AI Developer Tool / AI Application / RAG Assistant
An open-source multi-model teaching assistant for UIUC ECE 120, with a Gradio UI, retrieval-augmented search, and evaluation scripts. The repo includes setup instructions, a live Hugging Face demo, and details on how it uses separate models for retrieval, generation, moderation, and ranking.
The page clearly presents an AI-powered product/repository with a specific use case: a multi-media QA and search assistant for electrical engineering at UIUC. The README shows what it does, how to install and run it, and which files handle the UI, prompting, evaluation, and data ingestion. There is enough evidence for a useful public listing.
The snapshot does not show a full product walkthrough, screenshots of the app, or concrete API/model names beyond general references to multiple models, Pinecone, Whisper, and GPT-3. It also does not make clear how current the project is or whether the Hugging Face demo is still maintained.
Last evaluated 45 days ago. Current rank #841. Down 6 spots in the rankings.
A local-first Node.js utility that redacts emails, phone numbers, paths, secrets, URLs, and other identifiers from LLM prompts, then rehydrates responses locally using session-based mappings.
Self-hosted, OpenAI-compatible AI gateway for private RAG, natural-language data access, and tool-calling agents. It connects files, databases, vector stores, APIs, and MCP tools through one backend with auth, observability, and governance features.
A Claude Code skill that lets the model inspect live camera frames so it can verify hardware displays, spot wiring issues, and check physical UI behavior on real devices.
Runtime safety net for LLM agents that detects runaway token growth, classifies failure patterns, and suggests fixes without extra LLM calls. The project includes a Rust core, Python SDK, examples, benchmarks, and benchmark claims across multiple models and runs.
