Build a DSPy RAG pipeline over live web content with KnowledgeSDK. Use BootstrapFewShot and MIPROv2 to automatically optimize retrieval prompts and improve answer quality.
Google ADK's built-in search only covers the public index. Add KnowledgeSDK as a custom FunctionTool to scrape any URL — competitor pages, docs, paywalled content.
Build a production Haystack RAG pipeline with live web scraping. Custom KnowledgeSDKFetcher component, pipeline YAML, and end-to-end Q&A from URL to answer.
Build a stateful web research agent with LangGraph and KnowledgeSDK. Includes checkpointing, conditional routing, and full Python and Node.js code examples.
Add KnowledgeSDK to HuggingFace smolagents in under 20 lines. Custom @tool decorator, CodeAgent setup, and full content scraping vs DuckDuckGoSearchTool snippets.
Google ADK's built-in google_search only searches the public index. Learn how to add KnowledgeSDK as a custom FunctionTool for private URL grounding and competitor monitoring.
Add live web capabilities to Microsoft AutoGen agents. Build a web research agent using AutoGen function calling and KnowledgeSDK's scrape and search endpoints.
Build a 3-agent CrewAI system with web research capabilities. Full working code: Researcher scrapes URLs, Analyst searches the knowledge base, Writer synthesizes.
Build a live web RAG pipeline with LlamaIndex and KnowledgeSDK. Scrape competitor docs, index them, and answer questions—no separate vector DB required.
Install the KnowledgeSDK MCP server to let Claude Desktop and Cursor scrape, search, and extract live web data directly inside your AI tools.
Build n8n workflows that scrape URLs, search your knowledge base, and send results to Slack — all without writing a backend.
Build a Next.js chat app that scrapes URLs and searches knowledge using Vercel AI SDK tool calling and KnowledgeSDK, with full streaming support.
Build a LangChain agent with live web access using knowledgeSDK. Two approaches: knowledgeSDK as a LangChain tool, and adding semantic search for querying scraped content.