𝐐𝐮𝐢𝐜𝐤 𝐃𝐞𝐩𝐥𝐨𝐲 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐌𝐮𝐥𝐭𝐢-𝐀𝐠𝐞𝐧𝐭 𝐰𝐢𝐭𝐡 𝐅𝐥𝐨𝐰𝐢𝐬𝐞

REX-3 AI Co-Analyst app integrates reasoning-based analysis—with Deepseek, Gemini, Sonnet 3.7—into a multi-agent system, with Flowise for AI agent backend (Try it 👉 rex.tigzig.com).

Full-featured deploy can get complex with multiple repos and configurations...but here’s a faster way to get started...

𝟒 𝐬𝐭𝐞𝐩 𝐝𝐞𝐩𝐥𝐨𝐲 (𝐬𝐞𝐞 𝐯𝐢𝐝𝐞𝐨)

Flowise provides a ready-to-go UI ...use it often in my client deploys.

1️⃣ Import agent schemas

2️⃣ Update Credentials.

3️⃣ Deploy a SQL connector FastAPI server

4️⃣ Adjust FastAPI security settings

𝐓𝐨𝐩 𝐓𝐢𝐩𝐬

🔹 𝐍𝐞𝐞𝐝 𝐚 𝐟𝐫𝐞𝐞 𝐝𝐚𝐭𝐚𝐛𝐚𝐬𝐞? neon.tech (500MB/Postgres) spins up instantly. Options: Aiven (5GB/Postgres/MySQL), Supabase (500MB/Postgres)

🔹 𝐅𝐢𝐥𝐞 𝐭𝐫𝐚𝐧𝐬𝐟𝐞𝐫𝐬 𝐭𝐨 𝐃𝐁? DBeaver is a great option

🔹 𝐀𝐝𝐝 𝐚 𝐧𝐞𝐰 𝐫𝐞𝐚𝐬𝐨𝐧𝐢𝐧𝐠 𝐦𝐨𝐝𝐞𝐥 (𝐞.𝐠. 𝐐𝐰𝐞𝐧-𝐐𝐰𝐐)? Replicate Deepseek agent & replace model name with OpenRouter’s tag for Qwen

🔹 𝐂𝐮𝐬𝐭𝐨𝐦𝐢𝐳𝐞 - 𝐞.𝐠. 𝐧𝐞𝐞𝐝 𝐚𝐧 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬 𝐩𝐥𝐚𝐧 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧? Delete executor agent

🔹 𝐍𝐞𝐞𝐝 𝐧𝐞𝐰 𝐬𝐜𝐞𝐧𝐚𝐫𝐢𝐨? Modify router agent to add conditions and new routing.

🔹 𝐇𝐞𝐥𝐩 𝐰𝐢𝐭𝐡 𝐅𝐥𝐨𝐰𝐢𝐬𝐞? Leon Van Zyl's brilliant tutorials https://lnkd.in/g_mq6g7h

🔹 𝐖𝐡𝐚𝐭 𝐚𝐛𝐨𝐮𝐭 𝐞𝐫𝐫𝐨𝐫𝐬, 𝐯𝐚𝐥𝐢𝐝𝐚𝐭𝐢𝐨𝐧𝐬, 𝐚𝐧𝐝 𝐥𝐚𝐭𝐞𝐧𝐜𝐢𝐞𝐬? —check out detailed post and video (link in last section)

🔹 𝐆𝐞𝐭 𝐬𝐭𝐚𝐫𝐭𝐞𝐝 𝐰𝐢𝐭𝐡 𝐟𝐫𝐞𝐞 𝐜𝐫𝐞𝐝𝐢𝐭𝐬: from ElevenLabs - 50,000 pages with Firecrawl, $50 at Render, $50 with Exa, and more: https://lnkd.in/ggjzWtvu 

𝐒𝐨𝐮𝐫𝐜𝐞 𝐂𝐨𝐝𝐞𝐬 & 𝐅𝐥𝐨𝐰𝐢𝐬𝐞 𝐀𝐠𝐞𝐧𝐭 𝐒𝐞𝐭𝐮𝐩𝐬

rex.tigzig.com ➜ Help & Build Guide

------------*

𝐇𝐚𝐧𝐝𝐬-𝐎𝐧 𝐏𝐞𝐫𝐬𝐩𝐞𝐜𝐭𝐢𝐯𝐞

Real-world AI isn’t just plug-and-play. In my projects (for SMBs), the hard part isn’t spinning up an agent—it’s data cleaning, validations, building usable data marts, automating processes, API flows, error handling, customizations as well as lots of agent iterations. I don’t expect guides like these to solve everything, but do hope they provide a good starting point and insights

------------*

𝐁𝐮𝐢𝐥𝐝 𝐀𝐈 𝐂𝐨-𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐀𝐩𝐩𝐬 𝐟𝐨𝐫 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬

Explore 15+ open-source AI analytics apps at rex.tigzig.com with natural language to SQL, python charts, stats, database connectivity and more. Free access, source codes and build guides

🔹𝐀𝐈 𝐂𝐨-𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐀𝐩𝐩: https://lnkd.in/g8xPQvb8

🔹𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐌𝐢𝐜𝐫𝐨 𝐀𝐩𝐩: https://lnkd.in/gxVbCdpv

🔹𝐑𝐞𝐚𝐥𝐭𝐢𝐦𝐞 𝐒𝐐𝐋 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈: https://lnkd.in/g6cT8ZSM https://lnkd.in/gCT9J_K4

🔹𝐂𝐨𝐧𝐧𝐞𝐜𝐭 𝐂𝐡𝐚𝐭𝐆𝐏𝐓 𝐭𝐨 𝐒𝐮𝐩𝐚𝐛𝐚𝐬𝐞 𝐢𝐧 𝟏𝟎 𝐦𝐢𝐧𝐮𝐭𝐞𝐬: https://lnkd.in/g2A9h8f2