |       - agent_cache_data:/data
 77 | 
 78 |   ollama:
 79 |     image: ollama/ollama:latest
 80 |     container_name: agent-llm
 81 |     networks: ['aiagent_net']
 82 |     restart: unless-stopped
 83 |     ports:
 84 |       - 11434:11434
 85 |     volumes:
 86 |       - agent_llm_data:/root/.ollama
 87 | 
 88 |   ollama-init:
 89 |     image: ollama/ollama:latest
 90 |     networks: ['aiagent_net']
 91 |     container_name: agent-llm-init
 92 |     restart: "no"
 93 |     volumes:
 94 |       - agent_llm_data:/root/.ollama
 95 |     entrypoint: /bin/sh
 96 |     command:
 97 |       - "-c"
 98 |       - "sleep 3; OLLAMA_HOST=agent-llm:11434 ollama pull llama3.2"
 99 |     depends_on:
100 |       - ollama
101 | 
102 |   neo4j:
103 |     image: neo4j:5.26-enterprise
104 |     container_name: agent-graph-db
105 |     networks: [ 'aiagent_net' ]
106 |     restart: unless-stopped
107 |     ports:
108 |       - 7474:7474  # HTTP
109 |       - 7687:7687  # Bolt
110 |     environment:
111 |       - NEO4J_AUTH=neo4j/${NEO4J_PASSWORD}
112 |       - NEO4J_ACCEPT_LICENSE_AGREEMENT=yes
113 |       - NEO4J_server_memory_heap_initial__size=1G
114 |       - NEO4J_server_memory_heap_max__size=2G
115 |     volumes:
116 |       - agent_neo4j_data:/data
117 |     healthcheck:
118 |       test: [ "CMD", "wget", "--no-verbose", "--tries=1", "--spider", "http://localhost:7474" ]
119 |       interval: 10s
120 |       timeout: 5s
121 |       retries: 5


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