Update README.md

README.md

@@ -11,4 +11,60 @@ license: apache-2.0
 short_description: Fiscal AI Assitant
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+FislacBot - AI Assistant for FISLAC Documentation
+FislacBot is an artificial intelligence assistant specialized in FISLAC (Fiscal Latin America and Caribbean) documentation and fiscal analysis. It uses the Llama-2-7b model with RAG (Retrieval Augmented Generation) to provide accurate responses based on official documentation.
+Author
+Camilo Vega Barbosa
+
+AI Professor and Artificial Intelligence Solutions Consultant
+Connect with me:
+
+LinkedIn
+GitHub
+
+
+
+Features
+
+RAG-powered responses using official FISLAC documentation
+Interactive chat interface using Gradio
+GPU-accelerated inference
+Context-aware responses with source tracking
+
+How It Works
+The application uses a sophisticated RAG system that:
+
+Processes and indexes FISLAC documentation
+Generates embeddings using multilingual-e5-large
+Uses FAISS for efficient vector storage and retrieval
+Combines retrieved context with Llama-2 for accurate responses
+
+Technical Details
+
+Model: Meta-llama/Llama-2-7b-chat-hf
+Embeddings: intfloat/multilingual-e5-large
+Vector Store: FAISS
+Framework: Gradio
+Dependencies: Managed through requirements.txt
+Device Configuration: GPU-optimized using Accelerate
+
+Installation
+To run this application locally:
+
+Clone the repository
+Install dependencies:
+bashCopypip install -r requirements.txt
+
+Run the application:
+bashCopypython app.py
+
+
+Knowledge Base
+The system is trained on:
+
+Official FISLAC documentation
+Valencia et al. (2022) - "Assessing macro-fiscal risk for Latin American and Caribbean countries"
+Additional BID fiscal documentation
+
+
+Created by Camilo Vega Barbosa, AI Professor and Solutions Consultant. For more AI projects and collaborations, feel free to connect on LinkedIn or visit my GitHub.