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Structured developer knowledge from technical podcasts, architecture discussions, and coding conversations. Reasoning-rich training data for coding agents.
The original ReadyAI open-source dataset. Structured transcriptions with speaker attribution, topic tags, and semantic metadata.
Entire websites crawled and summarized into structured llms.txt files. Semantic tags, entity extraction, topic classification.
Enhanced metadata extraction across entire websites. Named entities, semantic tags, similar page mapping, cross-page summarization.
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Request Enrichment{
"tool": "readyai_search",
"arguments": {
"query": "kubernetes architecture decisions",
"type": "coding_intelligence",
"limit": 3
}
}{
"results": [
{
"source": "Tech Lead Journal Ep. 142",
"topic": "K8s service mesh selection",
"insight": "Chose Linkerd over Istio for
latency-sensitive workloads...",
"speakers": ["Patrick Debois"],
"confidence": 0.94,
"tags": ["kubernetes", "service-mesh",
"architecture-decision"]
}
]
}