# #ollama — MDRSS hashtag feed

> Public MDRSS cards tagged #ollama.
> Canonical feed: https://mdrss.com/feeds/ollama

## Cards (4)

### [Chat with PDF locally using Ollama + LangChain](https://mdrss.com/llm-engineering/serving-and-retrieval/2309/2309.md)

A powerful local RAG (Retrieval Augmented Generation) application that lets you chat with your PDF documents using Ollama and LangChain. This project includes multiple interfaces: a modern Next.js web app, a Streamlit interface, and Jupyter notebooks for experimentation.

Classification: llm-engineering/serving-and-retrieval · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Context+](https://mdrss.com/ai-agents/mcp-and-tools/2155/2155.md)

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy.

Classification: ai-agents/mcp-and-tools · Feed: ai-agents · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [METATRON](https://mdrss.com/software-craft/testing-and-quality/2083/2083.md)

AI-powered penetration testing assistant using local LLM on linux (Parrot OS) --- Metatron is a CLI-based AI penetration testing assistant that runs entirely on your local machine — no cloud, no API keys, no subscriptions. It runs real recon tools (nmap, whois, whatweb, curl, dig, nikto), feeds all results to a locally running AI model, and the AI analyzes the target, identifies vulnerabilities, suggests exploits, and recommends fixes.

Classification: software-craft/testing-and-quality · Feed: software-craft · Updated: 2026-08-04T12:22:38.168Z · Version: 1

### [Ollama Swift Client](https://mdrss.com/llm-engineering/serving-and-retrieval/1183/1183.md)

A Swift client library for interacting with the Ollama API. Pass "json" to get back a JSON string, or specify a full JSON Schema: The format parameter works with both chat and generate methods.

Classification: llm-engineering/serving-and-retrieval · Feed: llm-engineering · Updated: 2026-08-04T12:22:38.168Z · Version: 1