Embeddings Ollama templates

Local chatbot with retrieval augmented generation (RAG)

by Thomas Janssen

Local document question answering with Ollama AI, Agentic RAG & PGVector

by Jadai kongolo

⚠ AI Agent v1 (old agent modes)

Bitrix24 AI-Powered RAG Chatbot for Open Line Channels

by Ferenc Erb

⚠ Function (legacy)

Build an on-premises AI Kaggle competition assistant with Qdrant RAG and Ollama

by JHH

⚠ AI Agent v1 (old agent modes)

Build an MCP server which answers questions with retrieval augmented generation

by Thomas Janssen

Chat with your email history using Telegram, Mistral and Pgvector for RAG

by Alfonso Corretti

⚠ AI Agent v1 (old agent modes)

Create a private document Q&A system with Llama3, Postgres, Qdrant and Google Drive

by David Olusola

Gmail to vector embeddings with PGVector and Ollama

by Alfonso Corretti

Chat with internal documents using Ollama, Supabase Vector DB & Google Drive

by Lakindu Siriwardana

⚠ AI Agent v1 (old agent modes)

Automate web research with GPT-4, Claude & Apify for content analysis and insights

by Peter Zendzian

Airline web check-in data extraction with Ollama AI, Google Sheets & Postgres Vector DB

by Oneclick AI Squad

Implement on-prem RAG with Qdrant and Ollama for a self-hosted KB

by Mabura Ze Guru

Automated document compliance validation with AI and vector database

by Thapani Sawaengsri

⚠ LangChain Code (legacy)

Build a document-based AI chatbot with Google Drive, Llama 3, and Qdrant RAG

by Mohsin

⚠ AI Agent v1 (old agent modes)

Build comprehensive entity profiles with GPT-4, Wikipedia & vector DB for content

by Peter Zendzian

Build a local RAG chatbot with Ollama, Qwen, BGE-M3 and Postgres PGVector

by Wassim Abid

Gmail customer support auto-responder with Ollama LLM and Pinecone RAG

by Aashit Sharma

⚠ AI Agent v1 (old agent modes)

Create an AI knowledge base assistant using Ollama, PGVector and Telegram

by Jyothish S L

Handle AI customer support chats via WhatsApp, web chat, Ollama, and Qdrant

by Paras Gediya

Build hybrid RAG search over PDFs with Qdrant and Ollama

by Christo

Index local documents for RAG using Ollama embeddings and Qdrant

by Akash Narayan

Answer document questions with Ollama and Qdrant retrieval chat bot

by Akash Narayan

Autonomous AI Customer Support Agent with Multi-KB RAG & Human Escalation

by Nev

Sync documentation vectors from GitHub with Ollama and Qdrant

by John Moorhead

Build a dual-stage RAG chat assistant with Google Drive, Ollama, Pinecone and Gemini

by Alex Raj

Sync and audit template vectors with Ollama embeddings and Qdrant

by John Moorhead

⚠ Item Lists (legacy)

Seed a Supabase AI knowledge base from Notion with Ollama embeddings

by Nev

Build a Google Drive document similarity database with Ollama and Postgres

by Siddharth Gupta

Detect semantic duplicate website pages with Google Drive, Ollama and Postgres

by Siddharth Gupta