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georgehe9

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Submissions

Building an Invisible Daemon: Architecture Patterns for Local Developer Tools

cocoindex.io
1 points·by georgehe9·vor 4 Monaten·0 comments

Show HN: CocoIndex-Code open source embedded AST-based code MCP

github.com
2 points·by georgehe9·vor 4 Monaten·1 comments

From Blobs to Managed Context: Why AI Applications Need a Stateful Context Layer

zhihanz.github.io
1 points·by georgehe9·vor 6 Monaten·0 comments

Show HN: CocoIndex – Open-Source Data Engine for Dynamic Context Engineering

github.com
2 points·by georgehe9·vor 7 Monaten·0 comments

Elevating Intelligence via Efficient Model and Tool Orchestration

arxiv.org
5 points·by georgehe9·vor 8 Monaten·0 comments

Lessons learned – 5x throughput on data pipelines with adaptive batching

cocoindex.io
3 points·by georgehe9·vor 8 Monaten·1 comments

comments

georgehe9
·vor 4 Monaten·discuss
[dead]
georgehe9
·vor 8 Monaten·discuss
Hi I’m George, I’d love to share lessons we made optimizing data pipelines with AI / embedding calls for our users, which increased the pipeline throughput 5x. We did adaptive batching - discussed in detail how we did it. Developers still simply process data row-by-row, under the hood we queue requests and batch at the right moments (batching is effectively columnar), so no manual plumbing. Would love your thought.