Multimodal WhatsApp AI Assistant
An AI assistant on WhatsApp that understands text, voice notes, images, and PDFs, remembering your last 10 messages to reply contextually.
This directory currently includes 20 recipes for the draft response pattern, across 10 roles. Draft response agents assemble context into a usable first reply. They can pull details from a ticket, CRM, document, or conversation, then write a message that a person can check before it goes out. The pattern is useful when the structure of a response repeats but the wording needs to reflect the specific case. These examples span support, sales, operations, and personal work. They are designed around a clear boundary: the agent handles preparation, while the person responsible for the relationship, policy, or final claim keeps control. Start with a response type that has approved source material and an obvious reviewer. That makes quality easier to assess and prevents an efficient draft from becoming an unchecked decision. Every example makes its inputs, output, and handoff concrete, so you can compare real workflow boundaries before adapting the pattern to your own tools and process.
An AI assistant on WhatsApp that understands text, voice notes, images, and PDFs, remembering your last 10 messages to reply contextually.
Guest users authenticate during chat by clicking a unique login URL that updates their session with customer data in Redis.
Receives text or voice messages on Telegram, transcribes audio, and generates context-aware AI responses with a typing indicator.
Monitors specific users in Discord to analyze images via Groq, transcribe audio, generate text responses with Llama.
Monitors a Slack channel for mentions and uses AI to analyze voice, images, video, or text inputs before posting a response back.
An AI agent named Matt answers web hosting queries via webhook.
Instantly answers e-commerce queries by checking order status in Supabase and generating personalized product recommendations via OpenAI.
Every 15 minutes, the agent scans Instagram DMs for keywords and replies with specific affiliate links.
Automates restaurant WhatsApp support by detecting intent to answer menu or hours queries and processing table bookings into a database.
Answers visitor questions in real time by retrieving context from Google Drive documents via a vector store.
Automatically deletes marketing emails while logging them to Google Sheets and drafts AI replies for genuine messages.
Monitors your inbox to summarize incoming emails and drafts professional replies for human approval before sending.
Connects Intercom support chats to an AI agent that replies automatically while logging every message in a dedicated Discord thread for...
Send voice messages to a Telegram bot to transcribe audio, retrieve recent emails, draft replies, or discuss threads hands-free.
Answers visitor questions in real time by retrieving context from Google Drive documents via a vector store.
Send voice, images, or PDFs via WhatsApp to get AI-powered scheduling, email management, web searches, and audio responses.
Automatically deletes marketing emails while logging them to Google Sheets and drafts AI replies for genuine messages.
Monitors your inbox to summarize incoming emails and drafts professional replies for human approval before sending.
Send voice messages to a Telegram bot to transcribe audio, retrieve recent emails, draft replies, or discuss threads hands-free.
Send voice, images, or PDFs via WhatsApp to get AI-powered scheduling, email management, web searches, and audio responses.
Monitors Gmail for job applications and uses an AI agent to generate and send personalized HR replies via SMTP.
Every 15 minutes, the agent scans Instagram DMs for keywords and replies with specific affiliate links.
Captures webinar feedback via webhook, analyzes sentiment with AI.
Guest users authenticate during chat by clicking a unique login URL that updates their session with customer data in Redis.
Automatically deletes marketing emails while logging them to Google Sheets and drafts AI replies for genuine messages.
Connects Intercom support chats to an AI agent that replies automatically while logging every message in a dedicated Discord thread for...
Monitors a Slack channel for mentions and uses AI to analyze voice, images, video, or text inputs before posting a response back.
Receives text or voice messages on Telegram, transcribes audio, and generates context-aware AI responses with a typing indicator.
An AI agent that automatically drafts and sends replies to incoming emails using an LLM, requiring no manual intervention.
Chat in French on Telegram for fitness coaching with voice notes, diet logs, and workout scheduling.
An AI assistant on WhatsApp that understands text, voice notes, images, and PDFs, remembering your last 10 messages to reply contextually.
Receives real estate inquiries via webhook, extracts preferences using LLMs, matches properties from PostgreSQL.
It can for narrow, low-risk replies with reliable source material. Review is safer for exceptions, commitments, and sensitive cases.
Give it approved knowledge, the relevant case context, and clear instructions about tone, limits, and escalation.
Use a consistent template, show the source context, and make the human approval or edit step explicit.