Tool tree
Viet-Anh Nguyen builds and evaluates AI systems under real constraints: hardware, latency, cost, privacy, and security. Measured studies, open-source implementations, and production lessons.
Implementation
gradeNot graded
gradeNot graded
page: Every page
search_contentAnswer
Search Viet Anh Nguyen's blog posts and technical notes on edge AI, computer vision, local/privacy-first LLMs, and AI security. Returns matching articles with title, URL, and summary. Leave the query empty to get the most recent posts.
View tool JSON
{
"name": "search_content",
"kind": "answer",
"impl": "imperative",
"description": "Search Viet Anh Nguyen's blog posts and technical notes on edge AI, computer vision, local/privacy-first LLMs, and AI security. Returns matching articles with title, URL, and summary. Leave the query empty to get the most recent posts.",
"inputSchema": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "Keywords or a topic. Optional."
},
"limit": {
"type": "number",
"description": "Max results (1-20, default 8)."
}
}
},
"page": "/"
}get_postAnswer
Fetch the full Markdown of one of Viet Anh Nguyen's posts or notes. Pass the path from a search result, e.g. "blog/2026-07-05-the-bottleneck-moved-to-review" or "notes/classification-metrics".
View tool JSON
{
"name": "get_post",
"kind": "answer",
"impl": "imperative",
"description": "Fetch the full Markdown of one of Viet Anh Nguyen's posts or notes. Pass the path from a search result, e.g. \"blog/2026-07-05-the-bottleneck-moved-to-review\" or \"notes/classification-metrics\".",
"inputSchema": {
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Content path like \"blog/<slug>\" or \"notes/<slug>\"."
}
},
"required": [
"path"
]
},
"page": "/"
}ask_vietAction
Ask the virtual (AI) version of Viet Anh Nguyen a question about his work, writing, projects (AnyLabeling, EdgeVox, DaisyKit), background, or expertise in edge AI, computer vision, and AI security. Returns a grounded answer with sources.
View tool JSON
{
"name": "ask_viet",
"kind": "act",
"impl": "imperative",
"description": "Ask the virtual (AI) version of Viet Anh Nguyen a question about his work, writing, projects (AnyLabeling, EdgeVox, DaisyKit), background, or expertise in edge AI, computer vision, and AI security. Returns a grounded answer with sources.",
"inputSchema": {
"type": "object",
"properties": {
"question": {
"type": "string",
"description": "A question about Viet Anh or his work."
}
},
"required": [
"question"
]
},
"page": "/"
}