Watch the full session 👉 https://memgraph.com/webinars/graph-context-memgraph-mcp-client-mcp-servers LLMs use tools which are functions that grab extra info. The LLM decides what to use, but the MCP client executes it, like running Cypher queries or page rank algos on the server. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #LLM #Tools #MCPClient #CipherQuery #PageRank #GraphDatabase

Agent skills are text files that help agents solve problems more efficiently and accurately. They contain instructions, scripts, and resources for agents to use. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #AgentSkills #AI #Automation #Efficiency #Memgraph #GraphRAG

Watch the full session 👉 https://memgraph.com/webinars/graphrag-for-devs Graph-Code isn't just for visualizing code as a Graph. It combines graph-based search with Claude Code-style searching. The agent decides the best approach. Surgical code replacement with AST function detection. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #GraphCode #CodeVisualization #CodeQuery #CodeEditing #AST #Claud

Watch full community call 👉🏻 https://www.youtube.com/watch?v=FJ4uuGqYttI Scammers trick you into buying fake products and then ghost you. A single fraudster targets many, making detection crucial. Graphs can reveal the flood of money into their accounts. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #AuthorizedPushPayments #ScamAlert #FinancialFraud #CyberSecurity #FraudDetection #Memgraph

Watch full community call 👉🏻 https://www.youtube.com/watch?v=FJ4uuGqYttI See how a February 2024 collaboration with Memgraph's support team led to a live knowledge graph deployment by April. Open-source flexibility made testing much easier than usual. --- About Memgraph: Memgraph is a high-performance, in-memory graph database that serves as a real-time context engine for scalable AI applications. #KnowledgeGraph #GraphDatabase #OpenSource #Memgraph