Duplicate from demoPOC/jGPT

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bin.* filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zstandard filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

Jio.txt

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+Jio True 5G 
+ 
+Q1. When is Jio 5G getting launched in my city/area? | Will the Jio 5G network be available across India? 
+ 
+Ans: Jio True 5G is now available in more than 255+ cities across 28 states and Union Territories in India covering many major cities. 
+ 
+ 
+Advisor Script: May I know which city/location are you looking for? 
+ 
+Advisor Check:  Refer the supporting article and basis the state name shared by the customer ask for the city name the customer is enquiring about. 
+ 
+State/UT 	City 
+Andhra Pradesh 	Visakhapatnam, Vijayawada, Guntur, Tirumala, Nellore, Tirupati, Eluru, Kakinada, Kurnool, Chittoor, Kadapa, Narasaraopet, Ongole, Rajamahendravaram, Srikakulam, Vizianagaram, 
+Ananthapuramu, Bhimavaram, Chirala, Guntakal, Nandyal, Tenali, Hindupur, Madanapalle, Proddatur 
+Assam 	 Maa Kamakhya Temple Complex, Guwahati, Silchar, Nagaon, Dibrugarh, Jorhat, Tezpur 
+Chandigarh 	Chandigarh 
+Delhi 	Delhi 
+Gujarat 	Ahmedabad, Amreli, Anand, Ahwa, Bharuch, Bhavnagar, Bhuj, Botad, Chhota Udaipur, Dahod, Godhra, Himatnagar, Jamnagar, Junagadh, Kalol, Khambalia, Lunawada, Mehsana, Morbi, Modosa, Navsari, Nadiad, Palanpur, Patan, Porbandar, Rajkot, Rajpipla, Surat, Wadhwan, Vadodara, Valsad, Vyara, Veraval, Ankleshwar, Savarkundla 
+Goa 	 Panaji 
+Haryana 	Faridabad, Gurugram, Panchkula, Ambala, Bahadurgarh, Hisar, Karnal, Panipat, Rohtak, Sirsa, Sonipat, Thanesar, Yamunanagar 
+Karnataka 	Bengaluru, Mysuru, Hubli-Dharwad, Mangalore, Belgaum, Bijapur, Kalaburagi, Bellary, Udupi (Including Manipal), Shivamogga, Davanagere, Hospet, Bidar, Gadag-Betagiri, Bagalkote, Chikkamagaluru, Hassan, Mandya, Tumakuru, Chitradurga 
+Kerala 	Kochi, Trivandrum, Guruvayur Temple, Kozhikode, Thrissur, Chertala , Kollam, Kannur, Kottayam, Palakkad, Malappuram,  Alappuzha 
+Madhya Pradesh 	Bhopal, Indore, Gwalior, Jabalpur, Ujjain, Mahakaleshwar Jyotirlinga, Shri Mahakaal Mahalok, Chhindwara, Ratlam, Rewa, Sagar 
+Maharashtra 	Mumbai, Pune, Aurangabad, Nashik, Ahmednagar, Nagpur, Solapur, Amravati, Kolhapur, Nanded-Waghala, Sangli, Jalgaon, Latur, Akola, Parbhani 
+Orissa 	 Bhubaneshwar, Cuttack, Rourkela, Brahmapur, Balasore, Baripada, Bhadrak, Jharsuguda, Puri, Sambalpur, Balangir, Nalco, Talcher 
+Punjab 	Ludhiana, Mohali, Zirakpur, Derabassi, Kharar, Amritsar, Jalandhar, Phagwara, Patiala, Bathinda, Khanna, Mandi Gobindgarh 
+Puducherry 	 Puducherry 
+Rajasthan 	Nathdwara, Jaipur, Jodhpur, Udaipur, Bikaner, Kota, Ajmer, Alwar, Bhilwara, Sri Ganganagar, Sikar 
+Tamil Nadu 	Chennai , Coimbatore, Madurai, Tiruchirappalli, Salem, Hosur Vellore, Tiruppur, Dharmapuri, Erode, Thoothukudi, Cuddalore, Dindigul, Kancheepuram, Karur, Kumbakonam, Nagercoil, Thanjavur, Tiruvannamalai 
+Telangana 	Hyderabad, Warangal, Karimnagar, Khammam, Nizamabad, Nalgonda, Adilabad, Mahabubnagar, Ramagundam, Mancherial 
+Uttar Pradesh 	Varanasi, Lucknow, Ghaziabad, Noida, Meerut, Agra, Kanpur, Prayagraj, Bareilly, Jhansi, Aligarh, Moradabad, Saharanpur, Mathura, Gorakhpur 
+Uttarakhand 	 Dehradun, Haridwar, Roorkee, Haldwani-Kathgodam, Rishikesh, Rudrapur 
+West Bengal 	Kolkata, Siliguri, Asansol, Durgapur 
+Chhattisgarh 	 Raipur, Durg, Bhilai, Bilaspur, Korba, Rajnandgaon , Ambikapur, Dhamtari, Raigarh 
+Bihar 	 Patna, Muzaffarpur, Gaya 
+Jharkhand 	 Ranchi, Jamshedpur, Dhanbad 
+Arunachal Pradesh 	 Itanagar 
+Manipur 	 Imphal 
+Meghalaya 	 Shillong 
+Mizoram 	 Aizawl 
+Nagaland 	 Kohima and Dimapur 
+Tripura 	 Agartala 
+Himachal Pradesh 	 Shimla, Bilaspur, Hamirpur and Nadaun 
+ 
+ 
+Enquired City is part of the list 	Enquired City is NOT Part of the list 
+Sir/Ma’am, Jio True 5G service is available in your city. By December 2023, we will deliver Jio 5G to every town, every taluka, and every tehsil of our country. To check current list of cities covered under 5G, you can visit www.jio.com/5g 
+  	Sir/Ma’am, we are working to make Jio True 5G available in your city soon. We are increasing the Jio 5G footprint city by city on an ongoing basis. By December 2023, we will deliver Jio 5G to every town, every taluka, and every tehsil of our country. 
+We will keep you informed on the launch dates for your town/city. To check current list of cities covered under 5G, you can visit www.jio.com/5g 
+
+ 
+ 
+Q2. Is Jio True 5G available in Delhi-NCR Region as well? 
+Ans. Jio is the only operator to provide True 5G services across Delhi-NCR region, including Delhi, Gurugram, Noida, Ghaziabad, Faridabad and other major locations. Jio is rolling out the most-advanced True 5G network at a rapid pace and covers major parts of this geography. 
+ 
+ 
+Q3. How will I come to know if I am eligible for/have got Jio Welcome Offer? 
+Ans: The invited customers will be communicated the same via notifications. You can also check the same on your MyJio app. 
+MyJio view for advisor reference: 
+  
+ 
+ 
+Q4. What should I do to experience 5G? 
+Ans: In our promise to make customers’ life simpler, we bring the latest technology with the highest level of convenience. Jio is a true 5G-ready network, unlike other networks. Jio users do not need to change their SIM cards. You will need a Jio 5G network compatible 5G handset 5G network availability in your area then you will be eligible for an invitation to the Jio Welcome Offer. 
+ 
+ 
+Q5. I have a 5G compatible handset and my city has Jio 5G network, why didn’t I get Jio Welcome Offer? 
+Ans: Sir/Mam, the Jio Welcome offer is only available through invite for customers having a Jio 5G network compatible device and a valid active plan in 5G launched city. 
+Please be assured that if you fulfill all criteria, you will receive an invite soon and we will inform you. In the meanwhile, please express interest on the MyJio app or jio.com for 5G service. 
+ 
+Q6. My current recharge plan is less than Rs. 239 however I have received a notification that my account has been credited with Jio Welcome Offer | I have received JWO on my account | Will I still be able to enjoy the Jio Welcome offer services? 
+Ans: Advisor Check: Check if JWO is attached to the account or not. 
+If YES, then please use the below script. 
+If NO, then refer to FAQ No. Q7. 
+Script: You have currently received the Jio Welcome Offer which is valid till the expiry of your current active plan. However, in the future, to continue Jio Welcome Offer you need to recharge with the plan of Rs. 239 & above. 
+ 
+ 
+Q7. I have a 5G compatible handset and my city has Jio 5G network, how can I get Jio Welcome Offer? 
+Ans: Jio Welcome Offer will be available to Jio customers: 
+1. With Jio 5G-network compatible devices and 
+2. 5G network availability in your area 
+3. Having a valid active prepaid OR postpaid plan 
+ 
+Q8. What is Jio’s 5G Wi-Fi service? 
+Ans: With an aim to enable 5G-for-all, we are launching Jio True 5G powered WiFi services in high footfall areas such as educational institutions, religious places, railway stations, bus stands, commercial hubs and more. As a shubh-aarambh, we have launched Jio True 5G powered Wi-Fi services in temple town of Nathdwara, in Rajasthan. This will help users to experience Jio’s True 5G service first-hand. 
+Jio True 5G powered Wi-Fi services are available in the holy shrine of Mahakaleshwar Jyotirlinga, Shri Mahakaal Mahalok, Guruvayur Temple premises and Maa Kamakhya Temple Complex. We will keep you informed as we cover more cities with Jio True 5G powered Wi-Fi services. 
+ 
+ 
+Q9. What is 5G? | I am happy with the 4G network, why should I take Jio5G? 
+Ans: 5G is the 5th generation mobile network which is the latest in mobile telecommunication technology. 
+Jio is deploying the most advanced version of 5G, called Stand-Alone 5G, which has zero dependencies on our 4G network. With Stand-Alone 5G, Jio can deliver new and powerful services such as low latency connectivity, massive machine-to-machine communication, 5G voice, edge computing and network slicing, and the metaverse. 
+While Jio 5G is TRUE 5G, other operators are deploying a non-Standalone version of 5G that operates on their 4G core, thereby making Jio True 5G far superior to these 4G based non-standalone networks. 
+ 
+Q10. How is Jio True 5G different from Jio4G? 
+Ans: India's ONLY True-5G network will provide an unparalleled combination of coverage, capacity, quality and affordability. 
+Jio True 5G offers multiple advantages compared to other networks. 
+A.	Stand-alone 5G architecture: 
+•	World's most advanced 5G network with Zero dependency on 4G network 
+•	Offers powerful functionalities like low latency, massive machine-to-machine communication, 5G voice, Edge computing and network slicing 
+•	Far superior to 4G-based Non-Standalone networks being launched by other operators 
+  
+B.	Largest and the Best mix of the spectrum: 
+•	Largest and the most appropriate mix of wireless spectrum for 5G across 700 MHz, 3500 MHz, and 26 GHz bands, giving Jio True 5G a distinct competitive advantage over other operators 
+•	Jio is the only operator that has the 700 MHz low-band spectrum that will ensure deep indoor coverage 
+  
+C.	Carrier Aggregation: 
+•	Seamlessly combines these 5G frequencies into a single powerful “data highway” using an advanced technology called Carrier Aggregation 
+The Jio advantages will enable users to experience 5G speeds up to 1 Gbps with ultra-low latency and the best indoor and outdoor experience. 
+ 
+ 
+Q11. Do I need to change my SIM to upgrade to 5G? | Will my eSIM work on Jio5G? 
+Ans: Jio is a true 5G-ready network. Jio users do not need to upgrade their Jio SIM card to experience Jio True 5G. In our promise to make customers’ life simpler, we bring the latest technology with the highest level of convenience. 
+  
+Q12. What happens if I move from the 5G coverage area to the 4G Coverage area? 
+Ans: With Jio, you will be able to move seamlessly between 5G and 4G networks without any action/intervention required on your part. The network display on your mobile will show 5G or 4G depending on the coverage available in your location. 
+ 
+Q13. What is Stand Alone and Non-Stand Alone deployment in 5G? How is it beneficial? 
+Ans: Jio is deploying the latest version of 5G, called Stand-Alone 5G, which has zero dependencies on our 4G network. With Stand-Alone 5G, Jio can deliver new and powerful services such as low latency connectivity, massive machine-to-machine communication, 5G voice, Edge computing and network slicing, and the metaverse.  
+Other Indian operators are deploying a version of 5G, called non-Standalone 5G, which is essentially a 5G radio signal delivered over an existing 4G infrastructure and may not deliver a True-5G experience to its users. 
+ 
+ 
+Q14. What is Carrier Aggregation? How is it beneficial? 
+Ans: Carrier Aggregation is an effective tool to extend the coverage of mid and high bands that leads to an increased capacity. Jio is uniquely positioned to use this feature as it has a spectrum in the low, mid and high bands to provide an exceptional True 5G experience. 
+ 
+Q15. On which bands will Jio 5G be available? 
+Ans: Jio 5G will be available on n28, n78, and n258 bands. 
+ 
+Q16. Will my paired smartwatch work if I upgrade to Jio 5G on my smartphone? 
+Ans: Yes, your paired smartwatch will work seamlessly. 
+ 
+Q17. Will I be able to pair my smartwatch with my smartphone which is working on Jio 5G? 
+Ans: Yes, it can be paired easily. 
+ 
+ 
+Q18. Will I be able to use 5G on international roaming? 
+Ans: 5G services will soon be available on International Roaming through partner operators abroad. 
+ 
+ 
+Q19. What are Jio's 5G Tariff Plans? | What will be the cost of a 5G tariff plan? | Is the 5G tariff plan going to be higher than the current 4G plans? | Will my Current Plan work on 5G? | I am already on an annual plan, will I be able to use 5G services? | I have recharged in advance, will my upcoming plans work on 5G? 
+Ans: All Jio True 5G customers who are invited for the Jio Welcome Offer, can enjoy UNLIMITED 5G Data with speeds up to 1 Gbps. 
+To continue getting the benefit of the Jio Welcome Offer, you need to have an active Postpaid connection or a valid active prepaid base plan of Rs. 239 or higher.  
+ 
+ 
+Q20 What benefits will I get under Jio Welcome Offer? 
+Ans: Under Jio Welcome Offer you will be provided additional Unlimited 5G data along with the existing entitlements under your active recharges/plans. 
+•	The additional unlimited 5G data will work as long as you have a valid active base plan 
+•	Additional unlimited 5G data benefits will be used for your usage on the 5G network and the data entitlement under your active base plan will be used for your usage on the 4G network 
+ 
+ 
+Q21. What will happen to my current plan in case I get Jio Welcome Offer? 
+Ans: Your current base plan and Jio Welcome Offer benefits will work in parallel. When you are in a 5G coverage area, you can experience high speeds and other benefits of Jio True 5G services offered under the Jio Welcome Offer. 
+ 
+ 
+ 
+Q22. For how long will I continue to get benefits under Jio Welcome Offer? 
+Ans: You will continue to get benefits under Jio Welcome Offer until the 5G network coverage in your city is substantially complete to provide the best coverage and user experience to every customer. 
+ 
+ 
+Q23. I am buying a new 5G device. Do I need to check whether it supports SA? | I am buying a new 5G device. Will it work on Jio 5G? 
+Ans: Most 5G devices will be compatible with the Jio5G network. Some devices might require a software upgrade which will directly get pushed to your phone from the device brands. Please ensure you install the update to make your phone 5G-ready. We are working closely with all mobile device brands to ensure these updates are made available at the earliest so that you don’t miss out on the Jio True 5G experience. 
+ 
+ 
+Q24. How do I check if my device is Jio5G compatible? 
+Ans: You can now easily check if your device is 5G ready. Please visit our website www.jio.com/5g and select your handset model from the drop-down list to check 5G compatibility. 
+I am also sending you an SMS which has this link. 
+ 
+Q25. Can you recommend a suitable 5G handset which I can buy? 
+Ans: You may visit Reliance Digital Store or MyJio Store for the latest range of 5G devices. Alternatively, you may also visit online JioMart or reliance digital.in sites/apps. You can avail of exciting offers and financing options on these devices. We will continue to also notify our customers of exciting 5G handset offers to upgrade. 
+ 
+Q26. Does Jio have any 5G phone, which I can buy? | Will my JioPhone work on Jio5G? 
+Ans: All JioPhone models currently available in the market are 4G compatible only. 
+ 
+ 
+Q27. What is Jio AirFiber? When will it be available? What will be the charges? 
+Ans: JioAirFiber delivers fiber-like speeds over the air without any wires. With JioAirFiber, it will be really easy to quickly connect your home or office to Gigabit-speed Internet. JioAirFiber Home Gateway is a wireless, simple, single-device solution. You will have to just plug it in, turn it on, and that's it. You now have a personal Wi-Fi hotspot in your home, connected to ultra-high-speed internet using True 5G. On top of that, because it's an end-to-end wireless solution, there are no wires coming into your house. 
+ 
+Q28. What is Jio Glass? When will it be available? What will be the charges? 
+Ans: Thank you for your interest in our upcoming JioGlass powered by Jio True 5G. We will update all the information about JioGlass on MyJio app and Jio.com soon. 
+ 
+Q29. Can I buy a Jio5G Dongle? | Will my JioFi work on Jio5G? 
+Ans: All JioFi models currently available in the market are 4G compatible only. 
+ 
+ 
+Q30. Will 5G drain out my mobile battery charge? | My mobile battery is draining fast on 5G etc | My phone battery is getting discharged or drained faster when I use 5G network, why is this happening this is the same phone I was using in 4G also. 
+Ans: Battery usage depends on various scenarios like video streaming, data download, active apps running in the background, gaming etc. 
+In case, you are getting battery backup which is significantly lower than the manufacturer’s claim OR facing an issue of excessive battery draining, then you can connect with your device manufacturer for assistance. 
+ 
+ 
+Q31. I am a non-Jio user, how can I get Jio Welcome Offer? 
+Ans: In case you are a customer of other networks, you can easily switch to Jio by porting your existing number. You can get your Jio SIM home delivered.  
+As a Jio customer, once you are invited to the Jio Welcome Offer, you will be able to experience Jio True 5G. 
+Ask the customer if s/he would like you to take the lead on his/ her behalf. If yes, follow the below process: 
+Click on Lead   under ‘Quick Links’ on the Novelvox home page 
+Script: May I know the PIN code? 
+Check if the PIN code is in a serviceable area (Enter PIN code provided by the customer and check if ‘City’ details are auto-populated). 
+  
+If the customer’s PIN code is in a serviceable area (Log a lead) 
+Script: Sir/Ma’am, I am arranging for free home delivery of Postpaid SIM for you. I would need your details. 
+Below is the screen representation for Novelvox Lead capture: 
+   
+Follow the steps: 
+1.	Select the product (For Postpaid, select Postpaid. For Prepaid, select SIM) 
+2.	Enter the First name 
+3.	Enter the Last name 
+4.	Enter contact number (contact number i.e. 10 digits mobile number or landline number with STD code) 
+5.	Select the 1st available area from the drop-down 
+6.	Enter time slot (preferable time slot for delivery) 
+7.	Enter the address (do not capture area and Pincode again) 
+8.	Click on ‘Submit’ 
+Once a lead is logged: Thank you for your interest. 
+ 
+Q32. I am getting banner on MyJio app to express interest for Jio Welcome Offer. What is this? 
+Ans: Jio True 5G is now available in more than 255+ cities across 28 states and Union Territories in India covering many major cities. We are increasing the Jio 5G footprint city by city on an ongoing basis. 
+By December 2023, we will deliver Jio 5G to every town, every taluka, and every tehsil of our country. 
+We will keep you informed on the launch dates for your town/city. 
+You can click on the banner in the MyJio app to express your interest in Jio True 5G. We will check the availability of Jio True 5G network in your usage area and the compatibility of your handset with Jio True 5G network. You need to have an active Jio Postpaid plan or Jio Prepaid recharge. On successful validation, you will receive an invitation for Jio Welcome Offer. 
+  
+ 
+Q33. I have clicked on the banner but why did I not receive an invitation for Jio True 5G? 
+Ans: Once you express your interest by clicking on the banner in MyJio app, we will check the availability of Jio True 5G network in your usage area and compatibility of your handset with Jio True 5G network. You need to have an active Jio Postpaid plan or Jio Prepaid recharge. On successful validation, you will receive an invitation for Jio Welcome Offer. 
+ 
+ 
+Q34. Why am I not able to see the option to Express Interest for Jio True 5G in MyJio app?/My friend is getting the option to Express Interest for Jio True 5G. Why am I not getting it? 
+Ans: Jio True 5G is now available in more than 255+ cities across 28 states and Union Territories in India covering many major cities. 
+Advisor Script: May I know which city/location are you looking for? 
+Advisor Check:  Refer the supporting article and basis the state name shared by the customer ask for the city name the customer is enquiring about.  
+Click here 
+Enquired City is part of the list 	Enquired City is NOT Part of the list 
+Sir/Ma’am, Jio True 5G service is available in your city. By December 2023, we will deliver Jio 5G to every town, every taluka, and every tehsil of our country. 
+Jio customers who have activated their numbers from the launched cities will get the option to Express Interest for Jio True 5G in MyJio app. 
+In case you have activated your Jio number in a different city, the option to Express Interest will be available for you in MyJio app as soon as Jio True 5G services are rolled out in that city. 
+To check current list of cities covered under 5G, you can visit www.jio.com/5g  
+Sir/Ma’am, we are working to make Jio True 5G available in your city soon. We are increasing the Jio 5G footprint city by city on an ongoing basis. By December 2023, we will deliver Jio 5G to every town, every taluka, and every tehsil of our country. 
+We will keep you informed on the launch dates for your town/city. To check current list of cities covered under 5G, you can visit www.jio.com/5g  
+
+  
+ 
+

README.md

@@ -0,0 +1,14 @@
+---
+title: Flask_test
+emoji: 🦀
+colorFrom: blue
+colorTo: pink
+sdk: gradio
+sdk_version: 2.8.13
+app_file: app.py
+pinned: false
+license: mit
+duplicated_from: demoPOC/jGPT
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference

app.py

@@ -0,0 +1,61 @@
+import openai
+import numpy as np
+import pandas as pd
+import os
+from langchain.embeddings.openai import OpenAIEmbeddings
+from langchain.embeddings.huggingface import HuggingFaceEmbeddings
+from langchain import HuggingFaceHub
+from langchain.vectorstores import Chroma
+from langchain.text_splitter import RecursiveCharacterTextSplitter
+from langchain.llms import OpenAI
+from langchain.chains import RetrievalQA
+from langchain.chains import VectorDBQA
+from langchain.document_loaders import TextLoader
+from langchain.document_loaders import UnstructuredFileLoader
+from flask import Flask, jsonify, render_template, request
+from werkzeug.utils import secure_filename
+from werkzeug.datastructures import  FileStorage
+import nltk
+nltk.download("punkt")
+import warnings
+warnings.filterwarnings("ignore")
+
+
+
+openai.api_key=os.getenv("OPENAI_API_KEY")
+
+
+import flask
+import os
+from dotenv import load_dotenv
+load_dotenv()
+
+
+loader = UnstructuredFileLoader('Jio.txt', mode='elements')
+documents= loader.load()
+
+text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=0)
+texts = text_splitter.split_documents(documents)
+embeddings = OpenAIEmbeddings()
+doc_search = Chroma.from_documents(texts,embeddings)
+chain = VectorDBQA.from_chain_type(llm=OpenAI(), chain_type="stuff", vectorstore=doc_search)
+
+app = flask.Flask(__name__, template_folder="./")
+
+
+@app.route('/')
+def index():
+    return flask.render_template('index.html')
+
+@app.route('/post_json', methods=['POST'])
+def process_json():
+    content_type = request.headers.get('Content-Type')
+    if (content_type == 'application/json'):
+        requestQuery = request.get_json()
+        print("Ques:>>>>"+requestQuery['query']+"\n Ans:>>>"+chain.run(requestQuery['query']))
+        return jsonify(botMessage=chain.run(requestQuery['query'])); 
+    else:
+        return 'Content-Type not supported!'
+
+if __name__ == '__main__':
+    app.run(host='0.0.0.0',  port=int(os.environ.get('PORT', 7860)))

index.html

@@ -0,0 +1,203 @@
+<!DOCTYPE html>
+<html>
+<head>
+	<title>AI Assist</title>
+	<link rel="icon" type="image/png"  />
+	<link rel="apple-touch-icon" type="image/png"  />
+	<style>
+		body {
+			background-color: #ECE5DD;
+			font-family: Arial, sans-serif;
+			font-size: 14px;
+			padding: 20px;
+		}
+		.container {
+			display: flex;
+			flex-direction: column;
+			height: 700px;
+			max-width: 700px;
+			margin: 0 auto;
+			background-color: #fff;
+			border-radius: 10px;
+			box-shadow: 0px 5px 10px rgba(0,0,0,0.1);
+			overflow: hidden;
+		}
+		.header {
+			display: flex;
+			align-items: center;
+			justify-content: center;
+			height: 60px;
+			background-color:#0f3cc9 ;
+			/* #075E54 */
+			color: #fff;
+			font-weight: bold;
+			font-size: 20px;
+		}
+		.chat-area {
+			flex-grow: 1;
+			padding: 20px;
+			overflow-y: auto;
+		}
+		.chat-area p {
+			margin: 5px 0;
+		}
+		.message-box {
+			display: flex;
+			align-items: center;
+			background-color: #F4F4F4;
+			padding: 10px;
+			border-top: 1px solid #ccc;
+		}
+		.message-box input {
+			flex-grow: 1;
+			border: none;
+			padding: 10px;
+			font-size: 14px;
+			border-radius: 5px;
+			background-color: #fff;
+			margin-right: 10px;
+		}
+		.message-box button {
+			background-color:#0f3cc9 ;
+			/* #075E54 */
+			color: #fff;
+			border: none;
+			padding: 10px;
+			font-size: 14px;
+			font-weight: bold;
+			border-radius: 5px;
+			cursor: pointer;
+		}
+		.user-message {
+			display: flex;
+			flex-direction: row-reverse;
+			align-items: center;
+			margin-bottom: 10px;
+		}
+		.bot-message {
+			display: flex;
+			align-items: center;
+			margin-bottom: 10px;
+		}
+		.user-message p, .bot-message p {
+			background-color:#ccd6f2;
+			 /* #DCF8C6; */
+			color: #000;
+			padding: 10px;
+			border-radius: 10px;
+			max-width: 60%;
+			word-wrap: break-word;
+		}
+		.user-message p {
+			margin-right: 10px;
+		}
+		.bot-message p {
+			margin-left: 10px;
+		}
+
+		.logoClass
+		{
+			width: 50px;
+			height: 40px;
+			align-self: center;
+			margin-right: 10px;
+			gap: 20px 20px; 
+			background-repeat: no-repeat;
+			background-size: cover;
+			/* background-image: url({{url_for('static',filename='.png')}}); */
+		}
+	</style>
+</head>
+<body>
+	<div class="container">
+		<div class="header">
+			<div> </div>
+			<div>AI Assist - Powered by J-GPT</div> 
+		</div>
+		<div class="chat-area">
+			<div class="bot-message">
+				<p>Hello! How can I assist you today?</p>
+			</div>
+		</div>
+		<div class="message-box">
+			<input id="user-input" type="text" placeholder="Type your message..." onkeyup="return searchKeyPress(event)">
+			<button id="send-button" onclick="sendMessage()">Send</button>
+		</div>
+	</div>
+
+	<script>
+
+		function searchKeyPress(event) {
+					event.preventDefault();
+					if (event.keyCode === 13) {
+						document.getElementById("send-button").click();
+					}
+				};
+
+		async function sendMessage() {
+            var response="";
+			// Get the user input
+			var userInput = document.getElementById("user-input").value;
+
+			// Create a new user message and add it to the chat area
+			var userMessage = document.createElement("div");
+			userMessage.classList.add("user-message");
+			userMessage.innerHTML = '<p>' + userInput + '</p>';
+			document.querySelector(".chat-area").appendChild(userMessage);
+
+			// Clear the input field
+			document.getElementById("user-input").value = "";
+
+            
+
+			// Generate a bot response
+			var botResponse = await generateBotResponse(userInput);
+
+			
+		}
+
+		async function generateBotResponse(userInput) {
+			// Make a POST request to the chatbot API endpoint
+		    //  response = await fetch('http://127.0.0.1:1111/post_json', {
+			// 	method: 'POST',
+			// 	headers: {
+			// 		'Content-Type': 'application/json'
+			// 	},
+			// 	body: JSON.stringify({
+			// 		query: userInput
+			// 	})
+			// });
+
+            var xhr = new XMLHttpRequest();
+            xhr.open("POST", '/post_json', true);
+            xhr.setRequestHeader('Content-Type', 'application/json');
+            xhr.send(JSON.stringify({
+                query: userInput
+            }));
+
+            xhr.onload = function() {
+            
+            console.log(this.responseText);
+            var response = JSON.parse(this.responseText);
+            console.log(response);
+
+            // Create a new bot message and add it to the chat area
+			var botMessage = document.createElement("div");
+			botMessage.classList.add("bot-message");
+			botMessage.innerHTML = '<p>' + response.botMessage + '</p>';
+			document.querySelector(".chat-area").appendChild(botMessage);
+
+			// Scroll to the bottom of the chat area
+			document.querySelector('.chat-area').scrollTop = document.querySelector('.chat-area').scrollHeight;
+            return response.botMessage;
+            }
+
+			// Parse the response JSON and return the bot message
+            //console.log(data);
+			//var data = await response.json();
+            
+			//return response.botMessage;
+		}
+	</script>
+</body>
+</html>

requirements.txt

@@ -0,0 +1,105 @@
+Flask==2.0.2
+python-dotenv==0.19.2
+
+
+altair<5
+aiohttp==3.8.4
+aiosignal==1.3.1
+appdirs==1.4.4
+argilla==1.6.0
+async-timeout==4.0.2
+atomicwrites==1.4.0
+backoff==2.2.1
+backports.weakref==1.0.post1
+brotlipy==0.7.0
+chromadb==0.3.21
+clickhouse-connect==0.5.20
+commonmark==0.9.1
+constantly==15.1.0
+cssselect==1.1.0
+dataclasses-json==0.5.7
+Deprecated==1.2.13
+duckdb==0.7.1
+et-xmlfile==1.1.0
+fastapi==0.95.1
+fonttools==4.25.0
+frozenlist==1.3.3
+ghp-import==2.1.0
+h11==0.14.0
+hnswlib==0.7.0
+httpcore==0.16.3
+httptools==0.5.0
+httpx==0.23.3
+inflection==0.5.1
+langchain==0.0.146
+llvmlite==0.39.1
+Markdown==3.3.7
+marshmallow==3.19.0
+marshmallow-enum==1.5.1
+mergedeep==1.3.4
+mkdocs==1.4.3
+monotonic==1.6
+mpmath==1.2.1
+msg-parser==1.2.0
+multidict==6.0.4
+munkres==1.1.4
+mypy-extensions==0.4.3
+olefile==0.46
+openai==0.27.4
+openapi-schema-pydantic==1.2.4
+openpyxl==3.0.10
+pandas==1.5.3
+patsy==0.5.3
+pdfminer.six==20221105
+pep8==1.7.1
+Pillow==9.4.0
+ply==3.11
+posthog==3.0.1
+pyasn1-modules==0.2.8
+pycryptodome==3.17
+pycurl==7.45.1
+pydantic==1.10.7
+PyDispatcher==2.0.5
+pyls-spyder==0.4.0
+pypandoc==1.11
+PyQt5-sip==12.11.0
+pytest==7.1.2
+python-docx==0.8.11
+
+python-lsp-jsonrpc==1.0.0
+python-magic==0.4.27
+python-pptx==0.6.21
+pyyaml_env_tag==0.1
+queuelib==1.5.0
+rfc3986==1.5.0
+rich==13.0.1
+scipy==1.10.0
+sentence-transformers==2.2.2
+sentencepiece==0.1.98
+starlette==0.26.1
+striprtf==0.0.22
+
+
+tenacity==8.2.2
+tiktoken==0.3.3
+torch==2.0.0
+torchvision==0.15.1
+typing-inspect==0.8.0
+unstructured==0.6.2
+
+uvicorn==0.21.1
+uvloop==0.17.0
+
+watchfiles==0.19.0
+
+webencodings==0.5.1
+
+websockets==11.0.2
+XlsxWriter==3.1.0
+
+yarl==1.8.2
+zict==2.1.0
+
+transformers<5.0.0
+
+