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Signed-off-by: Matt Williams <m@technovangelist.com>
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Matt Williams 2024-04-30 22:40:37 -07:00
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2024-04-04-build-rag-with-python/readme.md
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[![Watch the video](https://img.youtube.com/vi/GxLoMquHynY/maxresdefault.jpg)](https://youtu.be/GxLoMquHynY)
1. Get started by installing the requirements: `pip install -r requirements.txt`
2. Make sure you have the models listed in config.ini. so for nomic-embed-text, run `ollama pull nomic-embed-text`. Update the config to show whatever models you want to use.
3. Then run ChromaDB in a separate terminal: `chroma run --host localhost --port 8000 --path ../vectordb-stores/chromadb`
4. Edit the list of docs in `sourcedocs.txt`
5. Import the docs: `python3 import.py`
6. Perform a search: `python3 search.py <yoursearch>`
1. Install the magic tools:
- **Debian/Ubuntu**`: `sudo apt-get install libmagic1`
- **Windows**: You'll need DLLs for libmagic. @julian-r maintains a pypi package with the DLLs, you can fetch it with: `pip install python-magic-bin`
- **Mac**: `brew install libmagic`
2. Get started by installing the requirements: `pip install -r requirements.txt`
3. Make sure you have the models listed in config.ini. so for nomic-embed-text, run `ollama pull nomic-embed-text`. Update the config to show whatever models you want to use.
4. Then run ChromaDB in a separate terminal: `chroma run --host localhost --port 8000 --path ../vectordb-stores/chromadb`
5. Edit the list of docs in `sourcedocs.txt`
6. Import the docs: `python3 import.py`
7. Perform a search: `python3 search.py <yoursearch>`
Some folks on Windows seem to have issues with installing this. I guess the install package names are different there. Try `pip install python-magic-bin` to get the magic stuff working.