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Ashish Tiwari

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Smart Search with RAG: Elasticsearch Meets Language ModelsGreat International Developer Summit 20242024-04-23
Shows how Elasticsearch becomes a RAG retriever: data chunks (demo uses chunk size 50) go into an index named gs_rag_demo, Elser generates tokens and…
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Monitor Kubernetes cluster with ElasticKCD Mumbai 20232023-06-17
Claims a single, centrally managed observability stack that ingests logs, metrics and traces from EKS/AKS/GKE or self‑managed clusters using an Elastic Agent…
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FlashFill++: Scaling Programming by Example by Cutting to the ChasePOPL 20232023-01-15
FlashFill++ introduces cut functions, guarded DSLs, and middle-out synthesis to scale programming-by-example to a large DSL with date/time and numeric…
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Overwatch: Learning Patterns in Code Edit SequencesOOPSLA 20222022-12-05
Overwatch learns recurring edit sequences from IDE session traces by building fine-grained edit graphs, summarizing them into an edit quotient graph…
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Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based SynthesOOPSLA 20212021-10-17
NLX combines GPT-3 candidates with a component-based synthesizer to turn ambiguous English plus examples into precise code. It targets regexes and CSS…
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Feedback-Driven Semi-supervised Synthesis of Program TransformationsOOPSLA 20202020-11-15
Semi-supervised synthesis combines input-output examples with extra unlabeled inputs (cursor locations and mined candidates) and uses anti-unification modulo…
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