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Draft an architectural design document for an AI knowledge retrieval platform. Include data ingestion pipeline, chunking and embedding service, vector store selection criteria, LLM gateway, and monitoring telemetry.
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Running out of API tokens halts development fast. This curated GitHub repository indexes verified developer free tiers, student grants, and sponsor endpoints totaling over 1.3 billion combined free LLM tokens.

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