Program Setup Assistance

make this program work

To make the program in your `combined_output.txt` file work, we'll address the different issues and integrate the components properly. Here's what I noticed: 1. **Quantization**: The `quantization.py` script uses the `Llama` library with a model called `deepseek-70b.Q4_K_M.gguf`. Ensure that: - You have the model file in the specified location (`deepseek-70b.Q4_K_M.gguf`). - The library `llama_cpp` is installed and compatible with your hardware (e.g., GPU drivers for CUDA if needed). 2. **File Combining**: The `combine_files_in_directory` function in `combine_files.py` works well for recursively combining files into `combined_output.txt`. Ensure: - It runs in a directory containing relevant files. - You execute it using Python (`python combine_files.py`). 3. **NarrativePipeline**: - The `pipeline.py` script references classes `MultimodalAnalyzer`, `NarrativeRAG`, and `StoryEngine`, all of which are defined across other files. - The `_summarize_story` method in `NarrativePipeline` uses `ollama.generate`. Ensure: - The Ollama API is installed and configured. - The models (`llava`, `deepseek-llm:70b`) are accessible. 4. **StoryEngine**: - The `StoryEngine` class relies on context retrieval from `NarrativeRAG`. Double-check: - The `chromadb` database is initialized correctly. - The `retrieve_context` method is functioning as intended. 5. **Frontend (React)**: The React component `NarrativeGraph` uses `ReactFlow`. Ensure: - `ReactFlow` and `React` are properly installed in your frontend project. - The `useStore` state management is set up correctly. 6. **Virtual Environment Issues**: Your virtual environment setup seems inconsistent: - There are UTF-8 errors in the Python executables (`venv/bin/python3` and `venv/bin/python3.13`). - Recreate the environment: ```bash rm -rf venv python3 -m venv venv source venv/bin/activate pip install -r requirements.txt ``` 7. **General Steps to Test the Program**: - Set up the backend: ```bash cd backend source ../venv/bin/activate uvicorn api.main:app --reload ``` - Build and run the frontend: ```bash cd frontend npm install npm start ``` - Test the story generation pipeline: ```bash python pipeline.py ``` 8. **Error Handling**: - If any module isn't found, install the missing dependencies with: ```bash pip install <module_name> ``` If you're stuck at any specific part, let me know! I can guide you step by step.