RagLeap

I built something unusual. Most AI tools are either for customers OR for business owners. RagLeap is both — from the same phone number. When a customer calls → AI answers from your documents in their language. When YOU call from your verified mobile → AI Manager answers with full executive access. Same number. Two completely different AI experiences. The customer gets: FAQ answers, order status, support in 222+ languages. The owner gets: analytics queries, email management, database operations, team management — all by voice. I built this on a 4GB VPS. It runs Neo4j, PostgreSQL with pgvector, Celery workers, and Twilio webhooks simultaneously. Total monthly cost to run: ~$8 in server costs. We're launching on Product Hunt this week. The self-hosted version is $19 one-time. Your server. Your data. Forever. ragleap.com #SelfHosted #AI #StartupIndia #BuildInPublic #ProductHunt

We replaced our own BPO support with AI. Here's what happened: 6 months ago we were handling customer support manually. Questions came in over WhatsApp, calls, email. Response time: hours. Last month we deployed RagLeap on our own server. Now: → Calls answered in 2 seconds, 24/7 → WhatsApp queries replied instantly in the customer's language → I manage my entire business from Telegram while traveling The cost? $29/month vs ₹30,000/month for a single agent. The model? GPT-4.1 running on our own infrastructure. Our data never leaves our server. What changed for me personally: I used to wake up to 40 unanswered customer messages. Now I wake up to a summary from my AI Manager: "3 new orders, 1 complaint resolved, 2 emails replied." We're launching on Product Hunt next week. If you run a small business in India or Southeast Asia and you're drowning in customer support costs — this is for you. Try the free 7-day trial: ragleap.com (Bring your own API key. We never see your data.) #SelfHosted #AI #StartupIndia #BuildInPublic #ProductHunt #ragleap #asia #africa #europe

We’re building something interesting at Ragleap. Most businesses still spend hours managing sales, customer interactions, and workflows manually. What if AI could handle that? Ragleap is an AI-powered platform designed to automate business operations using intelligent agents — from managing workflows to handling repetitive tasks. The goal is simple: Reduce manual effort and help businesses run more efficiently. We’re still early and improving every day. Would love to hear your thoughts or feedback 🙌 👉 https://ragleap.com

We just shipped something I haven't seen any other AI platform do. You connect your MySQL/PostgreSQL database to RagLeap's AI Manager. It automatically reads your schema, figures out what your customers ask most, and says: "I found 3 tables. Here's what I can automate: 1. Order status checker → WhatsApp + Voice 2. Product availability → Telegram + Web 3. Customer lookup → All channels Say 'set up all' to deploy everything." You say "set up all." It writes the SQL. Wires it to every channel. Deploys. No code written. No developer called. Under 5 minutes. --- We're calling it the AI Implementation Studio — and it's live inside RagLeap today. Here's what it actually does under the hood: → Scans your database schema the moment you connect (auto-triggered, no prompt needed) → Maps your tables to your active channels (WhatsApp, Voice, Telegram, Web, Discord) → Generates parameterised SQL queries for each automation → Deploys live — customers get real-time database answers, not cached responses → Syncs your data every 5 minutes in the background via Celery Supports MySQL, PostgreSQL, MongoDB, REST API, CSV, Snowflake, BigQuery. --- Why does this matter? A logistics company in Bangalore gets 200 "where is my package?" calls every day. Each one answered by a human agent manually checking PostgreSQL. With this — those 200 calls go to RagLeap's AI Call Center. The AI queries the live database. Replies in the caller's language. In under 3 seconds. The agents now only handle escalations. Same setup. Same database. Zero code. 5-minute conversation with the Manager AI. --- We built RagLeap for India and Southeast Asia — where the real bottleneck for small businesses isn't software, it's the support call. A BPO agent costs ₹15,000–₹30,000/month. RagLeap starts at $29/month cloud or a one-time self-hosted install. Your data never leaves your server. 7-day free trial at ragleap.com (bring your own API key). --- Happy to answer any technical questions about how the DB connector works. What automation would you set up first if you connected your database? 👇 #BuildInPublic #AI #IndieHacker #SelfHosted #CustomerSupport #MadeInIndia #AIStartup #NoCode

Your customer calls your support line. The AI picks up. Detects their language automatically — Hindi, Arabic, Tamil, Spanish, Swahili, or 218 others. Answers from your documents and your live database. In their language. In real time. No IVR menu. No "press 1 for English." No BPO agent. This is what we've spent 7 weeks building at RagLeap. --- Here's the real problem we're solving: A BPO support agent costs ₹15,000–₹30,000 per month. Most SMBs in India and Southeast Asia handle 40–200 inbound support calls per day. The majority of those calls ask the same 5 questions. The math doesn't work for small businesses. But they can't opt out of customer support. So we built the infrastructure that makes enterprise-grade AI support accessible to any business — at $29/month or free on your own server. --- What RagLeap does (in plain terms): → Customer side: Voice AI + WhatsApp + Telegram + Discord + Web chatbot, in 222+ languages, answering from your documents and live database 24/7. → Owner side: You control everything from your phone. Telegram commands, WhatsApp, or a basic phone call. No laptop. No dashboard required. → Self-hosted: Deploy on your own VPS. Your data never leaves your server. Neo4j knowledge graph included even on the free tier. → Works with any AI provider: OpenAI, Claude, Gemini, Mistral, or your own private endpoint. --- The numbers that matter: 94.3% RAG retrieval accuracy (hybrid Neo4j + pgvector) 222+ customer-facing languages 7,000+ language variants for owner commands 23 file formats for document ingestion All on a single 4GB RAM VPS --- Before our Product Hunt launch, we're doing something unusual: We're activating RagLeap's own AI Call Center first — using our own product to answer our own support calls. When you call our number, you're talking to our AI. That's the real demo. A live call. Not a YouTube video. --- If you're a founder, product lead, or operations head dealing with the support-call problem — especially in multilingual markets — I'd love your thoughts. 🔗 ragleap.com (7-day free trial, no card required) 📦 Product Hunt launch: next week #AI #CustomerSupport #AIStartup #SelfHosted #BuildInPublic #MadeInIndia #IndiaStartup #SMB #Multilingual