Resources under the MIT license
Datasets, prompts, models and other resources published under the MIT license, most used first.
Source : https://opensource.org/license/mit
BGE-M3 embeddings for RAG over long documents
BGE-M3 for RAG over long documents: 1024 dimensions, up to 8,192 tokens, 100+…
Guardrail: mask U.S. personal data (SSN, phone, card)
Guardrail that masks U.S. personal data in AI assistant replies: SSNs, +1 phone…
Red teaming: 12 attacks on a customer service chatbot
12 attacks to replay on a U.S. e-commerce support chatbot: impersonation, data…
Red teaming: 10 tests on a U.S. HR assistant
10 tests for an internal HR assistant in the U.S.: employee data, hiring…
JSON schema: extract a U.S. invoice
JSON Schema to extract a U.S. invoice with an LLM: vendor, invoice number,…
JSON schema: extract a resume
JSON Schema to extract a resume with an LLM: experience, skills, education and…
JSON schema: classify a support ticket
JSON Schema to classify a support ticket: category, priority, sentiment,…
AI prompt for an Amazon or Shopify product listing
Prompt to write a product listing for Amazon or Shopify in English: title, 5…
Mistral 7B on a 16 GB Mac with Ollama
Ollama Modelfile to run Mistral 7B Instruct locally on a 16 GB Mac: Q4…
Qwen2.5 7B with vLLM on a 24 GB GPU
Serve Qwen2.5 7B Instruct with vLLM on a 24 GB GPU: OpenAI-compatible API, 8k…
llama.cpp server for a GGUF model
Run any GGUF model with the llama.cpp server: OpenAI-compatible API on port…
Private chat on your documents: Ollama, Qdrant, Open WebUI
docker-compose stack for a private chat on your documents: Ollama (model),…
Minimal private AI chat: Ollama and Open WebUI
The simplest stack for a private AI chat: Ollama and Open WebUI with…
Local automations: n8n and Ollama
docker-compose stack to automate with a local AI: n8n (workflows) and Ollama…
nomic-embed-text embeddings locally with Ollama
nomic-embed-text for a 100% local English RAG with Ollama: 768 dimensions, long…
Corpus: AI resource definitions (English)
Definitions of every AI resource type on Contexte Tech, one chunk each with the…