llm-grounding
Agent-native multi-provider web search for AI agents (Claude Code, Hermes, DeepSeek Harness, OpenCode, Codex). Model grounding (Responses, ARK) + semantic search (Exa, Parallel) + keyless defaults via MCP, CLI, and DSH plugin.
Python SDK for the OpenSERP multi-engine SERP API - Google, Bing, Yandex, Baidu, DuckDuckGo, and Ecosia results in a single call
Verify LLM output against your source documents. Catch hallucinations in RAG pipelines and agentic workflows before they reach users.
