First-party integrations for the frameworks and runtimes you're already using.
Drop-in Retriever for any LangChain pipeline.
BaseRetriever subclass for LlamaIndex workflows.
Plug SiftQ into Claude Desktop and any MCP-compatible client.
Give Claude access to live web search.
Import SiftQ via OpenAPI into any custom GPT or Assistant.