memories.sh — One layer for memories, skills, and rules across any agent
One layer for memories, skills, and rules across any agent
Promoted
Maker
📌
Hi Product Hunt Harshitha here, and today I’m launching my Ask-Me-Anything Recruiter Chatbot (a.k.a. the AI “me” that never sleeps).
🤔 Why I built it
24-hour recruiter inbox = burnout: I kept waking up to the same clarifying questions “Do you have global SaaS experience?” “How big were your teams at Paytm?” and replying piecemeal felt both slow and impersonal.
Show, don’t just tell: As an AI-obsessed Product Manager, I wanted my portfolio to demonstrate my skills, not just list them. What better proof than a live agent that parses questions, surfaces the exact data, and even alters tone on demand?
Level the remote-candidate playing field: When you’re in India but hiring teams are everywhere else, round-trip communication kills momentum. Instant answers keep the conversation and interest alive.
🚀 What’s unique in this launch
Semantic matching over keywords - OpenAI embeddings + Pinecone let the bot understand intent (“Tell me about your biggest 0→1 win”) instead of chasing exact phrases.
Tone-switch A/B testing - Four prompt variants (confident, warm, crisp, thoughtful) rotate via n8n’s Switch node, so I’m learning in real time which voice resonates most.
Notion-as-source-of-truth - My resume, projects, and quantified impact live in a structured Notion database; any update is auto-ingested, vectorized, and redeployed no stale answers, ever.
Low-code, open-stack build – n8n ⚙️ + Pinecone 🟣 + OpenAI 🧠 + Replit hosting 🚀 = a replicable blueprint for anyone who wants an always-on Q&A layer.
🌟 What I’m proud of
90 %+ query resolution in pilot tests (recruiters said it felt like “chatting with the candidate directly”).
Built end-to-end in 48 hours scripted, tested, and live without a single traditional server.
Community ready: I’m open-sourcing the n8n workflow so other job-seekers or teams with overflowing FAQ tickets can fork and customize.
If you’re a recruiter, feel free to ask the bot anything about my experience right now stack, scale, side projects, you name it.
If you’re a builder, clone the flow and make your own AI assistant.
Thanks for checking it out, and I’d love your feedback! 💛
