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The Graphiti container shipped with docker-compose-graphiti.yml only takes OPENAI_API_KEY and OPEN_AI_SERVER_URL for entity extraction. PentAGI configures many other LLM providers (Anthropic, Google AI, AWS Bedrock, DeepSeek, GLM, Kimi, Qwen) for the main flow, but those credentials are not consumed by Graphiti today. Until that changes, operators need to plan around an OpenAI-compatible endpoint just for the knowledge graph. This commit makes the limitation visible in two surfaces without changing runtime behavior: - README.md: Adds a beta callout at the top of the Knowledge Graph Integration section and a new 'Current Limitations' subsection covering provider scope, fixed model, independent billing, and the lack of an in-app graph explorer. - backend/docs/config.md: Mirrors the beta callout under Graphiti Knowledge Graph Settings and adds a 'Current Limitations (Beta)' subsection with the same constraints, so config-focused readers see the same message. Both notes explicitly point at the simple fallback: leave GRAPHITI_ENABLED=false if the deployment cannot reach an OpenAI-compatible endpoint. Refs #187 Signed-off-by: mason5052 <ehehwnwjs5052@gmail.com>