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Show HN: I built an conversational agent with RAG and Vector Search

https://orchis.app
2•denizhdzh•2h ago
I’ve been building an embeddable AI agent that turns any website into an interactive, context-aware experience.

Unlike typical FAQ bots or generic chat assistants, this one doesn’t just read your PDFs or docs, it also learns from how visitors interact with your site and adapts its responses, recommendations, or offers accordingly.

Technically: • Runs fully client-side (no external API calls or backend dependencies) • Uses RAG pipelines to reference your own PDFs, documentation, or content base • Employs local embeddings to personalize context and answers per visitor session • Supports custom styling and can be embedded anywhere on the page

Early results (from SaaS testers): • +25–30% increase in trial signups • ~20% drop in support tickets • Self-serve setup in under 2 minutes

I’d love technical feedback, especially around how it handles embeddings, on-site personalization logic, or UX flow. Happy to share implementation details or discuss architecture trade-offs.

PolyForm Noncommercial 2.0.0-Pre.1

https://writing.kemitchell.com/2025/11/04/PolyForm-Noncommercial-2.0.0-pre.1
1•feross•2m ago•0 comments

AI Energy Score

https://huggingface.github.io/AIEnergyScore/
1•doener•4m ago•0 comments

Exploring the Browser Rendering Process

https://abhisaha.com/blog/exploring-browser-rendering-process/
1•ravenical•4m ago•0 comments

Show HN: JermCAD – A YAML-powered, vibe-coded, browser-based CAD software

https://github.com/jeremyaboyd/jerm-cad
1•jermaustin1•5m ago•0 comments

Findings from DX's 2025 AI won't save you from your engineering culture

https://blog.robbowley.net/2025/11/05/findings-from-dxs-2025-report-ai-wont-save-you-from-your-en...
1•speckx•6m ago•0 comments

Show HN: I was in a boring meeting so I made an encyclopedia

https://encyclopedai.stavros.io
1•stavros•7m ago•0 comments

The AI Ick

https://stackoverflow.blog/2025/11/05/the-ai-ick/
1•quapster•8m ago•0 comments

Recursive macros in C, demystified (once the ugly crying stops)

https://h4x0r.org/big-mac-ro-attack/
2•todsacerdoti•9m ago•0 comments

The DNS Misconfiguration That Brought Down Amazon's Cloud

https://itsyndicate.org/blog/how-a-single-dns-flaw-broke-amazons-cloud/
2•cSkyHawk•9m ago•0 comments

Show HN: I built an AI SuperConnector for founders and VCs

https://www.vance.so/
2•yednap868•10m ago•1 comments

Nana Banana version 2 – Gempix2

https://gempix2ai.io
1•sinpor1•11m ago•0 comments

Launching SVG Spark – Free, Client‑Side SVG to PNG/JPG/GIF/WebP, with AI

https://svgtopng.app/
2•sunshiney0992•12m ago•1 comments

The Drift Principle: why systems get worse even when they're "working"

1•realitydrift•13m ago•0 comments

Global stock markets fall sharply over AI bubble fears

https://www.theguardian.com/business/2025/nov/05/global-stock-markets-fall-sharply-over-ai-bubble...
2•rob74•13m ago•0 comments

Honor has a wild idea for getting steady smartphone shots

https://m.dpreview.com/news/3385075551/honor-robot-phone-concept-smartphone-teaser
1•PaulHoule•13m ago•1 comments

Faustino Oro (12 years-old) takes Vidit Gujrathi (#27) to the tiebreaks in chess

https://twitter.com/FIDE_chess/status/1986051222512554279
2•wslh•14m ago•0 comments

Technocalvinism

https://blog.cosmos-institute.org/p/technocalvinism
1•surprisetalk•14m ago•0 comments

An Antivenom Cocktail, Made by a Llama

https://www.asimov.press/p/broad-antivenom
1•surprisetalk•14m ago•0 comments

Building a Sentiment Analysis Plugin in Joomla Using PHP and OpenAI API

http://www.phpcmsframework.com/2025/11/joomla-sentiment-analysis-plugin.html
1•phpcmsframework•14m ago•1 comments

Government shutdown could close some US airspace

https://www.reuters.com/world/us/us-warns-mass-chaos-may-need-close-some-airspace-if-government-s...
2•geox•15m ago•0 comments

Jefferson County Sewer Construction Scandal

https://www.bhamwiki.com/w/Jefferson_County_sewer_construction_scandal
1•the_sleaze_•17m ago•0 comments

Copilot can replace Search in latest Windows 11 test builds

https://www.theregister.com/2025/11/04/microsoft_windows_copilot_search/
2•Bender•17m ago•0 comments

Tanzania back online after politically motivated five-day outage

https://www.theregister.com/2025/11/05/tanzania_internet_outage/
1•Bender•17m ago•0 comments

Lite and Text Only News and Other Websites

https://bmk.neocities.org/
1•Bender•18m ago•0 comments

Show HN: Icebreaker Games tiny library of icebreakers+random question generator

1•qqxufo•20m ago•0 comments

Show HN: Benchmark your team's AI coding security posture

2•jaimefjorge•21m ago•0 comments

Kosmos: An AI Scientist for Autonomous Discovery

https://arxiv.org/abs/2511.02824
4•belter•22m ago•0 comments

Workers VPC Services connects to your regional private networks from anywhere

https://blog.cloudflare.com/workers-vpc-open-beta/
1•emot•23m ago•0 comments

Google Maps taps Gemini AI to transform into an 'all-knowing copilot'

https://www.theverge.com/news/813588/google-maps-gemini-ai-chatbot-navigation-directions
1•01-_-•23m ago•1 comments

Buying browser extensions for fun and profit

https://secureannex.com/blog/buying-browser-extensions/
2•abhisek•25m ago•0 comments