Metadata-Version: 2.1
Name: MultimodalGraphRetrieval
Version: 0.0.1a0
Summary: Multimodal Graph retrieval
Home-page: https://github.com/jayavibhavnk/MultimodalGraphRetrieval
Author: JVNK
Author-email: jaya11vibhav@gmail.com
Classifier: Development Status :: 3 - Alpha
Description-Content-Type: text/markdown
Requires-Dist: langchain
Requires-Dist: sentence_transformers
Requires-Dist: langchain-community
Requires-Dist: pypdf2==3.0.0
Requires-Dist: pypdf
Requires-Dist: pymupdf


# Example Usage

```python
from multimodal_rag import MultimodalRAG

# Initialize MultimodalRAG instance
mm_rag = MultimodalRAG(pdf_directory="/path/to/pdf_directory", output_directory="/path/to/output_directory")

# Preprocess documents
mm_rag.preprocess(directory="/path/to/pdf_directory", use_multiprocessing=True)

# Perform a multimodal query
query = "example query text"
search_results, result_paths = mm_rag.multimodal_query(query, k=5)

# Display results
print("Search Results:", search_results)
print("Result Paths:", result_paths)
```
