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Graphiti is an open-source framework designed for building and querying temporal context graphs, which track how facts change over time and maintain provenance to source data. Unlike traditional knowledge graphs, Graphiti supports incremental data updates, efficient retrieval, and precise historical queries without requiring complete graph recomputation.

This makes it particularly suitable for developing interactive, context-aware AI applications. Graphiti works best with LLM services that support Structured Output, such as OpenAI, Anthropic, and Gemini, but may result in incorrect output schemas and ingestion failures when used with other services or smaller models.

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