About Desearch

    The web changes.
    Your agents should keep up.

    We connect AI agents to the information they need. Desearch finds current sources and turns web pages into readable context, so your application can work with what is happening now.

    Meet the team Read the docs
    Illustrative flow
    A question from your agent

    “What changed in the latest release?”

    Release notes

    What changed
    [a]

    Documentation

    How it works
    [b]

    Articles & discussions

    The wider context
    [c]

    Information across the web

    desearch

    Find sources.
    Bring back context.

    Context for your agent

    A source. A useful passage.
    A way to verify it.

    [a]

    Project release notes

    This release adds retry controls for failed requests.
    [b]

    Integration guide

    Setup instructions for the new retry options.

    Ready to read, compare, or cite

    Your question goes in. Relevant sources and readable content come back.
    Your agent decides what to do next.

    Why Desearch

    AI knows a lot.
    The web keeps moving.

    When a question depends on something that just changed, your agent has to go and find it, and bring back the source so you can check the answer.

    Desearch handles that step. Send a question to find sources, or a URL to read a page, through the API, an SDK, or MCP.

    See how we measure quality

    Team

    Founded by two builders.
    Powered by the Bittensor community.

    Giga Chkhikvadze and Mirian Okradze have built products together since 2020, at VOBI, Kvalifika, and L3vels, before co-founding Desearch.

    Giga Chkhikvadze

    Co-founder · CEO

    Giga Chkhikvadze

    Serial founder. Co-founded Kvalifika, an AI identity-verification startup, and L3vels, the team behind the open-source L3AGI agent framework. Berkeley SkyDeck, Fall 2020.

    Mirian Okradze

    Co-founder · CTO

    Mirian Okradze

    Software engineer focused on AI search and agents. Co-founded the open-source L3AGI project and previously built products at Redberry, Kvalifika, and VOBI.

    Built with the Bittensor community

    An open network does the search work.

    To use it, you only need an API key. No crypto wallet or node.

    Run a miner Network code
    Subnet owner
    Desearch runs Subnet 22: the API, the scoring rules, and the open-source code.
    Miners
    Independent operators run the search infrastructure and compete on result quality.
    Validators
    They score what miners return. Better answers earn a larger share of rewards.

    Build with Desearch

    Give your agent a place to start.

    Get an API key and try it with a question from your own workflow.

    Start building Read the docs
    Talk to the team Join us on Discord

    SOC 2 Type II report under NDA, GDPR, DPA, and zero data retention on request. Security details