761 workflows, ready to run.
Community-built n8n automations, searchable live from the template library. Open one on n8n.io and import the JSON straight into your instance.
Vector Database as a Big Data Analysis Tool for AI Agents [1/3 anomaly][1/2 KNN]Vector Database as a Big Data Analysis Tool for AI Agents
Workflows from the webinar "Build production-ready AI Agents with Qdrant and n8n".
This series of workflows shows how to…HTTP Request · Google Cloud Storage · Code3.2k views
↗Intelligent Web Query and Semantic Re-Ranking Flow using Brave and Google GeminiWorkflow Description This workflow is a powerful, fully automated web query and semantic reranking system that allows users to perform precise, detailed searches, intelligently r…HTTP Request · Code · Basic LLM Chain · Anthropic Chat Model · OpenAI Chat Model4.9k views
↗Research AI Agent Team with auto citations using OpenRouter and PerplexityPurpose of workflow: This AI-powered workflow is designed to automatically generate comprehensive, well-researched articles on any given topic. It utilizes a team of AI agents to s…HTTP Request · Ghost · Code · AI Agent · Basic LLM Chain4.4k views
↗Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector StoreAre you a popular tech startup accelerator (named after a particular higher order function) overwhelmed with 1000s of pitch decks on a daily basis? Wish you could filter through th…Airtable · Edit Image · HTTP Request · Compression · Code6.8k views
↗KB Tool - Confluence Knowledge BaseEnhance Query Resolution with the Knowledge Base Tool! Our KB Tool - Confluence KB is crafted to seamlessly integrate into the IT Ops AI SlackBot Workflow, enhancing the IT suppor…HTTP Request6.2k views
↗Generating Image Embeddings via Textual SummarisationThis n8n template demonstrates an approach to image embeddings for purpose of building a quick image contextual search. Use-cases could for a personal photo library, product recomm…Edit Image · Google Drive · Embeddings OpenAI · Recursive Character Text Splitter · Simple Vector Store7.3k views
↗Build a Tax Code Assistant with Qdrant, Mistral.ai and OpenAIThis n8n workflows builds another example of creating a knowledgebase assistant but demonstrates how a more deliberate and targeted approach to ingesting the data can produce much …HTTP Request · Compression · AI Agent · OpenAI Chat Model · Simple Memory9.2k views
↗Build a Financial Documents Assistant using Qdrant and Mistral.aiThis n8n workflow demonstrates how to manage your Qdrant vector store when there is a need to keep it in sync with local files. It covers creating, updating and deleting vector sto…HTTP Request · Question and Answer Chain · Vector Store Retriever · Recursive Character Text Splitter · Default Data Loader16.9k views
↗Automate Your RFP Process with OpenAI AssistantsThis n8n workflow demonstrates how to automate oftern time-consuming form filling tasks in the early stages of the tendering process; the Request for Proposal document or "RFP". I…Slack · Gmail · Google Docs · Basic LLM Chain · OpenAI Chat Model8.9k views
↗Talk to your SQLite database with a LangChain AI Agent 🧠💬This n8n workflow demonstrates how to create an agent using LangChain and SQLite. The agent can understand natural language queries and interact with a SQLite database to provide a…HTTP Request · Compression · AI Agent · OpenAI Chat Model · Simple Memory22.5k views
↗AI-powered automated stock analysisIntroduction: Streamline your fundamental stock analysis process with AI-powered automation. By harnessing the power of SEC 10K reports - comprehensive documents required by the…Google Docs · Code · Code Tool · Wikipedia · OpenAI12.9k views
↗AI Crew to Automate Fundamental Stock Analysis - Q&A WorkflowHow it works: Using a Crew of AI agents (Senior Researcher, Visionary, and Senior Editor), this crew will automatically determine the right questions to ask to produce a detailed …Google Drive · Question and Answer Chain · Binary Input Loader · Embeddings OpenAI · OpenAI Chat Model27.9k views
↗Chat with a database using AIThis workflow allows you to ask questions about data stored in a database using AI. To use it, you'll need an OpenAI API key (although you could also swap in a model from another …AI Agent · OpenAI Chat Model28.4k views
↗Triage and answer college WhatsApp enquiries with OpenAI and SupabaseQuick overview This workflow ingests college documents from Google Drive into a Supabase vector store, then runs a WhatsApp-based admissions receptionist that handles text, voice, …HTTP Request · Google Drive · Supabase · WhatsApp Business Cloud · Code0 views
↗Triage and draft support replies using Anthropic and Google SheetsQuick overview This workflow receives support tickets via webhook (or manual test), uses Anthropic chat models to triage, research your documentation over HTTP, and draft a reply, …Google Sheets · HTTP Request · Code · AI Agent · Anthropic Chat Model0 views
↗Detect semantic duplicate website pages with Google Drive, Ollama and PostgresQuick overview This workflow scans HTML files in a Google Drive folder, extracts and stores page text in Postgres, generates embeddings with Ollama and PGVector, then computes chun…Postgres · Google Drive · Code · HTML · Recursive Character Text Splitter0 views
↗Answer WhatsApp support chats with OpenRouter, Pinecone, Gemini and GmailQuick overview This workflow triggers on incoming WhatsApp messages, uses an OpenRouter chat model with Pinecone retrieval (Gemini embeddings) to answer from your support knowledge…WhatsApp Business Cloud · AI Agent · Simple Memory · Pinecone Vector Store · Embeddings Google Gemini0 views
↗Enrich and deduplicate BROSH CRM leads with OpenAI and BROSH MCPQuick overview This workflow receives lead data via a webhook, validates and normalizes the payload, then uses OpenAI web search and the BROSH MCP API to enrich the lead and create…HTTP Request · Code · OpenAI0 views
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↗Intelligent Web Query and Semantic Re-Ranking Flow using Brave and Google GeminiWorkflow Description This workflow is a powerful, fully automated web query and semantic reranking system that allows users to perform precise, detailed searches, intelligently r…HTTP Request · Code · Basic LLM Chain · Anthropic Chat Model · OpenAI Chat Model4.9k views
↗Research AI Agent Team with auto citations using OpenRouter and PerplexityPurpose of workflow: This AI-powered workflow is designed to automatically generate comprehensive, well-researched articles on any given topic. It utilizes a team of AI agents to s…HTTP Request · Ghost · Code · AI Agent · Basic LLM Chain4.4k views
↗Scale Deal Flow with a Pitch Deck AI Vision, Chatbot and QDrant Vector StoreAre you a popular tech startup accelerator (named after a particular higher order function) overwhelmed with 1000s of pitch decks on a daily basis? Wish you could filter through th…Airtable · Edit Image · HTTP Request · Compression · Code6.8k views
↗KB Tool - Confluence Knowledge BaseEnhance Query Resolution with the Knowledge Base Tool! Our KB Tool - Confluence KB is crafted to seamlessly integrate into the IT Ops AI SlackBot Workflow, enhancing the IT suppor…HTTP Request6.2k views
↗Generating Image Embeddings via Textual SummarisationThis n8n template demonstrates an approach to image embeddings for purpose of building a quick image contextual search. Use-cases could for a personal photo library, product recomm…Edit Image · Google Drive · Embeddings OpenAI · Recursive Character Text Splitter · Simple Vector Store7.3k views
↗Build a Tax Code Assistant with Qdrant, Mistral.ai and OpenAIThis n8n workflows builds another example of creating a knowledgebase assistant but demonstrates how a more deliberate and targeted approach to ingesting the data can produce much …HTTP Request · Compression · AI Agent · OpenAI Chat Model · Simple Memory9.2k views
↗Build a Financial Documents Assistant using Qdrant and Mistral.aiThis n8n workflow demonstrates how to manage your Qdrant vector store when there is a need to keep it in sync with local files. It covers creating, updating and deleting vector sto…HTTP Request · Question and Answer Chain · Vector Store Retriever · Recursive Character Text Splitter · Default Data Loader16.9k views
↗Automate Your RFP Process with OpenAI AssistantsThis n8n workflow demonstrates how to automate oftern time-consuming form filling tasks in the early stages of the tendering process; the Request for Proposal document or "RFP". I…Slack · Gmail · Google Docs · Basic LLM Chain · OpenAI Chat Model8.9k views
↗Talk to your SQLite database with a LangChain AI Agent 🧠💬This n8n workflow demonstrates how to create an agent using LangChain and SQLite. The agent can understand natural language queries and interact with a SQLite database to provide a…HTTP Request · Compression · AI Agent · OpenAI Chat Model · Simple Memory22.5k views
↗AI-powered automated stock analysisIntroduction: Streamline your fundamental stock analysis process with AI-powered automation. By harnessing the power of SEC 10K reports - comprehensive documents required by the…Google Docs · Code · Code Tool · Wikipedia · OpenAI12.9k views
↗AI Crew to Automate Fundamental Stock Analysis - Q&A WorkflowHow it works: Using a Crew of AI agents (Senior Researcher, Visionary, and Senior Editor), this crew will automatically determine the right questions to ask to produce a detailed …Google Drive · Question and Answer Chain · Binary Input Loader · Embeddings OpenAI · OpenAI Chat Model27.9k views
↗Chat with a database using AIThis workflow allows you to ask questions about data stored in a database using AI. To use it, you'll need an OpenAI API key (although you could also swap in a model from another …AI Agent · OpenAI Chat Model28.4k views
↗Triage and answer college WhatsApp enquiries with OpenAI and SupabaseQuick overview This workflow ingests college documents from Google Drive into a Supabase vector store, then runs a WhatsApp-based admissions receptionist that handles text, voice, …HTTP Request · Google Drive · Supabase · WhatsApp Business Cloud · Code0 views
↗Triage and draft support replies using Anthropic and Google SheetsQuick overview This workflow receives support tickets via webhook (or manual test), uses Anthropic chat models to triage, research your documentation over HTTP, and draft a reply, …Google Sheets · HTTP Request · Code · AI Agent · Anthropic Chat Model0 views
↗Detect semantic duplicate website pages with Google Drive, Ollama and PostgresQuick overview This workflow scans HTML files in a Google Drive folder, extracts and stores page text in Postgres, generates embeddings with Ollama and PGVector, then computes chun…Postgres · Google Drive · Code · HTML · Recursive Character Text Splitter0 views
↗Answer WhatsApp support chats with OpenRouter, Pinecone, Gemini and GmailQuick overview This workflow triggers on incoming WhatsApp messages, uses an OpenRouter chat model with Pinecone retrieval (Gemini embeddings) to answer from your support knowledge…WhatsApp Business Cloud · AI Agent · Simple Memory · Pinecone Vector Store · Embeddings Google Gemini0 views
↗Enrich and deduplicate BROSH CRM leads with OpenAI and BROSH MCPQuick overview This workflow receives lead data via a webhook, validates and normalizes the payload, then uses OpenAI web search and the BROSH MCP API to enrich the lead and create…HTTP Request · Code · OpenAI0 views
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