Integrate Cognee memory engine with SiliconFlow LLM provider#61

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HeDaas-Code with Copilot wants to merge 25 commits into

copilot/refactor-deepagents-optimizationfrom

copilot/optimize-cognee-memory-system

Commits on Feb 20, 2026

Fix code review issues: API key priority, event loop leaks, unused imports, NPC keyword

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Improve JSON parsing robustness and add raw output logging for debugging

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Configure Cognee to use SiliconFlow as custom LLM provider instead of OpenAI

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Improve error logging in CogneeMemoryManager to show detailed exception info

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Improve Cognee configuration: add timeout, better logging, API key validation

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Fix Cognee LLM configuration: use set_llm_config for complete setup, increase timeout to 120s

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Fix Cognee config: use LLMConfig and EmbeddingConfig classes with SiliconFlow custom provider

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Fix Cognee model names: use SiliconFlow format directly without openai/ prefix

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Fix Cognee config: use environment variables only (compatible with Cognee 0.5.x)

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Commits on Feb 21, 2026