CONFIG SOLVED

README.md

@@ -8,16 +8,18 @@ app_file: Dockerfile
 pinned: false
 ---
 
-# QA RAG System (FastAPI)
+# QA RAG FastAPI
 
-A Retrieval-Augmented Generation (RAG) Question Answering system built using:
-- FastAPI
+A Retrieval-Augmented Generation (RAG) Question Answering system built with FastAPI.
+
+## Features
+- Semantic chunking
 - Hugging Face embeddings
 - Hugging Face Inference API
 - SQLite (no vector DB)
-- Manual cosine similarity
+- Confidence + evidence-based answers
 
-## Endpoints
-- `POST /ingest` – Upload `.txt` documents
-- `POST /ask` – Ask questions with evidence & confidence
-- `GET /health` – Health check
+## API Endpoints
+- `POST /ingest`
+- `POST /ask`
+- `GET /health`