Templates / Integrations / Qdrant Vector Store
Qdrant Vector Store templates
48ready
47need changes
9unknown
Ready for 3.0140,168 views
Local chatbot with retrieval augmented generation (RAG)
Needs changes86,572 views
🤖 AI powered RAG chatbot for your docs + Google Drive + Gemini + Qdrant
⚠ LangChain Code (legacy), AI Agent v1 (old agent modes)
Ready for 3.071,035 views
Community insights using Qdrant, Python and Information Extractor
Needs changes69,203 views
AI voice chatbot with ElevenLabs & OpenAI for customer service and restaurants
⚠ AI Agent v1 (old agent modes)
Ready for 3.048,030 views
Build a PDF Document RAG System with Mistral OCR, Qdrant and Gemini AI
Needs changes44,843 views
Complete business WhatsApp AI-powered RAG chatbot using OpenAI
⚠ AI Agent v1 (old agent modes)
Needs changes36,798 views
Building RAG chatbot for movie recommendations with Qdrant and Open AI
⚠ AI Agent v1 (old agent modes)
Needs changes35,721 views
Build a chatbot, voice and phone agent with Voiceflow, Google Calendar and RAG
⚠ AI Agent v1 (old agent modes)
Needs changes32,562 views
Effortless email management with AI-powered summarization & review
⚠ AI Agent v1 (old agent modes)
Ready for 3.031,991 views
AI crew to automate fundamental stock analysis - Q&A workflow
Needs changes31,454 views
Build an AI powered phone agent 📞🤖 with Retell, Google Calendar and RAG
⚠ AI Agent v1 (old agent modes)
Ready for 3.030,210 views
Breakdown documents into study notes using templating MistralAI and Qdrant
Ready for 3.029,665 views
Api schema extractor
Needs changes20,705 views
Evaluate tool usage accuracy in multi-agent AI workflows using evaluation nodes
⚠ AI Agent v1 (old agent modes)
Ready for 3.019,148 views
Build a financial documents assistant using Qdrant and Mistral.ai
Needs changes19,083 views
AI-powered email automation for business: Summarize & respond with RAG
⚠ AI Agent v1 (old agent modes)
Needs changes14,738 views
Automate SIEM alert enrichment with MITRE ATT&CK, Qdrant & Zendesk in n8n
⚠ AI Agent v1 (old agent modes)
Needs changes13,795 views
Personal shopper chatbot for WooCommerce with RAG using Google Drive and openAI
⚠ AI Agent v1 (old agent modes)
Needs changes12,103 views
AI-powered email processing autoresponder and response approval (Yes/No)
⚠ AI Agent v1 (old agent modes)
Needs changes10,649 views
Build a tax code assistant with Qdrant, Mistral.ai and OpenAI
⚠ AI Agent v1 (old agent modes)
Needs changes10,336 views
Slack AI chatbot for business team with RAG, Claude 3.7 Sonnet and Google Drive
⚠ AI Agent v1 (old agent modes)
Ready for 3.08,612 views
Build and update RAG system with Google Drive, Qdrant, and Gemini Chat
Needs changes7,988 views
Scale deal flow with a Pitch Deck AI vision, chatbot and QDrant vector store
⚠ AI Agent v1 (old agent modes)
Needs changes7,631 views
Bitrix24 AI-Powered RAG Chatbot for Open Line Channels
⚠ Function (legacy)
Needs changes7,075 views
Recipe recommendations with Qdrant and Mistral
⚠ AI Agent v1 (old agent modes)
Ready for 3.06,832 views
Customer insights with Qdrant, Python and information extractor
Unknown6,606 views
OpenClaw Clone 🦞: Expandable Personal Telegram AI Agent Template
Needs changes6,049 views
Create adaptive RAG chat agent with Google Gemini and Qdrant
⚠ AI Agent v1 (old agent modes)
Needs changes5,193 views
Build an on-premises AI Kaggle competition assistant with Qdrant RAG and Ollama
⚠ AI Agent v1 (old agent modes)
Ready for 3.04,995 views
Build an MCP server which answers questions with retrieval augmented generation
Needs changes4,677 views
Adaptive RAG with Google Gemini & Qdrant: context-aware query answering
⚠ AI Agent v1 (old agent modes)
Ready for 3.04,580 views
Youtube RAG search with frontend using Apify, Qdrant and AI
Ready for 3.04,033 views
Create a private document Q&A system with Llama3, Postgres, Qdrant and Google Drive
Needs changes3,970 views
AI-powered auto-generate exam questions and answers from Google Docs with Gemini
⚠ AI Agent v1 (old agent modes)
Needs changes3,962 views
WooCommerce AI post-sales chatbot with GPT-4o, RAG, Google Drive and Telegram
⚠ AI Agent v1 (old agent modes)
Ready for 3.03,871 views
Automate ITSM ticket classification and resolution using Gemini, Qdrant and ServiceNow
Ready for 3.03,718 views
Survey insights with Qdrant, Python and Information Extractor
Needs changes3,457 views
Adaptive RAG strategy with query classification & retrieval (Gemini & Qdrant)
⚠ AI Agent v1 (old agent modes)
Ready for 3.03,437 views
Build a RAG system with automatic citations using Qdrant, Gemini & OpenAI
Ready for 3.03,226 views
Build your own Qdrant vector store MCP server
Needs changes3,073 views
AI YouTube playlist & video analyst chatbot
⚠ AI Agent v1 (old agent modes)
Ready for 3.02,362 views
Build persistent chat memory with GPT-4o-mini and Qdrant vector database
Ready for 3.02,235 views
Build a RAG agent with n8n, Qdrant & OpenAI
Needs changes2,059 views
Website chatbot with Google Drive knowledge base using GPT-4 and Mistral AI
⚠ AI Agent v1 (old agent modes)
Needs changes2,006 views
Gmail assistant with full Gmail history RAG using OpenAI
⚠ AI Agent v1 (old agent modes)
Needs changes2,005 views
Document RAG & chat agent: Google Drive to Qdrant with Mistral OCR
⚠ HTTP Request Tool (legacy), AI Agent v1 (old agent modes)
Ready for 3.01,920 views
Loading JSON via FTP to Qdrant vector database embedding pipeline
Ready for 3.01,894 views
Build a multi-agent system with n8n, Qdrant, Gmail & OpenAI
Ready for 3.01,753 views
Automate web research with GPT-4, Claude & Apify for content analysis and insights
Unknown1,729 views
Vision RAG and image embeddings using Cohere Command-A and Embed v4
Unknown1,706 views
Build a multi-functional Telegram bot with Gemini, RAG PDF search & Google Suite
Needs changes1,603 views
Voice AI customer support for WooCommerce using VAPI, GPT-4o & Gemini with RAG
⚠ AI Agent v1 (old agent modes)
Ready for 3.01,576 views
Build a self-updating RAG system with OpenAI, Qdrant and Google Drive
Needs changes1,540 views
Automated book summarization with DeepSeek AI, Qdrant Vector DB & Google Drive
⚠ AI Agent v1 (old agent modes)
Needs changes1,516 views
Voice AI chatbot with OpenAI, RAG (Qdrant) & Guardrails for WordPress
⚠ AI Agent v1 (old agent modes)
Ready for 3.01,503 views
Build a ServiceNow knowledge chatbot with OpenAI and Qdrant RAG
Needs changes1,419 views
AI-powered RAG Q&A chatbot with OpenAI, Google Sheets, Glide & Supabase
⚠ AI Agent v1 (old agent modes)
Needs changes1,266 views
PDF proposal knowledge base with S3, OpenAI GPT-4o & Qdrant RAG agent
⚠ AI Agent v1 (old agent modes)
Ready for 3.01,202 views
Process documents & build semantic search with OpenAI, Gemini & Qdrant
Ready for 3.01,188 views
My solution for the "Agentic Arena Community Contest" (RAG, Qdrant, Mistral OCR)
Ready for 3.01,027 views
Implement on-prem RAG with Qdrant and Ollama for a self-hosted KB
Needs changes973 views
Automated document compliance validation with AI and vector database
⚠ LangChain Code (legacy)
Needs changes863 views
Conversational sales agent for WooCommerce with GPT-4, Stripe and CRM integration
⚠ AI Agent v1 (old agent modes)
Ready for 3.0756 views
Automate systematic literature reviews with Google Drive, GPT-4, Gemini, Qdrant and Airtable
Needs changes747 views
Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG
⚠ AI Agent v1 (old agent modes)
Ready for 3.0720 views
Build comprehensive entity profiles with GPT-4, Wikipedia & vector DB for content
Needs changes610 views
Generate AI News LinkedIn Posts with GPT-4o-mini, NewsAPI, and Qdrant
⚠ AI Agent v1 (old agent modes)
Ready for 3.0570 views
Create an AI Telegram bot using Google Drive, Qdrant, and OpenAI GPT-4.1
Needs changes420 views
Estimate 4D/5D construction costs from Revit BIM models with DDC CWICR
⚠ Read Binary File, Write Binary File
Needs changes409 views
Transform books into 100+ social media posts with DeepSeek AI and Google Drive
⚠ AI Agent v1 (old agent modes)
Ready for 3.0376 views
Find the most relevant workflow templates using RAG, Qdrant and Gemini
Needs changes294 views
Handle e-commerce WhatsApp support with Whapi, WooCommerce, RAG and Gmail escalation
⚠ AI Agent v1 (old agent modes)
Unknown287 views
Chat with your business knowledge base using Google Gemini and Qdrant
Needs changes286 views
Provide ecommerce support with Qdrant RAG, WooCommerce, and human backup
⚠ AI Agent v1 (old agent modes)
Unknown283 views
Run a WhatsApp customer support chatbot with OpenWA, OpenAI and Qdrant
Ready for 3.0255 views
Classify and route DevOps chat requests with Mattermost and Claude
Ready for 3.0238 views
Generate photo-based construction cost estimates with GPT-4 Vision and DDC CWICR
Ready for 3.0231 views
Handle AI customer support chats via WhatsApp, web chat, Ollama, and Qdrant
Unknown207 views
Build hybrid RAG search over PDFs with Qdrant and Ollama
Needs changes206 views
Match medical symptoms to products with OpenAI, Qdrant & Google Sheets RAG
⚠ AI Agent v1 (old agent modes)
Unknown168 views
Auto-index your website and build a RAG chatbot with Firecrawl, Qdrant, and GPT-4o-mini
Needs changes146 views
Generate AI-curated sales quotes with OpenAI, Qdrant & CraftMyPDF PDF delivery
⚠ AI Agent v1 (old agent modes)
Ready for 3.0129 views
Build a WordPress RAG chatbot with OpenAI, Qdrant or MongoDB
Needs changes120 views
Automated customer support system with Gmail, GPT-4 & vector knowledge base
⚠ AI Agent v1 (old agent modes)
Ready for 3.0106 views
Index local documents for RAG using Ollama embeddings and Qdrant
Ready for 3.093 views
Analyze Alertmanager incidents and post diagnostic reports to Mattermost
Ready for 3.085 views
Investigate Mattermost incident reports with an AI SRE assistant using OpenRouter
Ready for 3.083 views
Answer document questions with Ollama and Qdrant retrieval chat bot
Unknown83 views
Answer Instagram FAQ DMs using Google Gemini and Qdrant from Google Drive
Ready for 3.068 views
Answer infrastructure questions in Mattermost with OpenRouter and Qdrant
Unknown57 views
Publish science newsletter posts from YouTube using Ghost and Google Sheets
Ready for 3.056 views
Convert DevOps Mattermost requests into Jira tasks with OpenRouter GPT and Gemini
Ready for 3.046 views
Classify LinkedIn posts as quality or slop with OpenAI and Qdrant
Needs changes42 views
Answer restaurant voice queries with ElevenLabs, OpenAI, Qdrant, and Google Drive
⚠ AI Agent v1 (old agent modes)
Ready for 3.038 views
Analyze alerts from Alertmanager and send diagnostic reports to Slack
Ready for 3.030 views
Filter AI slop from your LinkedIn feed (backend for StopSlopIn Chrome extension)
Ready for 3.028 views
Classify and route DevOps support messages with Slack and GPT-5.5
Ready for 3.023 views
Sync documentation vectors from GitHub with Ollama and Qdrant
Needs changes15 views
Answer internal policy questions from Google Drive with OpenAI and Qdrant
⚠ AI Agent v1 (old agent modes)
Ready for 3.07 views
Index and query financial documents with Qdrant and Mistral
Needs changes7 views
Run multi-step cold email sequences with OpenAI, LinkedIn, Qdrant and NocoDB
⚠ AI Agent v1 (old agent modes)
Ready for 3.06 views
Book dental appointments via chat using OpenAI, Qdrant, and Google Calendar
Needs changes3 views
Sync and audit template vectors with Ollama embeddings and Qdrant
⚠ Item Lists (legacy)
Ready for 3.03 views