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sagnnik_

@b_sagnnik

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just building fun projects

Joined September 2019
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@b_sagnnik
sagnnik_
5 days
This is what happens when you are jobless😅
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@b_sagnnik
sagnnik_
7 days
Just figured out Docker's MCP Gateway - Dynamic MCP feature. It's pretty clever - instead of executing code directly, it: 1. Creates a new dynamic tool (code-mode-{name}) 2. Gives you a JS sandbox with access to MCP server tools 3. You execute it via mcp-exec Example:
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@b_sagnnik
sagnnik_
11 days
Ollama’s default model eviction unloads way more VRAM than needed, causing unnecessary reloads and slowing everything down. So I wrote a small knapsack-based eviction function that picks the minimal subset of models to offload to free the required VRAM. Optimal eviction → fewer
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@b_sagnnik
sagnnik_
13 days
Learning Celery task queue and compiling my own docs.
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@b_sagnnik
sagnnik_
19 days
Completed the Web Researcher: v1 project with a simple streamlit app checkout the repo: https://t.co/NVyqiY0pT5
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@b_sagnnik
sagnnik_
24 days
Just built my first multi-agent system. The idea was to build a very simple version of deep researcher and test it with models served locally with ollama. Sadly 6gb vram limits my model choices. lets see how deepseek-r1:4b performs.
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