Deep Research (my free version)

A web app that researches any topic on the internet and writes a report, using a team of AI agents. It works 100% free: it runs a local model with Ollama and searches with DuckDuckGo, so no paid API keys are needed.

What it does

1. You type a question (for example, "Most popular AI Agent frameworks in 2026").
2. An agent plans which searches to run.
3. The code searches DuckDuckGo and another agent summarizes each result.
4. An agent writes the full report in Markdown.
5. The report is saved in the reports/ folder and, optionally, sent by email.

The orchestration is done in code (research_manager.py): each step is a separate call to an agent, with retries and fallback plans in case the model fails.

Tech stack

• OpenAI Agents SDK (connected to Ollama)
• Ollama with llama3.2
• Gradio for the web interface
• Pydantic for structured outputs
• ddgs for searching DuckDuckGo