Guides, product updates and deep-dives on building AI-powered applications with real-time web search.
Build a working MCP web search server in TypeScript — register a Prismfy-backed web_search tool that Claude Desktop and any MCP client can call.
Prismfy Team
April 17, 2026
Add live web search to any LangChain agent with Prismfy — one API key, multi-engine results, and a custom @tool decorator in under 20 lines of Python.
Prismfy Team
April 17, 2026
For agent workflows, synchronous search is easier to reason about than a queue-plus-poll model.
Prismfy Team
April 17, 2026
Before outreach, you usually need only a few facts: what the company does, what changed recently, and whether there is a clear reason to reach out.
Prismfy Team
April 17, 2026
Internal teams waste time answering the same setup questions over and over. A docs-based support bot can handle the repeat questions and leave the edge cases for humans.
Prismfy Team
April 17, 2026
An MCP workflow is only as useful as the tools inside it. If the workflow needs fresh web data, add a search tool instead of expecting the model to guess.
Prismfy Team
April 17, 2026
Not every search question should use the same source. A docs question, a competitor question, and a research question all need different retrieval choices.
Prismfy Team
April 17, 2026
Some questions need more than one source type. A research assistant should look at code, papers, and discussion threads before it answers.
Prismfy Team
April 17, 2026
If you only check competitor sites manually, you will miss the exact changes that matter: pricing edits, new features, and launch announcements.
Prismfy Team
April 17, 2026
RAG works best when the retrieval layer is current. If your knowledge base is stale, your answer is stale too.
Prismfy Team
April 17, 2026
Build a docs-scoped support assistant using Prismfy domain search — with a complete Python example, LLM integration, and guardrails for when docs don't have the answer.
Prismfy Team
April 17, 2026
Step-by-step guide to wiring real-time web search into any AI agent — with working Python code, engine selection tips, and a full agent loop example.
Prismfy Team
April 16, 2026
