add utils files
Summary
Added the utils module for the Government Scheme RTI Assistant. This module supports document ingestion, embedding generation, vector retrieval, RAG-based scheme answering, and RTI draft generation.
Changes Made
- Added
embedder.pyto initialize the HuggingFace embedding model. - Added
loader.pyto read.txtscheme documents from thedatafolder, split them into chunks, and store embeddings in ChromaDB. - Added
retriever.pyto retrieve relevant scheme information from ChromaDB and generate answers using Ollama. - Added scheme metadata for PM-Kisan and Ayushman Bharat, including portal, office, and required documents.
- Added
rti_generator.pyto generate RTI application drafts in English and Telugu. - Added
__init__.pyfor theutilspackage.
Note
This commit also includes Python __pycache__ files and a small USER_MANUAL.md change adding naga. These may be removed in a cleanup commit if they were added accidentally.
Edited by Naga vardhan Reddy