ViktorKuz

4 ms·

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Hi, I'm Viktor.I wasn't a programmer. I didn't build apps. I didn't write code
1 points by ViktorKuz 10mo ago|1 comments
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80.1 % on LoCoMo Long-Term Memory Benchmark with a pure open-source RAG pipeline
1 points by ViktorKuz 10mo ago|0 comments
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Show HN: Change the model. Same output. The pipeline decides. VAC Memory System
1 points by ViktorKuz 10mo ago|0 comments
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My experience learning AI from scratch and why it changed how I see coding
1 points by ViktorKuz 11mo ago|0 comments
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Show HN: VAC Memory – 80.1% LoCoMo accuracy vs. Mem0's 68%(github.com)
2 points by ViktorKuz 11mo ago|0 comments
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by ViktorKuz 11mo ago
Is a non-generative, retrieval-only architecture (excluding LLMs from the search steps) the optimal solution for building highly reliable and cost-effective personal memory systems?
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by ViktorKuz 11mo ago
More and more developers are switching to local LLMs - and the 1 reason is simple: security. Your data never leaves your machine. Zero risk of leaks. Meanwhile, we’ve seen dozens of high-profile incidents with cloud providers dumping privat
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Show HN: MCA-Entity Coverage as a Memory Retrieval Gate(github.com)
1 points by ViktorKuz 11mo ago|1 comments
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by ViktorKuz 11mo ago
true the bottleneck was never "typing code", it was aligning business logic, constraints, and changing requirements. What AI does change is the cost structure: instead of one programmer spending a week, you can spawn 10 parallel a
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They Say AI Will Replace Programmers. I Think AI Will Mass-Produce Them Instead(github.com)
2 points by ViktorKuz 11mo ago|2 comments
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by ViktorKuz 11mo ago
Thanks for the kind words about VAC Memory System! Love what you're doing with ChatIndex - the hierarchical tree approach is really smart! Preserving all raw data while adding semantic navigation layers is an elegant solution. We
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I built an open-weights memory system that reaches 80.1% on the LoCoMo benchmark
2 points by ViktorKuz 11mo ago|2 comments
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80.1 % on LoCoMo Long-Term Memory Benchmark with a pure open-source RAG pipeline
3 points by ViktorKuz 11mo ago|0 comments
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Show HN: Memory System Hitting 80.1% Accuracy on LoCoMo (Built in 4.5 Months)(github.com)
2 points by ViktorKuz 11mo ago|0 comments