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    Context Highlights’ web extraction is claimed to be 97% more token-efficient than Codex

    The account introducing the tool says it extracts relevant passages with surrounding context when given a URL and query.

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    TLDR

    The account introducing Context Highlights claims its web extraction for agents is 97% more token-efficient than Codex. It says the tool uses a URL and query to extract relevant passages with surrounding context, arguing that keeping irrelevant text out of an agent’s context window is better than compacting it later.

    Combined views

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    2 Sources, first seen 9h ago

    Combined views

    14.6K

    2 Sources, first seen 9h ago

    63 likes
    9h ago
    first seen 9h ago
    63 likes
    15 comments
    47 saves
    12 reposts

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    15 comments
    47 saves
    12 reposts

    Sentiment

    Positive——Negative

    Summary

    Not enough discussion yet.

    No sentiment analysis available yet.

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    2 Sources

    @getcontextdevIntroducing Context Highlights: web extraction for agents 97% more token-efficient than Codex. Given a URL and a query, it extracts relevant passages with surrounding context to help the agent interpret them. Agents using naive fetch and scrape tools are polluting their context and multiplying costs. Compaction helps, but it's better to keep irrelevant text out of the context window in the first place.
    @ycombinatorRT @getcontextdev: Introducing Context Highlights: web extraction for agents 97% more token-efficient than Codex. Given a URL and a query,…

    2 Sources

    @getcontextdevIntroducing Context Highlights: web extraction for agents 97% more token-efficient than Codex. Given a URL and a query, it extracts relevant passages with surrounding context to help the agent interpret them. Agents using naive fetch and scrape tools are polluting their context and multiplying costs. Compaction helps, but it's better to keep irrelevant text out of the context window in the first place.
    @ycombinatorRT @getcontextdev: Introducing Context Highlights: web extraction for agents 97% more token-efficient than Codex. Given a URL and a query,…