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README.md

@@ -1,39 +1,49 @@
-## Necessary resources
-
-### Model must be downloaded to local ai_workshop folder:
-Llama 2 Model (Quantized one by the Bloke): https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q8_0.bin
-
-### License and other reference
-The code in all scripts subjects to a licence of 96harsh52/LLaMa_2_chatbot (https://github.com/96harsh52/LLaMa_2_chatbot)
-Youtube instruction (https://www.youtube.com/watch?v=kXuHxI5ZcG0&list=PLrLEqwuz-mRIdQrfeCjeCyFZ-Pl6ffPIN&index=18)
-
-Llama 2 HF Model (Original One): https://huggingface.co/meta-llama
-Chainlit docs: https://github.com/Chainlit/chainlit
-
-## Create virtual Environment
-
-1. Create Virtual env:
-	>`cd ai_workshop`
-	>`python -m venv langchain`
-
-2. Activate virtual evn:
-	>`langchain\Scripts\activate`
-
-*NOTE: if you see the read warning in cmd terminal said "running scripts is disabled on this system" , use Powershell to setup API server:
-	1. open Powershell
-	   > `Set-ExecutionPolicy Unrestricted -Scope Process`
-	2. activate virtual env as previous steps
-
-3. install requirements.txt
-    > `python -m ensurepip --upgrade`
-    > `python -m pip install --upgrade setuptools`
-	> `python -m pip install -r requirements.txt`
-   
-
-## Create local vectors storage database
-
-After activate virtual environment, run `python .\ingest.py`
-
-## Setup Medical chatbot server with chainlit
-
+---
+license: mit
+title: '"Medical Document Assistant APP with LLM RAG framework'
+sdk: docker
+emoji: 📚
+colorFrom: blue
+colorTo: red
+pinned: false
+short_description: Search medical terms among uploaded document
+---
+## Necessary resources
+
+### Model must be downloaded to local ai_workshop folder:
+Llama 2 Model (Quantized one by the Bloke): https://huggingface.co/TheBloke/Llama-2-7B-Chat-GGML/blob/main/llama-2-7b-chat.ggmlv3.q8_0.bin
+
+### License and other reference
+The code in all scripts subjects to a licence of 96harsh52/LLaMa_2_chatbot (https://github.com/96harsh52/LLaMa_2_chatbot)
+Youtube instruction (https://www.youtube.com/watch?v=kXuHxI5ZcG0&list=PLrLEqwuz-mRIdQrfeCjeCyFZ-Pl6ffPIN&index=18)
+
+Llama 2 HF Model (Original One): https://huggingface.co/meta-llama
+Chainlit docs: https://github.com/Chainlit/chainlit
+
+## Create virtual Environment
+
+1. Create Virtual env:
+	>`cd ai_workshop`
+	>`python -m venv langchain`
+
+2. Activate virtual evn:
+	>`langchain\Scripts\activate`
+
+*NOTE: if you see the read warning in cmd terminal said "running scripts is disabled on this system" , use Powershell to setup API server:
+	1. open Powershell
+	   > `Set-ExecutionPolicy Unrestricted -Scope Process`
+	2. activate virtual env as previous steps
+
+3. install requirements.txt
+    > `python -m ensurepip --upgrade`
+    > `python -m pip install --upgrade setuptools`
+	> `python -m pip install -r requirements.txt`
+   
+
+## Create local vectors storage database
+
+After activate virtual environment, run `python .\ingest.py`
+
+## Setup Medical chatbot server with chainlit
+
 After set up the database folder of "vectorstore/db_faiss", run `chainlit run .\model.py > logs.txt`