Skip to content

About

A real open AI agent + jev web interface that searches the web and creates research reports

Topics

Resources

Stars

2 stars

Watchers

0 watching

Forks

Repository files navigation

OpenRecurSearch

A real open AI agent + jev web interface that searches the web and creates research reports

Ask a question in the chat. Each research layer and each Jev decision appears there live, with its option probabilities, score and latency. Meanwhile the markdown report streams into the side panel.

Preview

Recursearch Info

view detailed info about Recursearch here

How OpenRecurSearch Works

RecurSearch went layer by layer, using LLM "picker" and "validator" agents to make choices. Those choices are decisions, so this app hands them to Jev, a System One model that returns typed choices instead of generated text. The LLMs only generate.

flowchart TD
    Q([Question]) --> S[Search]
    S --> JS{{"Jev: source"}}
    JS --> A["Agents: 2 follow-ups"]
    A --> JD{{"Jev: duplicate?"}}
    JD --> JP{{"Jev: pick"}}
    JP --> ST[Stats]
    ST --> JC{"Jev: coverage sufficient?"}
    JC -- no --> NQ[Next question]
    NQ --> S
    JC -- "yes / max depth" --> R[["Report agent<br/>(streams markdown)"]]

    classDef jev fill:#ede9fe,stroke:#7c3aed,color:#3b0764;
    classDef agent fill:#e0f2fe,stroke:#0284c7,color:#0c4a6e;
    class JS,JD,JP,JC jev;
    class A,R agent;
Loading

All run state lives inside a single run, so concurrent users never share findings. The original kept findings in module-level globals, which runs shared.

Quick start

Requires Node.js 20.9+.

npm install
cp .env.example .env.local   # then fill in the keys
npm run dev                  # http://localhost:3000

Minimum .env.local:

OPENROUTER_API_KEY=sk-or-...
OPENROUTER_MODEL=openai/gpt-5-mini     # any OpenRouter model id
TAVILY_API_KEY=tvly-...
EXA_API_KEY=                           # optional, for statistics

With only an OpenRouter key, both the agents and Jev work. See .env.example for every option: Jev provider and model, early-stop and duplicate thresholds, depth limits, and whether the UI may override the model.

Example Reports

see ./generatedReports for real reports generated by OpenRecursearch at level 3, using gpt-5-mini + jev

Credits

Based on recursearch project RecurSearch

Author

@jalpp.

About

A real open AI agent + jev web interface that searches the web and creates research reports

Topics

Resources

Stars

2 stars

Watchers

0 watching

Forks

Releases

Packages

Used by

Contributors

Languages