Ionio reposted this
CEO & Founder | AI, LLM & NLP Consulting | Training, Deploying & Scaling GenAI Applications
Last year was BAD... DESPITE sending >30,000 emails / month, we were BARELY booking any sales calls. The bottleneck? Slow responses. Within <10 days, we built an "AI SDR Agent". Saved >$1000s/month. ~20h/week. Spent <$50/month. Here's how we did it with GPT4, LangChain, Python, Smartlead & Apollo APIs to handle all email inboxes. We're giving away the code for free. No need to comment "Send" ;) 💽 Step 1: The Data We aimed for authenticity in our AI-generated emails. By creating a dataset from our past responses using LangChain, our AI could mimic our style, ensuring the emails didn’t feel robotic. 👂🏽 Step 2: Listening for Replies Using SmartLead's webhook, we set up a system to instantly receive notifications of new replies, ensuring no email went unnoticed. 📦 Step 3: Getting the Context Our system retrieves the entire email thread for context, using a BERT classifier to tailor responses based on the email type—whether it's a meeting request, general inquiry, or something else. 🕵🏽 Step 4: Researching the Prospect Before crafting a response, our AI uses Apollo's API to gather detailed information about the prospect's company, adding a personal touch to each reply. ✍🏽 Step 5: Composing the Email Combining all gathered data, the AI composes thoughtful and timely responses. 📨 Step 6: Sending the Email Finally, the response is sent out, ensuring prompt communication and increased engagement. This entire process is supported by a serverless architecture, making it highly scalable and cost-effective—running at less than <$50/month and saving us 20 hours per week! Check out our detailed blog post breaking everything down. Google "Ionio Inbox Agent" for a step-by-step guide & all of the code on setting this up. shivam Danawale built all of this :) If you need help with AI in your company. Feel free to drop me a DM, book a call. PS. I AM TYPING THIS POST FOR THE 3RD TIME & RE-UPLOADING THE VIDEO LinkedIn kept erroring. Please hit like Or else...