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Heimgeist/README.md
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# Heimgeist
Heimgeist is a local desktop chat client for Ollama. It combines an Electron + React renderer with a FastAPI backend, stores chat history in SQLite, supports optional SearXNG-backed web search, and can enrich prompts with context from local library indexes.
## Features
- Local desktop chat UI with Electron
- Ollama-backed chat with streaming and non-streaming replies
- Persistent chat sessions and automatic title generation
- Edit-and-regenerate flow for earlier user messages
- Optional web search enrichment with source chips
- Local library management for RAG-style prompt enrichment
- Theme selection and UI scale controls
## Local Libraries
The `DBs` tab is no longer a placeholder. You can:
- create and rename libraries
- register files and folders
- build, enrich, and index library content
- mark one library as active for chat context
- open or remove registered files from the UI
When a chat library is active, Heimgeist queries it before sending a message and appends the returned context block to the prompt.
## Stack
- Frontend: Electron, React, Vite
- Backend: FastAPI, SQLAlchemy, SQLite
- Search enrichment: SearXNG + page fetching/reranking
- Local RAG pipeline: corpus build, enrichment, embedding, and retrieval helpers under `backend/rag/`
## Development
Requirements:
- Node.js 18+
- Python 3.13
- Ollama running locally
- Optional: SearXNG on `http://localhost:8888`
Quick start:
```bash
./run.sh
```
This creates or refreshes `backend/.venv`, installs Python dependencies, installs npm dependencies, and starts the dev stack.
Manual startup:
```bash
python3.13 -m venv backend/.venv
backend/.venv/bin/python -m pip install -r backend/requirements.txt
npm install
npm run dev
```
## Project Layout
```text
.
├── backend/
│ ├── main.py
│ ├── local_rag.py
│ ├── rag/
│ ├── websearch.py
│ ├── ollama_client.py
│ ├── models.py
│ ├── database.py
│ ├── schemas.py
│ └── requirements.txt
├── electron/
│ ├── main.cjs
│ └── preload.cjs
├── src/
│ ├── App.jsx
│ ├── LibraryManager.jsx
│ ├── GeneralSettings.jsx
│ ├── InterfaceSettings.jsx
│ ├── WebsearchSettings.jsx
│ ├── markdown.js
│ ├── colorSchemes.js
│ └── styles.css
├── package.json
├── run.sh
└── vite.config.js
```