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"The following example demonstrates building an agent using LangGraph. Graphiti is used to personalize agent responses based on information learned from prior conversations. Additionally, a database of products is loaded into the Graphiti graph, enabling the agent to speak to these products.\n",
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"\n",
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"The agent implements:\n",
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"- persistance of new chat turns to Graphiti and recall of relevant Facts using the most recent message.\n",
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"- persistence of new chat turns to Graphiti and recall of relevant Facts using the most recent message.\n",
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"- a tool for querying Graphiti for shoe information\n",
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"- an in-memory MemorySaver to maintain agent state.\n",
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"\n",
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