A vector-based document search and processing system
- Install the package using pip
pip install git+https://github.com/saiteja-madha/vector-ex.git-
Create a directory with PDF files
-
Create a Python script with the following code
from vectorex import VectorEx
# Initialize
vex = VectorEx()
# Process PDF files in a directory
vex.process_dir("./data")
# Search
results = vex.search("Example query", n_results=3)
# Print results
print("\n\nSearch results:")
for doc, score in results:
source = doc.metadata.get("id", "Unknown")
context = doc.page_content
print(f"Source: {source}\nScore: {score}\nContext:\n{context}\n\n---\n")git clone https://github.com/saiteja-madha/vector-ex.git
cd vector-ex
pip install -r requirements.txt
python example.py