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Nagachaitanya Inamdar

Backend Engineer | Exploring AI infrastructure | Learning in Public

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The AI Brain: SageMaker BGE Cross-Encoder Reranking & Sub-100ms Bedrock ConverseStream SSE (Part 4)
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The AI Brain: SageMaker BGE Cross-Encoder Reranking & Sub-100ms Bedrock ConverseStream SSE (Part 4)

#aws #sagemaker #architecture #rag
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6 min read

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The Storage & Hybrid Vault: Dense pgvector + Sparse BM25 + Mathematical Reciprocal Rank Fusion (Part 3)
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The Storage & Hybrid Vault: Dense pgvector + Sparse BM25 + Mathematical Reciprocal Rank Fusion (Part 3)

#database #llm #postgres #rag
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5 min read
The Ingestion Factory: Decoupling Document Uploads with SQS Claim-Check & 100% In-Memory Parsers (Part 2)
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The Ingestion Factory: Decoupling Document Uploads with SQS Claim-Check & 100% In-Memory Parsers (Part 2)

#architecture #aws #java #rag
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4 min read
Beyond Naive RAG: Building an Enterprise-Grade, Near-Zero-Hallucination Architecture on AWS
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Beyond Naive RAG: Building an Enterprise-Grade, Near-Zero-Hallucination Architecture on AWS

#ai #architecture #aws #rag
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3 min read
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