Base
Hardened build
minimal ports, security patches applied at build time
GPT Researcher on Ubuntu 24.04 LTS
Azure
Artificial Intelligence (AI)
an autonomous research agent that searches the web and writes you a cited research report
Overview
GPT Researcher is an open source autonomous research agent. You give it a topic or a question and it plans its own set of research questions, searches the web, reads and summarises what it finds across many sources, then writes a long form report with inline citations and a reference list. Reports can be exported as markdown, PDF or Word, and you can keep asking follow up questions against a finished report. It aggregates many sources per run rather than answering from a single page, which is what separates a research report from a search result. GPT Researcher calls an AI provider rather than hosting a model of its own, so it needs no specialist hardware: you supply a key for whichever provider you prefer and keep full control of the model in use and what it costs.
Why the cloudimg image
The cloudimg image is the whole appliance rather than the application alone: the upstream release pinned to an exact source revision so the version never drifts, and a private search engine already running on the machine so web searching works without any search subscription, which is normally a second paid key. It is secure by default rather than open on arrival: upstream ships no sign in at all, and because a single report is many AI calls, an instance left open on a public address could run up real cost for whoever finds it. Instead every launch generates its own username and password on first boot, writes them to a root only file on the machine, and keeps the web front door shut until that lock down has completed and been proved; the web server is built to refuse to start at all if that lock is ever missing. No provider key is ever built into the image; you add exactly one after launch. Every image comes with a step by step deployment guide written and executed against the running product, and 24/7 support from cloudimg.
Common uses
- Produce cited research briefings on infrastructure you control, without sending topics to a third party service
- Give an analyst or consulting team a private agent that gathers and summarises many sources per question
- Automate first draft market, competitor or technical research and export it straight to PDF or Word
See it running
Real screenshots taken while testing this image against its deployment guide.
More in Artificial Intelligence (AI)
ContextForge MCP Gateway - Hardened MCP Proxy
Artificial Intelligence (AI)
ContextForge MCP Gateway is IBM's open-source gateway, registry and proxy for the Model Context Protocol (MCP), the stan...
Crawl4AI
Artificial Intelligence (AI)
This image runs Crawl4AI, a fast, open source web crawler and scraper that converts web pages into clean, LLM-ready Mark...
Dify
Artificial Intelligence (AI)
This image runs Dify, a source-available platform for building and operating LLM applications.
Docling Serve Document Conversion API
Artificial Intelligence (AI)
Docling Serve is the HTTP API service around Docling, an open source toolkit that converts documents into clean, structu...
Evidently ML Observability Platform
Artificial Intelligence (AI)
This image runs Evidently, the open source platform for evaluating, testing and monitoring machine learning, large langu...
Gorse 0.5.11 on Ubuntu 24.04
Artificial Intelligence (AI)
The image installs Gorse as the official single all in one gorse-in-one binary (master, server and worker in one process...