langsearchFree web search and semantic reranking API for AGI applications. Use when you need to perform web searches, retrieve current information from the internet, o...
Install via ClawdBot CLI:
clawdbot install vaibhav1805/langsearchGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://api.langsearch.com/v1/web-searchCalls external URL not in known-safe list
https://langsearch.comAI Analysis
The skill only communicates with its documented official API endpoint (api.langsearch.com) for its stated purpose of web search and semantic reranking. The credential handling is properly documented, and there is no evidence of hidden instructions, credential harvesting, or obfuscation.
Audited Apr 17, 2026 · audit v1.0
Generated Mar 20, 2026
Financial analysts use LangSearch to retrieve the latest market news, company announcements, and economic reports. By setting freshness filters to 'day' or 'week', they ensure their LLM-powered dashboards provide up-to-date insights for investment decisions and risk assessments.
Students leverage LangSearch to gather current academic papers, articles, and data for research projects. The semantic reranking API helps prioritize the most relevant sources, improving the quality of literature reviews and supporting evidence-based arguments in essays and theses.
Support teams integrate LangSearch into RAG pipelines to fetch the latest product updates, troubleshooting guides, and community forums. This enables AI chatbots to provide accurate, real-time answers to customer queries, reducing response times and improving satisfaction.
Marketing professionals use LangSearch to monitor competitor activities, industry trends, and consumer sentiment. By performing multi-query searches, they compile comprehensive reports that inform strategy adjustments and campaign optimizations based on current web data.
Doctors and researchers utilize LangSearch to access the latest medical studies, treatment guidelines, and public health updates. The summary feature condenses complex information, aiding in quick decision-making and keeping practices aligned with recent advancements.
Offer a free tier with limited searches per month to attract developers and small projects, then charge for higher volumes, advanced features like increased reranking limits, and priority support. This model encourages adoption while generating revenue from scaling users.
License LangSearch technology to large corporations for internal use, such as custom RAG systems or proprietary search tools. Provide dedicated API endpoints, enhanced security, and integration support, targeting industries like finance and healthcare with high data needs.
Partner with AI platforms, LLM providers, and no-code tools to embed LangSearch as a default search component. Earn revenue through referral fees, revenue sharing, or bundled service offerings, expanding reach to a broader developer community.
💬 Integration Tip
Start by setting the LANGSEARCH_API_KEY as an environment variable to avoid hardcoding secrets, then test with the basic web search example to verify connectivity before adding semantic reranking for improved accuracy.
Scored Apr 19, 2026
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