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DigitalOcean Vector Databases
DigitalOcean Vector Databases Features
Weaviate Features
DigitalOcean Vector Databases Pricing
Weaviate API Errors
Weaviate Pricing
DigitalOcean Vector Databases Availability
Weaviate Availability
DigitalOcean Vector Databases Limits
Weaviate Limits
How to Create Weaviate Clusters
Weaviate Benchmarks
DigitalOcean Vector Databases Quickstart
Vector Search Quickstart
Vector Search Quickstart
Vector Search
Weaviate Quickstart
How to Connect to Weaviate Clusters
Choosing Between OpenSearch, Weaviate, and pgvector
How to Create a DigitalOcean Vector Database Cluster
How to Create a PostgreSQL Vector Database Cluster
How to Tag Weaviate Clusters
How to Destroy a Vector Database Cluster
How to Enable pgvector
How to Create an OpenSearch Vector Database Cluster
How to Rotate Weaviate Cluster Credentials
How to Monitor Weaviate Cluster Performance
How to Create a Vector Index
How to Create a k-NN Index
How to Ingest and Retrieve Data on Managed Weaviate
How DigitalOcean Manages Weaviate Version Upgrades
How to Resize Weaviate Clusters
How to Update and Delete Vectors
How to Update and Delete Vectors
How to Update Weaviate Cluster Configuration
How to Fork a Weaviate Cluster
How to Index Vectors
Best Practices for PostgreSQL Vector Search
How to Index Vectors
Best Practices for OpenSearch Vector Search
How to Restore Weaviate Clusters from Backups
Best Practices for Advanced PostgreSQL Vector Workloads
Best Practices for OpenSearch Hybrid Search
How to Generate and Load Embeddings
How to Register a Remote Embedding Model with ML Commons
How to Destroy Weaviate Clusters
How to Query with Vector Search
Score Normalization Best Practices
How to Query with Vector Search
How to Query with Hybrid Search
k-NN Index Best Practices
How to Query with Hybrid Search
How to Use pgvectorscale with PostgreSQL Vector Search
DigitalOcean Managed Weaviate API Reference
DigitalOcean Knowledge Bases
DigitalOcean Knowledge Bases Features
DigitalOcean Knowledge Bases Pricing
DigitalOcean Knowledge Bases Availability
DigitalOcean Knowledge Bases Limits
Available Embeddings and Reranking Models for DigitalOcean Knowledge Bases
DigitalOcean Knowledge Bases Quickstart
DigitalOcean Gradient™ AI Website Crawler
Chunking Best Practices for DigitalOcean Knowledge Base Indexing
How to Create DigitalOcean Knowledge Bases
How to Destroy DigitalOcean Knowledge Bases
How to Test DigitalOcean Knowledge Bases
How to Edit DigitalOcean Knowledge Bases
How to Manage Data Sources
How to Re-Index or Auto-Index Data Sources
How to View Your Indexing Job Logs
Chunking Parameters
System Instructions Best Practices for DigitalOcean Knowledge Bases
DigitalOcean Knowledge Base Retrieval Best Practices
Test DigitalOcean Knowledge Base Retrieval Using RAG Playground
Test DigitalOcean Knowledge Base Retrieval Using RAG Playground
Inference
Serverless Inference Overview
Inference Features
How to Manage Serverless Inference Prepayment
Inference Pricing
Inference Availability
Inference Limits
Serverless Inference API Endpoints
Available Models for Inference
How to Browse Models in Model Catalog
How to Import Your Own Models (BYOM)
DigitalOcean AI Data Privacy
Test and Compare Models Using the Model Playground
Inference Quickstart
DigitalOcean AI Website Crawler
Use Serverless Inference
How to Retrieve Available Models
How to Use Dedicated Inference
Best Practices for Context Management when Generating Code with AI Agents
How to Use Batch Inference
How to Send Prompts to a Model Using the Chat Completions API
How to Send Prompts to a Model Using the Responses API
How to Use Prompt Caching in Chat Completions and Responses API
How to Use Reasoning with the Chat Completions and Responses API
How to Generate Images from Text Prompts
How to Use Multimodal Inference
How to Use Inference Router
How to Use fal Models to Generate Image, Audio, or Text-to-Speech
How to Convert Text Into Dense Vector Representations
How to Use Claude Code and Other Agentic Workflows with Messages API on DigitalOcean
How to View Serverless Inference Metrics
How to Use Serverless Inference After Updating to Another Model
Inference Support
How to Evaluate Models
How to Use Server-Side Tools
Use Agent Platform
How to Create Agents on DigitalOcean Inference
How to Create and Manage Model Access Keys
How to Use Coding Agents With DigitalOcean
Agent Instructions Best Practices for DigitalOcean Inference
How to Build, Test, and Deploy Agents Using Agent Development Kit
How to Add, Edit, or Delete Partner Provider Keys on DigitalOcean Inference
How to Create and Manage Workspaces on DigitalOcean Inference
How to Use Agents in Your Applications on DigitalOcean Inference
How to Test Agents Using the Agent Playground on DigitalOcean Inference
How to Evaluate Agent Performance on DigitalOcean Inference
How to Create an Evaluation Dataset on DigitalOcean Inference
How to View Agent Metrics and Logs on DigitalOcean Inference
Function Instructions Best Practices for DigitalOcean Inference
How to Route to Multiple Agents on DigitalOcean Inference
How to Route Functions in Agents on DigitalOcean Inference
How to Rollback to a Previous Version of Agents on DigitalOcean Inference
How to Create, Edit, and Destroy DigitalOcean Knowledge Bases on DigitalOcean Inference
How to Attach and Detach DigitalOcean Knowledge Bases on DigitalOcean Inference
How to Attach, Edit, Duplicate, and Destroy Agent Guardrails on DigitalOcean Inference
How to Destroy Agents Using the Control Panel on DigitalOcean Inference
DigitalOcean Evaluations Best Practices
Prompt Writing Best Practices
Serverless Inference Metrics
Quota-Specific Response Headers For Serverless Inference
Effectively Group Agents in Workspaces for DigitalOcean Inference
Agent Evaluation Metrics
Chunking Best Practices for DigitalOcean Knowledge Base Indexing
System Instructions Best Practices for DigitalOcean Knowledge Bases
DigitalOcean Knowledge Base Retrieval Best Practices
Chunking Parameters
Model Support Policy
Test DigitalOcean Knowledge Base Retrieval Using RAG Playground
Test DigitalOcean Knowledge Base Retrieval Using RAG Playground
Agent Inference
Batch Inference
Dedicated Inference
Embeddings
GradientAI Platform
Serverless Inference
Use Agent Development Kit to Build, Test, and Deploy Agents
Cloud Security Posture Management
CSPM Features
CSPM Pricing
CSPM Availability
CSPM Limits
CSPM Quickstart
Rule Types
Findings and Severity
Workloads and Billing
Scans and Results
Suppression Behavior
How to Enable CSPM
How to Run Scans
How to Review Findings
How to Suppress Findings
How to Use Security Advisor
DigitalOcean Security API Reference
Bare Metal GPUs
Bare Metal GPUs vs GPU Droplets
How to Create Bare Metal GPUs
Bare Metal GPU Features
Bare Metal GPUs Pricing
Bare Metal GPUs Availability
Bare Metal GPUs Limits
How to Mount NFS File Shares on Bare Metal GPUs
Network File Storage
Network File Storage Features
Network File Storage Pricing
Network File Storage Availability
Network File Storage Limits
How to Create a Network File Storage Share
Network File Storage Quickstart
How to Delete a Network File Storage Share
How to Mount a Network File Storage Share
How to Resize a Network File Storage Share
How to Create a Network File Storage Snapshot
How to Delete a Network File Storage Snapshot
How to Restore Files From a Network File Storage Snapshot
How to Attach and Detach VPC Networks for a Network File Storage Share
How to Create and Delete Network File Storage Access Points
NFS
NFS Actions
AMD Developer Cloud
Recommended Drivers and Software for AMD Developer GPU Droplets
AMD Developer Cloud GPU Features
AMD Developer Cloud GPU Pricing
AMD Developer Cloud GPU Availability
AMD Developer Cloud Limits
How to Create AMD GPU Droplets
How to Use the Scratch Disk on AMD Developer Cloud GPU Droplets
How to Enable Jumbo Frames on AMD Developer Cloud GPU Droplets
AMD Developer Cloud Credits
Paperspace
Deployments Features
Notebooks Features
Workflows Features
Paperspace Pricing
Paperspace Pricing
Paperspace Pricing
Deployments Availability
Notebooks Availability
Workflows Availability
Deployments Limits
Notebooks Limits
Workflows Limits
How to Manage Paperspace Personal Accounts
How to Upload SSH Keys to Paperspace Personal Accounts
Public Datasets
Deployments Quickstart
Notebooks Quickstart
Storage Architecture
How to Use and Manage Paperspace Secrets
Create a Jupyter Notebook with Templates or Custom Notebooks
How to Manage Paperspace Teams
Storage Types
How to Enable Single Sign-On (SSO) for Paperspace Teams
Create and Run Example Gradient Notebooks with Fast.ia and CLIP-PixelDraw
Deployments Support
Machines Support
Notebooks Support
Workflows Support
Machines Best Practices
How to Create Deployments Using the Paperspace CLI
How to Create a Machine
How to Create Notebooks
Deployment Spec Reference
Environment Variables
Machines Features
How to Manage Workflows with the Paperspace GUI and CLI
Machines Quickstart
Workflow Spec Reference
How to Connect to a Machine
How to Create Datasets for Gradient Workflows
Gradient Actions
Understanding Inputs & Outputs
Paperspace Pricing
Machine States and Error Codes
How to Swap Machines Attached to Notebooks
Use the ML-in-a-Box Template For Machine Learning Applications
How to View Logs for Gradient Deployments
Machines Availability
How to Deactivate a Machine
NVIDIA H100 Reference
How to View Metrics for Gradient Deployments
Autoscaling Configuration for Gradient Deployments
How to Delete Paperspace Deployments
Machines Limits
Machine Types
How to Manage User Access
How to Use Custom Containers in Gradient Workflows
Using YAML for Data Science
Public and Protected Endpoints in Gradient Deployments
How to Fork Notebooks
How to Resize a Machine
How to Connect to the Gradient GitHub App
Health Checks for Gradient Deployments
How to Share Notebooks
How to Transfer Files Between Machines
How to Use the Gradient Model Repository to Manage Models
How to Add a Run on Gradient Badge for Notebooks
How to Create Datasets for Notebooks
How to Use Clipboard Syncing and the Paperspace Password Tool on Windows-Based Machines
How to Mount Datasets in a Gradient Notebook
How to Enable or Disable Auto-shutdown
How to Upload and Download Datasets and Files from Gradient Notebooks
How to Connect S3-Compatible Data Sources to Notebooks
How to Create, Delete, or Migrate a Machine to a Private Network
How to Set Up Storage Providers for Notebooks
How to Manage Storage for Notebooks
How to Assign or Remove a Public IP Address
How to Create, Mount, or Delete a Shared Drive
How to Use Container Images for Paperspace Deployments
How to Take, Revert to, or Delete a Snapshot
How to Use Paperspace Integrations
How to Create or Delete a Custom Template
How to Create or Delete a Virtual Private Network
How to Use Secrets and Environment Variables in Gradient Deployments
How to Enable or Disable Advanced Desktop Streaming Settings
How to Use Custom Containers in Gradient Deployments
How to Enable or Disable NVLink
How to Assign or Unassign a Hostname
How to Deploy Using GitHub Actions with Gradient Deployments
How to Use the Terminal to Access Notebook Machines
How to Connect to Remote Jupyter Kernel
How to Access and Restart Jupyter Kernels
How to Use Custom Containers in Gradient Notebooks
How to View Logs for Gradient Notebooks
How to View Metrics For Gradient Notebooks
How to Use TensorBoard in Notebooks
Deploy a Model to an Endpoint using Gradient
Deployment Basics
Notebook Templates
Set Up Your First Workflow
SnapShooter
SnapShooter Features
SnapShooter Pricing
SnapShooter Availability
SnapShooter Limits
How to Connect DigitalOcean Teams to a SnapShooter Account
SnapShooter SSH IP Address Allowlist
How to Connect Other Cloud Provider Accounts to a SnapShooter Account
SnapShooter Quickstart
SnapShooter Alpha and Beta Tests for Backup Jobs
How to Connect Servers Using SSH
How to Connect Servers Using the SnapShooter Agent
How to Connect Containers Using the SnapShooter Agent
How to Add an Encryption Key
How to Use DigitalOcean Spaces Object Storage with SnapShooter
How to Use Other Storage Providers with SnapShooter
How to Back Up DigitalOcean Droplets with SnapShooter
How to Back Up DigitalOcean Volumes with SnapShooter
How to Back Up DigitalOcean Managed Databases with SnapShooter
How to Back Up Resources on DigitalOcean Kubernetes with SnapShooter
How to Back Up Servers from Other Cloud Providers with SnapShooter
How to Back Up Files with SnapShooter
How to Back Up PostgreSQL Servers with SnapShooter
How to Back Up MySQL Servers with SnapShooter
How to Back Up MongoDB Servers with SnapShooter
SnapShooter Support
How to Back Up WordPress Servers with SnapShooter
How to Back Up Laravel Servers with SnapShooter
How to Add Pre- and Post-Backup Scripts for SnapShooter Backup Jobs
How to Restore Backups
Uptime
How to Create Checks
Uptime Features
How to Edit Checks
Uptime Pricing
Uptime Availability
How to Destroy Checks
Uptime Limits
How to Create Alerts
How to Edit Alerts
How to Destroy Alerts
Uptime Monitoring Quickstart
Uptime API Reference
How to View the Uptime Check Dashboard
App Platform
App Platform Quickstart
Choosing a Plan for Your App Components
An Introduction to App Platform
How to Create Apps in App Platform
How to Clone Apps in App Platform
App Platform Features
How to Deploy from Container Images
Deploy Sample Apps to App Platform
App Platform Pricing
How to Deploy from Monorepos
How to Deploy using GitHub Actions
How to Scale Apps in App Platform
How to Configure Scale to Zero in App Platform
App Platform Availability
App Platform Limits
How to Manage Services in App Platform
App Platform Build System Update Policy
How to Manage Cron Jobs and Deployment Jobs in App Platform
App Platform Maintenance
How to Manage Static Sites in App Platform
App Platform Support
How to Manage Workers in App Platform
How to Manage Functions in App Platform
Manage App Platform Databases
How to Manage Databases in App Platform
How to Store Data in App Platform
How to Connect PostgreSQL to Connection Pools in App Platform
Manage App Platform App Settings
How to Manage Build and Run Commands
How to Use Environment Variables in App Platform
How to Configure Edge Settings in App Platform
How to Change an App's Datacenter Region
How to Configure Maintenance Mode
How to Configure App Termination Settings
How to Archive and Restore an App
How to Upgrade Your App's Stack
How to Upgrade Your NodeJS Buildpack in App Platform
How to Upgrade Buildpacks in App Platform
How to Manage App Server's Time Zone
Manage App Platform Networking
How to Add Static IP Addresses to App Platform Apps
How to Manage Domains in App Platform
How to Configure CORS Policies in App Platform
How to Enable App Platform VPC
How to Set Up Internal Routing in App Platform
How to Rewrite or Redirect URL Paths
How to Configure HTTP/2
Use an External CDN in Front of an App Platform App
Manage App Platform App Observability
How to Set Up and Manage Health Checks
How to View Logs in App Platform
How to Forward Logs in App Platform
How to Create Alerts and Set Up Monitoring in App Platform
How to View Insights in App Platform
How to Manage Deployments in App Platform
How to Access the Console for an App Platform Component
How to Restart or Force Rebuild Your App
How to Update an App's Spec
App Platform Dockerfile Build Reference
How to Manage an App's Source Repository
How to Build Components Locally
How to Add a "Deploy to DigitalOcean" Button to Your Repository
How to Destroy Apps in App Platform
Reference for Dev Config YAML
Reference for App Specification
App Platform Error Code Reference
Sample App for Apt and Go
Go Buildpack on App Platform
Node.js Buildpack on App Platform
PHP Buildpack on App Platform
Python Buildpack on App Platform
Ruby Buildpack on App Platform
Migrate from Heroku to DigitalOcean App Platform
Rust Buildpack on App Platform
Sample App for .NET
Sample App for Rust
.NET Buildpack on App Platform
Bun Buildpack on App Platform
Sample App for Asp .Net using Docker
Sample App for Spring boot using Docker
Sample App for Gin
Legacy Node.js Buildpack on App Platform
Aptfile Buildpack on App Platform
App Platform API Reference
Deploy the Etherpad Collaborative Web Editor to App Platform
Hugo Buildpack on App Platform
Deploy a Sample RSS Reader to App Platform
Sample App for Flask
Sample App for Docker
Sample App for Express.js
Sample App for Go
Sample App for Laravel
Sample App for Next.js
Sample App for Node.js
Sample App for Nuxt.js
Sample App for PHP
Sample App for Python
Sample App for React
Sample App for Ruby
Sample App for Static HTML Assets
Sample App for Gatsby
Sample App for Hugo
Functions
Functions Features
Functions Pricing
Functions Availability
Functions Limits
How to Create Functions
Functions Quickstart
Sample Functions
Serverless Jamstack, Part 1: Deploy a MongoDB Database
How to Develop Functions
Serverless Jamstack, Part 2: Add Serverless Functions to App
How to Configure Functions
How to Schedule Functions
How to Call Long-running Functions Asynchronously
How to Destroy Functions
How to Include Static Files
Serverless Jamstack, Part 3: Connect Serverless Functions to Website
How to Set Custom CORS Headers
How to Create Namespaces to Organize DigitalOcean Functions
How to Manage Namespace Access Keys
How to Destroy Namespaces
How to Structure Projects
How to Forward Logs
How to Deploy Functions to App Platform
Activation Record JSON Structure
HTTP Headers
Parameters and Responses
Project Configuration YAML File
Build Process
Functions Go Runtime
Functions Node.js JavaScript Runtime
Functions PHP Runtime
Functions Python Runtime
Functions API Reference
Snapshots
Snapshots Features
Snapshots Pricing
Snapshots Availability
Snapshots Limits
Snapshots Quickstart
Snapshots Support
How to Create Snapshots of Droplets
How to Create or Restore Droplets from Snapshots
How to Migrate Droplets Using DigitalOcean Snapshots
How to Create Snapshots of Volumes
How to Create Volumes from Snapshots
How to Add Droplet Snapshots to Other Regions
How to Transfer a Droplet Snapshot to a Different Team
How to Delete Snapshots
Snapshots API Reference
DigitalOcean Container Registry
Container Registry Features
Container Registry Pricing
Container Registry Availability
Container Registry Limits
Container Registry Quickstart
Container Registry Support
How to Create a Container Registry
How to Use Your Private DigitalOcean Container Registry with Docker and Kubernetes
How to Free Up Space in Your Container Registry
How to Use CI/CD Systems with Your Container Registry
Enable Push-to-Deploy on DigitalOcean Kubernetes Using GitHub Actions
Container Registries
Container Registry
Marketplace
1-Click Models
DigitalOcean Marketplace Droplet 1-Click Apps
DigitalOcean Marketplace Kubernetes 1-Click Apps
DigitalOcean Marketplace SaaS Add-Ons
1-Click Inference Ready - Multi GPU
1-Click Inference Ready - Single GPU
1Password SCIM bridge
360 Monitoring
3CX
aaPanel
aaPanel LNMP
Acra
AdClaw
Add-Ons
AI Agents
AI Models
AI Tools
Airbyte
Airflow
Akaunting
Alby Hub
Anaconda
Analytics
Ant Media Server Community Edition
Ant Media Server Enterprise
Ant Media Server Enterprise Edition
AnythingMCP
Apache Airflow Blueprint
Apache Kafka
Apache2 on Ubuntu24-04
ApisCP
AppOptics
Appsmith
Appwrite
AresMUSH
ArgoCD
Atm0s Media Stack
authentik
AzuraCast
Baby Buddy
Bagisto
Bitwarden
Blogs and Forums
BlueSky Social PDS
Border0
Budibase
Business Apps
Caligrafy
Campfire
CapRover
Celerp
Celiums Memory AI
Cert-Manager
Chamilo
Chartbrew
Chat
chatwoot
Chevereto
Chevereto-Free
Clever VPN Clustered Server
ClickHouse
Client-side Global Server Load Balancer
Cloudanix
CloudCasa
CloudPanel 2 - Ubuntu 24.04
Cloudron
ClusterControl
Coder
Codex CLI
Codex Universal
Conduktor Console
Coolify
Coreflux MQTT Broker
cPanel & WHM® (License)
cPanel & WHM® for AlmaLinux 9
cPanel & WHM® for Ubuntu
Cron To Go
Crossid
CSI for S3
CTO.ai
CUBITE
Curiosity
CyberPanel
CyberPanel Joomla
cyclops
Data Science
Databases
DBConvert Streams
DeepSeek R1 Distill Llama 8B - Single GPU
DeepSeek R1 Distill Qwen 7B - Single GPU
DeepSparse Inference Runtime
defensia-agent
Developer Tools
Devprime
Discourse
Django
Django + PostgreSQL
Django 3.2 LTS
Django Blueprint
Django-Scikitlearn on Ubuntu24-04
Docker
Docker Agent
Dokku
Doppler
dradis
Draxlr
Droplet NFS Server
EasyHAProxy Ingress Controller
Easypanel
eCommerce
ElasticSearch
eLearning
ELK Blueprint
Email
EmailEngine
Epinio
ERNIE 4.5-21B-A3B-Base - Single GPU
Erxes
FARM
FASTPANEL
Fathom Analytics
Flashphoner Web Call Server
Flask
Flexify.IO Multi-cloud / Migration
Flipt
FlowForge
FlowFuse
Folding@home
Frameworks
FreePBX®
Frigade
Functions
Fundamento
FusionAuth
Gaming
Gel
GenesisDB CE
Ghost
GitLab Enterprise Edition
Golang on Ubuntu24.04
Goose
gopaddle
Grafana
Grafana Loki
Gramps Web
Grok Build
Haltdos Community WAF
Haltdos WAF Pro
HarperDB
HashiCorp Vault
Helpy Pro
Helpy Pro K8s
Hermes Agent
HollaEx Kit
HQbird Firebird v2.5
HQbird Firebird v3.0
HQbird Firebird v4.0
HQbird Firebird v5.0
HumHub
IceWarp
Immich
Infisical
Inngest
InvenTree
IronCache
IronMQ
IronWorker
Ispmanager 6
JAX
JAX 0.4.35
JAX 0.8.2 (ROCm 7.2.4)
Jenkins on ubuntu 24.04
JetBackup License
Jitsi Server
Jupyter Notebook
JupyterLab - AMD MI300x
Kasm Workspaces
Keitaro
Keycloak
Kibana
Knative
Kotal Pro
kube-state-metrics
kubefirst
Kubernetes
Kubernetes Metrics Server
Kubernetes Monitoring Stack
Kubescape operator
KubeSphere
lakeFS
LAMP
Laranode Panel
Laravel
Laravel + MySQL
LaunchWP.io
LEMP
Linkerd
LinuxGSM
Live Helper Chat
Logging
Loggly
Logs & Telemetry
LogStash
ls-k8s-webadc
Magento 2 Open Source
Mainnet Fullnode
MariaDB
Matrix (Synapse backend)
MEAN
Media
Memori
Memphis
MERN
Metabase
Minecraft Forge Edition Server
Minecraft: Java Edition Server
Moesif API Observability and Monetization
MongoDB
Monitoring
moodle
MultiversX Full Observing Squad
MultiversX Observing Squad
MultiversX Testnet Sovereign Chain
MySQL
n8n
NemoClaw (Alpha)
Netdata
NethServer
Netmaker
Network Tools
Nextcloud
NextGenSwitch
NGINX
Nginx on Ubuntu24-04
ngrok Ingress Controller
NgStack
NirvaShare
NKN Commercial
NodeJS
NovoSGA
nPool
Oasis Defender
OctoBot
Odoo ERP
Ollama with Open WebUI
omniedge-supernode
ONLYOFFICE Docs
ONLYOFFICE DocSpace
ONLYOFFICE Workspace
Open Source Social Network
Open WebUI
OpenBoxes Server
OpenCart
OpenClaw
OpenCode
OpenEBS
OpenEBS NFS Provisioner
OpenFaaS Kubernetes
OpenJDK17 on Ubuntu24-04
OpenLIT
OpenLiteSpeed ClassicPress
OpenLiteSpeed Django
OpenLiteSpeed Drupal
OpenLiteSpeed Joomla
OpenLiteSpeed NodeJS
OpenLiteSpeed Rails
OpenLiteSpeed WordPress
OpenPanel
OpenSearch
Opentofu-on-Ubuntu24-04
OpenVPN Access Server
OriginTrail DKG mainnet node
OriginTrail DKG testnet node
Osmosis
Outerbase
Owncast
Pachyderm
Pangolin (CE)
Paper: Minecraft Server
Paralus
Passbolt CE
PasswordLab
PENN (Postgres + Express + Next.js)
Percona Monitoring and Management
Perforce P4 (Helix Core)
PGSync
PhotoPrism
PhpMyAdmin
Pingdom
Pirisubchains Node
Pixie
Plane
Plane (Community Edition)
Plausible Analytics
Plesk
Plesk (AlmaLinux)
Plesk (License)
PocketBase
Postfix
PostgreSQL on Ubuntu24.04
PrestaShop
Prometheus
Publitio
PyTorch
PyTorch (ROCm7)
PyTorch 2.10.0 (ROCm 7.2.4)
PyTorch 2.10.0 (ROCm 7.2)
PyTorch 2.5.1
QloApps
QuantRocket
QuestDB
R-programming-on-ubuntu-24.04
RabbitMQ
RackWare Cloud Migration
Redis on Ubuntu24.04
Resoto
Restyaboard
Restyaboard (CentOS)
RethinkDB
RingQ
ROCm™ 7 Software
ROCm™ 7.1 Software
ROCm™ 7.14 Software
ROCm™ 7.2 Software
ROCm™ 7.2.4
ROCm™ Software
RStudio
RStudio Kubernetes
Ruby on Rails
RunCloud-20.04
RunCloud-24.04 (NGINX, MariaDB)
RunCloud-24.04 (NGINX, MySQL)
RunCloud-24.04 (OLS, MariaDB)
RunCloud-24.04 (OLS, MySQL)
Saltcorn
Sandfly Security
Scout Monitoring
SearchAI
SearchBlox Enterprise Search
Security
support@programmerhat.com
Semaphore
ServerWand
SFTP To Go
SGLang
SGLang (ROCm7)
SGLang 0.4.6
SGLang 0.5.14 (ROCm 7.2.4)
SGLang 0.5.9
Shiny Kubernetes
ShinyProxy
SigNoz
Simple Observability
SimpleBackups
SnapShooter
Sparrow-Community-Edition
SpinupWP
SPR
SRS
Stacks Blockchain
Status List
Statusnook
Storage
Strapi
StreamAbyss Kafka
Supabase
SuperPlane
SVNPlus
Swarm Lightnode
SWPanel
Teleport
Temporal
ThePlanMinder PostgreSQL
ThingsBoard Professional Edition
ThorMail
Traccar
Traefik Proxy
TrilioVault for Kubernetes
twigs
TypeScript on ubuntu 24.04
Ubuntu Desktop (GNOME)
UH VPN
Unsloth Studio (ROCm 7.2.4)
Uptime
UTunnel VPN
Vagrant
Valkey
Varnish Cache
VictoriaLogs Single
VictoriaMetrics Cluster
VictoriaMetrics Single
Vijil Dome
Virola Messenger
VitalPBX
vLLM
vLLM (ROCm7)
vLLM 0.17.1
vLLM 0.23.0
vLLM 0.23.0 (ROCm 7.2.4)
vLLM 0.8.5
Vodia Analytics Server
Vodia Monitor
Vodia Multi-tenant Cloud PBX
Vodia PBX Prepaid Offer
Vodia Wallboards Server
VPN Server
VS Code Server
WarpSpeed VPN
WGDashboard
WHMCS
Wiki.js
WordPress
WordPress + MySQL
WordPress-WooCommerce
Workflow Server 3
WP Guardian
WP Squared
WP Squared (License)
wpcontroller
Xitoring
xplex
xrDebug
Yacht
Yeastar P-Series Phone System
Z-Stream
Zabbix server
Zabbix Server 6.4
ZeroClaw
ZesleCP
Zulip
One-Click Applications Deprecated Before October 2018
Managed Databases
How to Create Valkey Clusters
Valkey Features
OpenSearch Features
Kafka Features
Migration Strategies
MongoDB Features
MySQL Features
PostgreSQL Features
Valkey Pricing
OpenSearch Pricing
Kafka Pricing
Sort Buffer Size on MySQL
MongoDB Pricing
MySQL Pricing
PostgreSQL Pricing
Valkey Availability
OpenSearch Availability
Kafka Availability
MongoDB Availability
MySQL Availability
PostgreSQL Availability
Valkey Limits
OpenSearch Limits
Kafka Limits
MongoDB Limits
MySQL Limits
PostgreSQL Limits
How to Connect to Valkey Database Clusters
Valkey Quickstart
OpenSearch Quickstart
Kafka Quickstart
MongoDB Quickstart
MySQL Quickstart
PostgreSQL Quickstart
How to Secure Valkey Managed Database Clusters
How to Migrate Valkey Databases
How to Schedule Automatic Software Updates for Valkey Database Clusters
How to Choose Eviction Policies on Valkey Database Clusters
How to Tag Valkey Database Clusters
How to Add Standby Nodes to Valkey Database Clusters
How to Configure Custom CNAME Records for Valkey Clusters
How to Set Up Valkey Cluster Monitoring Alerts
How to Relocate Database Clusters
How to Resize Valkey Database Clusters
How to Destroy Valkey Database Clusters
OpenSearch Support
MongoDB Support
MySQL Support
PostgreSQL Support
How to Create OpenSearch Clusters
How to Forward Logs to OpenSearch Clusters
How to Create Kafka Clusters
How to Create MongoDB Database Clusters
How to Create MySQL Database Clusters
How to Create PostgreSQL Database Clusters
How to Create MySQL Advanced Edition Clusters
How to Create PostgreSQL Advanced Edition Clusters
How to Resize MongoDB Database Clusters
How to Connect to OpenSearch Database Clusters
How to Connect to Kafka Clusters
How to Connect to MongoDB Database Clusters
How to Connect to MySQL Database Clusters
How to Connect to PostgreSQL Database Clusters
How to Resize OpenSearch Clusters
How to Create Kafka Topics
How to Resize Kafka Clusters
How to Resize MySQL Database Clusters
How to Resize PostgreSQL Database Clusters
How to Import MySQL Databases into DigitalOcean Managed Databases
How to Import PostgreSQL Databases into DigitalOcean Managed Databases with pg_dump
How to Secure OpenSearch Managed Database Clusters
How to Secure Kafka Managed Clusters
How to Import and Export MongoDB Data
How to Secure MongoDB Managed Database Clusters
How to Secure MySQL Managed Database Clusters
How to Secure PostgreSQL Managed Database Clusters
How to Migrate Elasticsearch Databases to DigitalOcean OpenSearch
How to Migrate PostgreSQL Databases to DigitalOcean Using Continuous Migration
How to Migrate MySQL Databases
How to Migrate from Managed to Self-Managed MySQL
How to Migrate from Managed to Self-Managed PostgreSQL
How to Schedule Automatic Software Updates for OpenSearch Clusters
How to Schedule Automatic Software Updates for Kafka Clusters
How to Schedule Automatic Software Updates for MySQL Database Clusters
How to Schedule Automatic Software Updates for PostgreSQL Database Clusters
How to Reindex OpenSearch Data for a Newer Version
How to Manage OpenSearch Users
How to Manage Kafka Users in a Database Cluster
How to Schedule Automatic Software Updates for MongoDB Database Clusters
How to Manage MySQL Users and Databases in a Database Cluster
How to Manage PostgreSQL Users and Databases in a Database Cluster
How to Tag MongoDB Database Clusters
How to Modify User Privileges in MySQL Databases
How to Modify User Privileges in PostgreSQL Databases
How to Monitor Valkey Database Performance
How to Monitor Kafka Database Performance
How to Manage MongoDB Users and Databases in a Database Cluster
How to Monitor MySQL Database Performance
How to Monitor PostgreSQL Database Performance
How to Upgrade MongoDB Database Clusters
How to Add Standby Nodes to MySQL Database Clusters
How to Add Standby Nodes to PostgreSQL Database Clusters
How to Add Standby Nodes to MongoDB Database Clusters
How to Add Read-Only Nodes to MySQL Database Clusters
How to Add Read-Only Nodes to PostgreSQL Database Clusters
How to Monitor OpenSearch Database Cluster Performance
How to Manage Connection Pools for PostgreSQL Database Clusters
How to Set Up OpenSearch Cluster Monitoring Alerts
How to Set Up Kafka Cluster Monitoring Alerts
How to Monitor MongoDB Database Cluster Performance
How to Set Up MySQL Cluster Monitoring Alerts
How to Set Up PostgreSQL Cluster Monitoring Alerts
How to Relocate Database Clusters
How to Relocate Database Clusters
How to Relocate Database Clusters
How to Configure Custom CNAME Records for MySQL Clusters
How to Configure Custom CNAME Records for PostgreSQL Clusters
How to Forward Logs from a Valkey Cluster
How to Fork an OpenSearch Database Cluster
How to Forward Logs from a Kafka Cluster
How to Forward Logs from a MongoDB Cluster
How to Forward Logs from a MySQL Cluster
How to Forward Logs from a PostgreSQL Cluster
How to Fork a MySQL Database Cluster
How to Fork a PostgreSQL Database Cluster
How to Manually Restore OpenSearch Database Clusters from Backups
How to Set Up MongoDB Cluster Monitoring Alerts
How to Manually Restore MySQL Database Clusters from Backups
How to Manually Restore PostgreSQL Database Clusters from Backups
How to Enable Schema Registry on Kafka Clusters
How to Destroy OpenSearch Clusters
How to Destroy Kafka Clusters
How to Destroy MySQL Database Clusters
How to Destroy PostgreSQL Database Clusters
How to Fork a Valkey Database Cluster
How to Fork a MongoDB Database Cluster
How to Tag PostgreSQL Database Clusters
How to Set Global SQL Mode on MySQL Clusters
How to Tag Kafka Clusters
How to Tag OpenSearch Clusters
How to Upgrade PostgreSQL to a New Version
How to Tag MySQL Database Clusters
How to Reconfigure Kafka Database Clusters
How to Reconfigure MongoDB Database Clusters
How to Reconfigure OpenSearch Database Clusters
How to Reconfigure MySQL Database Clusters
How to Reconfigure PostgreSQL Database Clusters
How to Reconfigure Valkey Database Clusters
How to Manually Restore MongoDB Database Clusters from Backups
How to Create Primary Keys for MySQL Database Tables
How to Destroy MongoDB Database Clusters
Supported OpenSearch Plugins
Types of Cluster Notifications
Types of Cluster Notifications
Types of Cluster Notifications
Types of Cluster Notifications
Supported PostgreSQL Extensions
Best Practices
Best Practices
Best Practices
Best Practices
Best Practices
Best Practices
Types of Cluster Notifications
Optimize Shared Buffers
Shared Responsibility Model
Shared Responsibility Model
Shared Responsibility Model
Shared Responsibility Model
Shared Responsibility Model
Shared Responsibility Model
Migration Strategies
Migration Strategies
Valkey API Reference
OpenSearch API Reference
Kafka API Reference
Types of Cluster Notifications
MongoDB API Reference
Memory Usage for Valkey Database Clusters
MySQL API Reference
PostgreSQL API Reference
DigitalOcean Kubernetes
Kubernetes Features
Kubernetes Pricing
Kubernetes Availability
Kubernetes Limits
How to Create Kubernetes Clusters
Kubernetes Quickstart
How to Connect to a DigitalOcean Kubernetes Cluster
How to Add Node Pools to a Cluster
How to Enable Cluster Autoscaler for a DigitalOcean Kubernetes Cluster
How to Configure Networking for Multi-Node GPU Worker Nodes
How to Manage Kubernetes 1-Click Applications
How to Destroy DigitalOcean Kubernetes Clusters
How to Enable High Availability
How to Integrate with a DigitalOcean Container Registry
How to Add Volumes to Kubernetes Clusters
How to Delete Volumes from Kubernetes Clusters
How to Restore Volumes from Snapshots in Kubernetes Clusters
How to Use NFS Storage with Kubernetes Clusters
How to Import a DigitalOcean Snapshot into a Kubernetes Cluster
How to Create Volume Snapshots in Kubernetes Clusters
How to Add Load Balancers to Kubernetes Clusters
How to Configure Advanced Load Balancer Settings in Kubernetes Clusters
Kubernetes Support
How to Migrate Load Balancers
How to Delete Load Balancers from Kubernetes Clusters
How to Use Gateway API to Route Traffic in Kubernetes Clusters
How to Use the Routing Agent in Kubernetes Clusters
How to Use Spaces With Kubernetes Clusters
How to Use the Node Readiness Controller in DOKS
How to Customize CoreDNS for Kubernetes Clusters
How to Configure CoreDNS Autoscaling for DigitalOcean Kubernetes
How to Enable Push-to-Deploy on DigitalOcean Kubernetes Using GitHub Actions
How to View Basic Performance Metrics for Nodes in DigitalOcean Kubernetes Clusters
How to Use Cilium Hubble for Network Visibility and Security of Kubernetes Clusters
How to Monitor Advanced Metrics for Kubernetes Pod Deployment Progress and Availability
How to Forward Logs to Managed OpenSearch Database
DOKS Operational Readiness, Part 1: Install the NGINX Ingress Controller
How to Upgrade DOKS Clusters to Newer Versions
How to Configure Automatic Node Remediation for DigitalOcean Kubernetes Clusters
How to Add a Control Plane Firewall
How to Configure Single Sign-On for Kubernetes Clusters
DOKS Operational Readiness, Part 2: Enable HTTPS
DOKS Operational Readiness, Part 3: Configure Wildcard Certificates
Choosing the Right Kubernetes Plan
Kubernetes Best Practices
The Managed Elements of DigitalOcean Kubernetes
GPU Worker Nodes
DigitalOcean Kubernetes Security Information
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1.23.9-do.0
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1.22.11-do.0
1.21.11-do.1
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Build and Deploy Your First Image to Your First Cluster
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Autoscale Cluster With Horizontal Pod Autoscaling
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DigitalOcean Kubernetes Supported Releases
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DigitalOcean Volumes Block Storage Features
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1.13.5-do.2
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1.13.5-do.1
1.11.9-do.0
1.13.5-do.0
DigitalOcean Kubernetes API Reference
How to Set RoleBindings for Custom Roles
Custom Images
Custom Images Features
Custom Images Pricing
Custom Images Availability
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Custom Images Quickstart
How to Upload Custom Images
How to Add Custom Images to Additional Regions
How to Delete Custom Images
Custom Images API Reference
How to Create Droplets from Custom Images
Projects
Projects Features
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Projects Availability
Projects Limits
Projects Quickstart
How to Create Projects
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How to Delete Projects
Project Resources
Projects
Monitoring
How to Install the DigitalOcean Metrics Agent
How to Install the DigitalOcean Metrics Agent Using the Metrics Agent Repository
How to Uninstall the DigitalOcean Metrics Agent
How to Create, Edit, and Delete Resource Alerts
How to Upgrade Your Legacy Metrics Agent
Monitoring Support
Monitoring Features
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Monitoring Quickstart
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Monitoring API Reference
Droplet Metrics
GPU Metrics
Networking
VPC Features
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VPC Support
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How to Create a VPC
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How to Destroy a VPC
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How to Manage Regional Load Balancers
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How to Enable VPC Networking on Existing Droplets
How to Set a Default VPC
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How to Use the VPC-local DNS Resolver
How to Configure SSL Passthrough
How to Destroy Load Balancers
How to Balance TCP Traffic
How to Create a VPC Peering
How to Add a Subdomain to Your Domain
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How to Update Routes to Enable VPC Peering
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How to Configure DOKS for NAT Gateway
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How to Troubleshoot a Partner Attachment
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Best Practices for Performance on DigitalOcean Load Balancers
How to Plan Your Custom VPC Network
Use VPC Networks to Secure Your Servers and Other Best Practices
VPC NAT Gateways
VPC Peerings
VPCs
Cloud Firewalls API Reference
BYOIP Prefixes
Certificates
How to Configure SSL Termination
Domain Records
Domains
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How to Work with DigitalOcean Load Balancers Using doctl
Point to DigitalOcean Name Servers From Common Domain Registrars
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How to Transfer Files to Droplets With FileZilla
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How to Rebuild Droplets
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Droplet Policies
How to Destroy a Droplet from the DigitalOcean Control Panel
Live Migrations
How to Create GPU Droplets
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How to Enable GPU Metrics on GPU Droplets with DCGM
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How to Create SSH Keys with OpenSSH on macOS or Linux
How to Switch to Internal Kernel Management with the DigitalOcean GrubLoader Kernel
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How to Create SSH Keys with PuTTY on Windows
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How to Configure Multi-Node GPU Droplets
How to Recover Data from Droplets with the Recovery ISO
How to Recover Access to Droplets using the Recovery Console
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Droplets
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Images
Spaces Object Storage
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How to Migrate DigitalOcean Spaces Buckets Using Flexify.IO
How to Transfer DigitalOcean Spaces Buckets Between Regions Using Rclone
How to Upload, Download, and Delete Files
How to Organize Files in Folders
How to Share Links to Files
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How to Set File Metadata
How to Enable the DigitalOcean Spaces CDN
How to Manage the DigitalOcean Spaces CDN Cache
How to Configure DigitalOcean Spaces Access Logs
How to Configure DigitalOcean Spaces Versioning
How to Configure Bucket Policies
How to Configure Lifecycle Rules
How to Configure Cross-Origin Resource Sharing
Spaces S3 Compatibility
Spaces Performance Best Practices
Set Up s3cmd 2.x with DigitalOcean Spaces
Examples of s3cmd 2.x Usage with DigitalOcean Spaces
Use DigitalOcean Spaces with AWS S3 SDKs
Configure DigitalOcean Spaces as a Terraform Remote State Backend
Use Transmit 4 for macOS with DigitalOcean Spaces
Use Transmit 5 for macOS with DigitalOcean Spaces
Using Cyberduck 6.2.x for Windows and macOS with DigitalOcean Spaces
CDN Endpoints
Spaces Keys
## What is Product Home – DigitalOcean Documentation's llms.txt?
Product Home – DigitalOcean Documentation publishes an `/llms.txt` file that provides AI systems with a structured index of its documentation. It follows the [llms.txt specification](https://llmstxt.org), organizing links to guides, API references, and tutorials under section headings so that LLMs like ChatGPT, Claude, and Gemini can quickly understand what Product Home – DigitalOcean Documentation offers and where to find details.
Pass
Spec
25
Sections
1760
Links
401.7 KB
Size
~102.7k
Tokens
Sections: DigitalOcean Vector Databases · DigitalOcean Knowledge Bases · Inference · Cloud Security Posture Management · Bare Metal GPUs · Network File Storage · and 19 more
## Add Product Home – DigitalOcean Documentation Docs to Your AI Assistant
Select your tool to see how to add Product Home – DigitalOcean Documentation's llms.txt as a documentation source.
Cursor
Windsurf
Claude Code
ChatGPT
Zed
Copilot
1. 1
Open any chat or composer panel
2. 2
Type @Docs and select "Add new doc"
3. 3
Paste the URL: https://www.digitalocean.com/llms.txt
4. 4
Wait for the green dot (indexing complete)
5. 5
Reference @Docs in chat when asking about Product Home – DigitalOcean Documentation
Cursor crawls the URL and indexes all subpages. Add a trailing slash to index child pages too.
## Spec Compliance 4 notes
## Frequently Asked Questions
Where is Product Home – DigitalOcean Documentation's llms.txt file?
Product Home – DigitalOcean Documentation publishes its llms.txt at https://www.digitalocean.com/llms.txt. This file provides a structured, markdown-formatted index of Product Home – DigitalOcean Documentation's documentation that AI systems can consume to understand the project's APIs, guides, and references.
How do I use Product Home – DigitalOcean Documentation's llms.txt with AI coding assistants?
Copy the llms.txt content and paste it into your AI assistant (Cursor, Windsurf, Claude, ChatGPT) as context. This gives the AI an accurate map of Product Home – DigitalOcean Documentation's documentation so it can provide better code suggestions and answers about Product Home – DigitalOcean Documentation.
What does Product Home – DigitalOcean Documentation's llms.txt contain?
Product Home – DigitalOcean Documentation's llms.txt contains 25 sections and 1760 documentation links in 401.7 KB (~102.7k tokens). Key sections include DigitalOcean Vector Databases, DigitalOcean Knowledge Bases, Inference, Cloud Security Posture Management, Bare Metal GPUs, Network File Storage.
How many tokens does Product Home – DigitalOcean Documentation's llms.txt use?
The concise llms.txt index is approximately 102.7k tokens (401.7 KB). Most AI assistants can fit this within their context window. For the full expanded documentation, look for an llms-full.txt variant which embeds all content inline.
What is Product Home – DigitalOcean Documentation?
Information on DigitalOcean product features, pricing, availability, and limits; how to use products from the control panel; how to manage your account, teams, and billing; and platform details, release notes, and product policies.. Product Home – DigitalOcean Documentation's llms.txt file helps AI systems understand this by providing a structured overview of its documentation, making it easier for developers to get accurate AI-assisted help when working with Product Home – DigitalOcean Documentation.
Can I generate an llms.txt for my own project?
Yes. Use the free llms.txt generator at mdream.dev/tools/llms-txt/generator to crawl your site and produce a spec-compliant llms.txt file. You can also validate existing files with the llms.txt validator.
## Browse More llms.txt Files
[Mailchimp - Complete Web Content Analysis Comprehensive analysis and documentation of web content](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/mailchimp-complete-web-content-analysis) [WireMock WireMock is a flexible API mocking tool for fast, robust and comprehensive testing.](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/wiremock) [Monterail Monterail is a full-service AI-assisted software development company. We deliver custom web and mobile applications for fintech, proptech, healthtech, and eCommerce. Since 2010, we've completed 900+ projects globally.](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/monterail) [Tuleap Tuleap, all-in-one tool for Agile Management and Software Development](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/tuleap) [LLMs.txt - Sitemap for AI content discovery Error Tracking Software for JavaScript, PHP, Ruby, Python and more](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/llms-txt-sitemap-for-ai-content-discovery) [BulkPicTools - Professional Image Toolset**Privacy-focused, browser-based batch image processing.**](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/bulkpictools-professional-image-toolset) [Livestorm | All-in-one Webinar Software for Marketing Teams The all-in-one webinar platform for marketing teams: run branded events, capture engagement insights, and sync data to your CRM to prove ROI - enhanced with AI.](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/livestorm-all-in-one-webinar-software-for-marketing-teams) [ToolsHref Free Developer Utilities](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt/toolshref)
[View all 99 projects ](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/llms-txt)
## Related Tools
[llms.txt Generator
Generate an llms.txt for your own project.](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/tools/llms-txt/generator) [llms.txt Validator
Validate your llms.txt against the official spec.](https://mdream.dev/llms-txt/product-home-digitalocean-documentation/tools/llms-txt/validator)
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