I built proxy that keeps RAG working while hiding PII
Consistent pseudonymization beats redaction when RAG embeddings must survive.

Semantic file maps look cool but require external LLM API keys despite local claims.
Knowledge workers with large local file collections who want semantic search
Everything.ai · Fileside · Raycast
Demo video: https://vimeo.com/1198414414
New features: - LLM Chat with RAG (bring your own OpenAI compatible API key - ideally host a local model) - fresh redesign with light theme available in settings - multi-tabbed GUI: open multiple semantic maps at once - smart music player: auto-plays similar songs
Digger Solo offers semantic search and maps that allow you to browse your files intuively - uncovering hidden connections and near duplicates easily.
Happy to answer questions.
Consistent pseudonymization beats redaction when RAG embeddings must survive.
Parallel translation comparison beats single-source RAG for theological accuracy.
LLM operators inside DuckDB SQL with WASM support and multi-provider swapping.
The repo openly rejects the 'frozen weights' assumption and tries to prototype an assistant that rewires online — you can see the scaffolding in files like autonomous_ai.py, view_graph.py, a configs folder, a streamlit_apps dir and chroma_data. That's an interesting, contrarian direction, but the project is clearly early-stage: the UI and repo layout are tidy, yet there’s little in-repo evidence of benchmarks, experiments, or reproducible results to back the big claim.
RAG for Frappe when LangChain and LlamaIndex already support custom integrations.
Noise-filtered PDF/web extraction for RAG, but already solved by Jina, Firecrawl.