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I built Visual Contextual Chat: AI that builds a structured profile as you talk

https://99helpers.com/tools/visual-contextual-chat
1•nickk81•1h ago

Comments

nickk81•1h ago
I built a chat interface that extracts context (locations, budgets, goals, preferences) from natural conversation and visualizes it in a live side panel.

The idea: most AI chat is a flat wall of text. But when you're planning a trip or scoping a project, the structured information matters more than the prose. So instead of burying it in paragraphs, the UI pulls it out and displays it — maps for locations, cards for budgets and preferences.

I recently had another submission here on HN: https://news.ycombinator.com/item?id=47205890

Limits:

- Only supports a pre-defined user profile

- Note that the underlying AI model is simple, to keep costs down, this is about the concept of Visual Contextual Chat.

NATO shot down an Iranian missile over Turkey, said nothing about Article 5

https://medium.com/@lightcapai/a-missile-hit-turkish-soil-nato-said-nothing-about-article-5-that-...
1•IbrisUsta•1m ago•0 comments

Show HN: YourFinanceWORKS – Open-source financial management with AI OCR

1•snowsky•3m ago•0 comments

Show HN: Decima-8 – A deterministic 230KB neuromorphic engine and 1.3MB IDE

https://decima.rulerom.com/
1•intentgarden•3m ago•1 comments

The Loop Is Getting Fast

https://jackhrt.com/p/the-loop-is-getting-very-fast
1•jackhrt•4m ago•0 comments

Sony Pulls Back from PlayStation Games on PC

https://www.bloomberg.com/news/articles/2026-03-04/sony-pulls-back-from-playstation-games-on-pc
2•jsheard•5m ago•0 comments

Questions from a Rust ZK Meetup in Kraków

https://rustarians.com/10-questions-from-a-zk-meetup-in-krakow/
1•adamsmo•5m ago•0 comments

Show HN: Spendtrace, Feature-level AWS cost attribution (found a 17× gap))

https://github.com/Joshyi-Abini/Spendtrace
1•joshyi_ba•5m ago•0 comments

Show HN: TailBar – Tailscale menu bar app for macOS

https://github.com/JungHoonGhae/TailBar
1•lucasghae•6m ago•0 comments

We Wrote a Book: Writing for Developers (Manning Publications)

https://github.com/scynthiadunlop/WritingForDevelopersBook
1•cyndunlop•6m ago•1 comments

Infographics for Computer Fundamentals

https://bytebytego.com/guides/computer-fundamentals/
1•YJ-e•7m ago•0 comments

Show HN: Cicada – Claude Code usage analysis TUI

https://github.com/base-14/cicada
1•rnjn•7m ago•0 comments

Show HN: Quantlix – Runtime enforcement layer for AI systems

https://www.quantlix.ai/
1•jensenjesper•8m ago•0 comments

Downdetector and Speedtest have been sold for over $1B

https://www.engadget.com/cybersecurity/downdetector-and-speedtest-have-been-sold-for-over-1-billi...
2•taubek•8m ago•0 comments

World Cup games in Boston at risk

https://www.nytimes.com/athletic/7084751/2026/03/04/foxboro-fifa-world-cup-row/
1•m4tthumphrey•8m ago•0 comments

MIT-BIH electrocardiogram data: A List of available datasets

https://medium.com/@protobioengineering/mit-bih-electrocardiogram-data-a-list-of-available-datase...
1•teleforce•9m ago•0 comments

The 12-Factor App – 15 Years later. Does it Still Hold Up in 2026?

https://lukasniessen.medium.com/the-12-factor-app-15-years-later-does-it-still-hold-up-in-2026-c8...
1•PaulHoule•9m ago•0 comments

Agent payments have a three-body problem

https://www.sideband.pub/p/agent-payments-have-a-three-body
1•shawnyeager•11m ago•0 comments

The Agentic Data Stack open-source, composable architecture for analytics

https://clickhouse.com/blog/the-agentic-data-stack
1•jamesriso•12m ago•0 comments

Show HN: Captain's Log – Your ship sinks when you stop committing

https://github.com/JungHoonGhae/captains-log
1•lucasghae•12m ago•0 comments

Show HN: Agile died in a Jira board – we replaced sprints with flights

1•hussfelt•13m ago•0 comments

Show HN: Zemlo AI – Logistics signal API, built on chemical plant off-shifts

https://github.com/zemloai-ctrl/zemloai-api
1•zemloai•13m ago•0 comments

Show HN: MontaukOS - Hobbyist OS with a desktop, networking, HTTP, and DOOM

https://github.com/danihamm/MontaukOS
1•danihamm•15m ago•0 comments

Batteries included: how AI will transform the who and how of programming (2023)

https://blog.cloudflare.com/ai-will-transform-programming/
1•jgrahamc•15m ago•0 comments

Building the Future of Coding, OpenCode with Dax Raad [video]

https://www.youtube.com/watch?v=IGsbARhERqc
1•chrsw•16m ago•0 comments

Sensflationism: The Virus Paralysing Founder Confidence

https://aibuilderseries.substack.com/p/sensflationism-the-virus-paralysing
1•seantheviking•16m ago•0 comments

Lunar Distance (Navigation)

https://en.wikipedia.org/wiki/Lunar_distance_(navigation)
1•ZeljkoS•19m ago•0 comments

AAP – An open standard for verifiable AI agent actions (RFC draft)

1•thinklanceai•20m ago•0 comments

Ask HN: What is the state of prompt injection attacks and best practices?

1•logicallee•20m ago•0 comments

NY bill would force manufacturers of devices, OS's and app stores to verify age

https://www.nysenate.gov/legislation/bills/2025/S8102/amendment/A
1•lepuski•21m ago•0 comments

Show HN: Open-source scanner finds 97% of AI agent code non-compliant EU AI Act

1•airblackbox•22m ago•1 comments