Cinnamon
[BUG] - GraphRAG dependencies not installed. GraphRAG retriever pipeline will not work properly
Description
The GraphRag functionality is not working due to apparently missing libraries. See attached screenshot of the first startup (there are a few errors about Powershell).
In fact, trying to run the research in an already loaded file into GraphRag, it returns an ERROR box message in the web UI.
Reproduction steps
Current environment:
Windows 10, 32GB RAM
Nvidia GTX1070, 8GB VRAM
Python 3.10.6
1. Go to 'kotaemon-app\scripts'
2. Run 'run_windows.bat'
3. Load a doc in GraphRag
4. Search in the doc
5. See error
Screenshots
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Logs
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Browsers
Firefox
OS
Windows
Additional information
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I have the same issue on macos
I encountered an issue during the setup and execution of GraphRAG indexing and retrieval pipelines in the Kotaemon environment. After following the steps below to resolve dependency issues, I managed to get rid of the "GraphRAG dependencies not installed" error, but I am now facing a new error related to reading .parquet files from an incorrect directory path.
Steps Taken to Resolve the Issue: Deactivate and Remove Previous Virtual Environment: conda deactivate conda remove -n kotaemon --all
Create and Activate a New Virtual Environment: conda create -n kotaemon python=3.10 conda activate kotaemon
Install Previous Version of GraphRAG: pip install graphrag==0.3.5
Install Required Dependencies: pip install -e "libs/kotaemon[all]" pip install -e "libs/ktem"
Check for Dependency Conflicts: pip check
Manually Adjust Package Versions: pip install aiofiles==23.2.1 pip install environs==9.5.0 pip install tenacity==8.2.3
Run the indexing process: The system proceeded with indexing, and everything seemed fine, as I did not receive the "GraphRAG dependencies not installed" message anymore.
but after that, During the execution of the retrieval pipeline, I encountered the following error:
FileNotFoundError: Parquet file not found: /Users/zooyong/Documents/Kotaemon/ktem_app_data/user_data/files/graphrag/bb84bca3-2bd0-4f70-936b-a4c095b1ab9f/output/create_final_nodes.parquet
Please check the latest version and instruction for setting up GraphRAG here https://github.com/Cinnamon/kotaemon#setup-graphrag.
