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CohoChatAssistant

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CSAle commited on Oct 12, 2023

Commit

9209c34

1 Parent(s): 3e8fbf3

Adding App

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Files changed (7) hide show

.gitattributes +1 -0
README.md +1 -1
app.py +6 -44
data/Rubilabs.html +0 -435
faiss_index/index.faiss +3 -0
faiss_index/index.pkl +3 -0
scrape_blueprint.ipynb +0 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+faiss_index/**/* filter=lfs diff=lfs merge=lfs -text

README.md CHANGED Viewed

@@ -1,5 +1,5 @@
 ---
-title: RubiChat
 emoji: 💻
 colorFrom: purple
 colorTo: green

 ---
+title: CohoAssistant
 emoji: 💻
 colorFrom: purple
 colorTo: green

app.py CHANGED Viewed

@@ -1,74 +1,36 @@
 import chainlit as cl
 from langchain.embeddings.openai import OpenAIEmbeddings
 from langchain.document_loaders import BSHTMLLoader
-from langchain.embeddings import CacheBackedEmbeddings
 from langchain.text_splitter import RecursiveCharacterTextSplitter
 from langchain.vectorstores import FAISS
 from langchain.chains import RetrievalQA
 from langchain.chat_models import ChatOpenAI
-from langchain.storage import LocalFileStore
-from langchain.prompts.chat import (
-    ChatPromptTemplate,
-    SystemMessagePromptTemplate,
-    HumanMessagePromptTemplate,
-)
 import chainlit as cl
 text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
-system_template = """
-Use the following pieces of context to answer the users question.
-If you don't know the answer, just say that you don't know, don't try to make up an answer.
-ALWAYS return a "SOURCES" part in your answer.
-The "SOURCES" part should be a reference to the source of the document from which you got your answer.
-Example of your response should be:
-```
-The answer is foo
-SOURCES: xyz
-```
-Begin!
-----------------
-{context}"""
-messages = [
-    SystemMessagePromptTemplate.from_template(system_template),
-    HumanMessagePromptTemplate.from_template("{question}"),
-]
-prompt = ChatPromptTemplate(messages=messages)
-chain_type_kwargs = {"prompt": prompt}
 @cl.author_rename
 def rename(orig_author: str):
-    rename_dict = {"RetrievalQA": "the Rubilab Records",
-                   "Chatbot" : "RubiChat"}
     return rename_dict.get(orig_author, orig_author)
 @cl.on_chat_start
 async def init():
     msg = cl.Message(content=f"Building Index...")
     await msg.send()
-    # build FAISS index from csv
-    loader = BSHTMLLoader(file_path="./data/Rubilabs.html")
-    data = loader.load()
-    documents = text_splitter.transform_documents(data)
-    store = LocalFileStore("./cache/")
     core_embeddings_model = OpenAIEmbeddings()
-    embedder = CacheBackedEmbeddings.from_bytes_store(
-        core_embeddings_model, store, namespace=core_embeddings_model.model
-    )
-    # make async docsearch
-    docsearch = await cl.make_async(FAISS.from_documents)(documents, embedder)
     chain = RetrievalQA.from_chain_type(
         ChatOpenAI(model="gpt-3.5-turbo", temperature=0, streaming=True),
         chain_type="stuff",
         return_source_documents=True,
-        retriever=docsearch.as_retriever(),
-        chain_type_kwargs=chain_type_kwargs,
     )
     msg.content = f"Index built!"

 import chainlit as cl
 from langchain.embeddings.openai import OpenAIEmbeddings
 from langchain.document_loaders import BSHTMLLoader
 from langchain.text_splitter import RecursiveCharacterTextSplitter
 from langchain.vectorstores import FAISS
 from langchain.chains import RetrievalQA
 from langchain.chat_models import ChatOpenAI
+from langchain.prompts import ChatPromptTemplate
 import chainlit as cl
 text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=100)
 @cl.author_rename
 def rename(orig_author: str):
+    rename_dict = {"RetrievalQA": "Coho Blogs", "Chatbot": "Coho Assistant"}
     return rename_dict.get(orig_author, orig_author)
 @cl.on_chat_start
 async def init():
     msg = cl.Message(content=f"Building Index...")
     await msg.send()
     core_embeddings_model = OpenAIEmbeddings()
+    new_db = FAISS.load_local("faiss_index", core_embeddings_model)
     chain = RetrievalQA.from_chain_type(
         ChatOpenAI(model="gpt-3.5-turbo", temperature=0, streaming=True),
         chain_type="stuff",
         return_source_documents=True,
+        retriever=new_db.as_retriever(),
     )
     msg.content = f"Index built!"

data/Rubilabs.html DELETED Viewed

@@ -1,435 +0,0 @@
-<!DOCTYPE html>
-<!-- saved from url=(0021)https://rubilabs.com/ -->
-<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
-    <style>
-        .chat-widget {
-            position: fixed;
-            bottom: 30px;
-            right: 30px;
-            width: 60px;
-            height: 60px;
-            border-radius: 50%;
-            background-color: #145e5a;
-            display: flex;
-            justify-content: center;
-            align-items: center;
-            cursor: pointer;
-            box-shadow: 0 3px 6px rgba(0, 0, 0, .16), 0 3px 6px rgba(0, 0, 0, .23);
-            z-index: 1000
-        }
-        .chat-widget img {
-            width: 32px;
-            height: 32px;
-            padding: 4px
-        }
-        .chat-iframe-container {
-            position: fixed;
-            bottom: 100px;
-            right: 30px;
-            width: 400px;
-            height: 500px;
-            border: 1px solid #ccc;
-            border-radius: 10px;
-            padding: 10px;
-            box-shadow: 0 3px 6px rgba(0, 0, 0, .16), 0 3px 6px rgba(0, 0, 0, .23);
-            z-index: 1000;
-            display: none
-        }
-        .chat-iframe-container iframe {
-            width: 100%;
-            height: 100%;
-            border: none
-        }
-        .close-button {
-            position: absolute;
-            top: -12px;
-            right: -12px;
-            width: 24px;
-            height: 24px;
-            border-radius: 50%;
-            background-color: #145e5a;
-            color: #fff;
-            display: flex;
-            justify-content: center;
-            align-items: center;
-            cursor: pointer;
-            font-size: 18px;
-            font-weight: bold;
-            box-shadow: 0 3px 6px rgba(0, 0, 0, .16), 0 3px 6px rgba(0, 0, 0, .23)
-        }
-        @media (max-width:767px) {
-            .chat-iframe-container {
-                width: 90%;
-                height: 80%;
-                bottom: 10px;
-                right: 5%;
-                padding: 5px
-            }
-        }
-    </style>
-    <script>
-        document.addEventListener("DOMContentLoaded", function () {
-            var chatWidget = document.createElement("div");
-            chatWidget.id = "chatWidget";
-            chatWidget.className = "chat-widget";
-            chatWidget.innerHTML = '<img src="//s3.amazonaws.com/appforest_uf/f1680870188261x782123797109605800/bubble2.png" alt="Chat">';
-            var chatIframeContainer = document.createElement("div");
-            chatIframeContainer.id = "chatIframeContainer";
-            chatIframeContainer.className = "chat-iframe-container";
-            chatIframeContainer.innerHTML = '<div class="close-button" id="closeButton">×</div><iframe src="https://app.chatiq.ai/chatbot3d/mikesmart/English" name="myiFrame" scrolling="yes"></iframe>';
-            document.body.appendChild(chatWidget);
-            document.body.appendChild(chatIframeContainer);
-            document.getElementById('chatWidget').addEventListener('click', function () {
-                document.getElementById('chatIframeContainer').style.display = 'block';
-            });
-            document.getElementById('closeButton').addEventListener('click', function () {
-                document.getElementById('chatIframeContainer').style.display = 'none';
-            });
-        });
-    </script>
-    <meta http-equiv="X-UA-Compatible" content="IE=edge">
-    <meta name="viewport" content="width=device-width, initial-scale=1.0">
-    <title>Rubilabs</title>
-    <link rel="icon" type="image/x-icon" href="https://rubilabs.com/favi.jpeg">
-    <link rel="stylesheet" href="./Rubilabs_files/style.css">
-    <link href="./Rubilabs_files/bootstrap.min.css" rel="stylesheet">
-    <!-- Latest compiled JavaScript -->
-    <script src="./Rubilabs_files/bootstrap.bundle.min.js.download"></script>
-    <!-- <link rel="stylesheet" href="./CSS/button.css"> -->
-<script src="chrome-extension://mooikfkahbdckldjjndioackbalphokd/assets/prompt.js"></script></head>
-<body data-new-gr-c-s-check-loaded="14.1123.0" data-gr-ext-installed="" data-new-gr-c-s-loaded="14.1125.0">
-    <!--Nav + Hero Section-->
-    <header>
-        <nav class="nav-bar">
-            <ul class="nav-parent">
-                <li>
-                    <a class="logo-link" href="https://rubilabs.com/"><img src="./Rubilabs_files/newlogo.png" alt="BirdPreneur Logo" class="logo-image"></a>
-                </li>
-                <li class="extreme position-el"><a href="https://rubilabs.com/#mission" class="nav-el">Our Mission</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#products" class="nav-el">Our Products</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#benefits" class="nav-el">Benefits</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#order" class="nav-el">Place Order</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#delivery" class="nav-el">Delivery</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#FAQs" class="nav-el">FAQs</a></li>
-                <li class="extreme"><a href="https://rubilabs.com/#contact" class="nav-el">Contact Us</a></li>
-                <li class="extreme"><button type="button" class="btn nav-el"><a id="get" href="https://shop.rubilabs.com/">Order Now</a></button></li>
-            </ul>
-        </nav>
-    </header>
-  <!--section 1-->
-    <section>
-       <div class="container-fluid" style="--bs-gutter-x: 0">
-        <div class="hero-image">
-                <h1 class="text"><b>RubilabsVet: Delivering Animal Vaccines and Farm Inputs Directly to You</b></h1>
-                <p class="text">RubilabsVet offers a wide range of high-quality and affordable animal vaccines, medications, and
-                    other <br> farm
-                    inputs, all
-                    delivered straight to your door. Trust RubilabsVet to keep your livestock healthy and happy.</p>
-                <button type="button" class="btn nav-el"><a id="hero-btn" href="https://shop.rubilabs.com/" style="text-decoration: none; font-size: 20px;">Order Now</a></button>
-        </div>
-       </div>
-    </section>
-    <!--section 2-->
-    <section id="mission">
-      <div class="container-fluid" style="background-color:  #d8f2f5;">
-        <div class="rubi">
-            <h1 style=" padding: 50px;"><b>RubilabsVet Overview and Mission</b></h1>
-        </div>
-        <div class="row">
-            <div class="col-sm-4">
-                <div class="card">
-                    <h3><b>Affordables</b></h3>
-                    <p>RubilabsVet is committed to providing high-quality products at competitive prices.</p>
-            </div>
-            </div>
-       <div class="col-sm-4">
-        <div class="card">
-                <h3><b>Quality Guaranteed</b></h3>
-                <p>All products are tested and approved, ensuring effective results and happy animals</p>
-        </div>
-        </div>
-        <!--row 2-->
-            <div class="col-sm-4">
-                <div class="card">
-                <h3><b>Convenient Delivery</b></h3>
-                <p>Get exactly what you need, when you need it, delivered directly to your doorstep.</p>
-            </div>
-            </div>
-            <div class="col-sm-4">
-                <div class="card">
-                    <h4><b>Exceptional Customer Service</b></h4>
-                    <p>The RubilabsVet team is always ready to give expert advice and quick support.</p>
-                </div>
-            </div>
-        </div>
-      </div>
-    </section>
-    <!--section 3-->
-    <section id="products">
-        <div class="container-fluid" style="background-color: #3e4a95;">
-        <div class="rubi">
-            <h1 id="products-h1"><b>Products Available for Delivery</b></h1>
-        </div>
-        <div class="row" id="product">
-            <div class="col-sm-3">
-                    <h3 style="margin-left: 60px;"><b>Vaccines</b></h3>
-                    <ol>
-                        <li>Avian Influenza</li>
-                        <li>Bovine Viral Diarrhea</li>
-                        <li>Pseudrabies (Aujeszky's Disease)</li>
-                    </ol>
-                </div>
-            <div class="col-sm-3">
-                    <!-- <img src="./img5.jpeg" alt=""> -->
-                    <!-- <div class="card-body"> -->
-                    <h3 style="margin-left: 60px;"><b>Medications</b></h3>
-                    <ol>
-                        <li>Flunixin Meglumine Injection</li>
-                        <li>Penicillin G Procaine Injection</li>
-                        <li>Oxytetracycline Injection</li>
-                    </ol>
-            </div>
-            <!--row 2-->
-            <div class="col-sm-3">
-                    <h3><b>Other Farm Inputs</b></h3>
-                    <ol>
-                        <li>Iron Dextran Injection</li>
-                        <li>B Complex Vitamins Injection</li>
-                        <li>Disinfectants</li>
-                    </ol>
-            </div>
-        </div>
-        </div>
-    </section>
-    <!--section 4-->
-    <div class="container-fluid" id="benefits">
-        <h1 id="benefits-h1"><b>Benefits of Using RubilabsVet</b></h1>
-        <div class="row">
-            <div class="col-sm-3">
-                <div class="card" id="new">
-                    <img src="./Rubilabs_files/img5.jpeg" alt="">
-                    <div class="card-body">
-                        <h4 style="margin-top: 30px;">Delivery Time</h4>
-                        <p>RubilabsVet products ensure your animals stay healthy, reducing the risk of diseases.</p>
-                    </div>
-                </div>
-        </div>
-        <div class="col-sm-3">
-            <div class="card" id="new">
-                <img src="./Rubilabs_files/img3.jpeg" alt="">
-                <div class="card-body">
-                    <h4 style="margin-top: 30px;">Increased Productivity</h4>
-                    <p>Our products enhance growth and productivity of animals, improving farm yields.</p>
-                </div>
-            </div>
-        </div>
-        <div class="col-sm-3">
-            <div class="card" id="new">
-                <img src="./Rubilabs_files/img2.jpeg" alt="">
-                <div class="card-body">
-                    <h4 style="margin-top: 30px;">Sustainable Agriculture</h4>
-                    <p>Our products ensure the welfare and sustainability of your farm.</p>
-                </div>
-            </div>
-        </div>
-    </div>
-    <!--section 5-->
-    <section id="order" style="margin-top: 200px;">
-        <div class="container-fluid" id="orders-top" style="padding-right: calc(var(--bs-gutter-x) * .0); padding-left: calc(var(--bs-gutter-x) * .0); --bs-gutter-x: 0;">
-            <div class="rubi" style="--bs-gutter-x: 0;">
-                <h3 id="rubi-h1"><b>How to Place an Order</b></h3>
-            </div>
-            <div class="row">
-                <div class="col-sm-3">
-                    <h4 style="margin-left: 90px;" id="orders"><b>Step 1:</b></h4>
-                    <h4 style="margin-left: 10px;" id="orders"><b>Select Your Products</b></h4>
-                    <p id="order">View our range of products online, and add them to your cart.</p>
-                </div>
-                <!--row 2-->
-                <div class="col-sm-3">
-                    <h4 style="margin-left: 80px;" id="orders"><b>Step 2:</b></h4>
-                    <h4 style="margin-left: 10px;" id="orders"><b>Choose Delivery Time</b></h4>
-                    <p id="order">Select a suitable delivery date and time that works for you.</p>
-                </div>
-                <!--row 3-->
-                <div class="col-sm-3">
-                    <h4 style="margin-left: 80px;" id="orders"><b>Step 3:</b></h4>
-                    <h4 id="orders"><b>Complete Your Order</b></h4>
-                    <p id="order">Enter your personal and payment information to complete your purchase.</p>
-                </div>
-            </div>
-        </div>
-    </section>
-    <!--section 6-->
-    <div class="container-fluid" id="delivery">
-        <h1 id="benefits-h1"><b>Delivery Process and Timelines</b></h1>
-        <div class="row">
-            <div class="col-sm-3" id="deliverys">
-                <div class="card" id="news">
-                    <div class="card-body">
-                        <h4 style="margin-top: 30px;">Delivery Time</h4>
-                        <p>Expect delivery within 3 hours from the time of purchase.</p>
-                    </div>
-                </div>
-            </div>
-            <div class="col-sm-3" id="deliverys">
-                <div class="card" id="news">
-                    <div class="card-body">
-                        <h4 style="margin-top: 30px;">Delivery Fees</h4>
-                        <p>Delivery is free for all orders worth #30k and above.</p>
-                    </div>
-                </div>
-            </div>
-            <div class="col-sm-3" id="deliverys">
-                <div class="card" id="news">
-                    <div class="card-body">
-                        <h4 style="margin-top: 30px;">Delivery Locations</h4>
-                        <p>We deliver to all locations within the Nigeria.</p>
-                    </div>
-                </div>
-            </div>
-            <div class="col-sm-3" id="deliverys">
-                <div class="card" id="news" style="height: 250px;">
-                    <div class="card-body">
-                        <h4 style="margin-top: 30px;">Delivery Tracking</h4>
-                        <p>Track your order’s progress, right from dispatch to your doorstep.</p>
-                    </div>
-                </div>
-            </div>
-        </div>
-    </div>
-<!--section 7-->
-<section id="FAQs" style="--bs-gutter-x: 0">
-    <div class="container-fluid">
-        <div class="rubi">
-            <h1 id="fqa-h1"><b>FAQs</b></h1>
-        </div>
-        <div class="row" id="fqa">
-            <div class="col-sm-4">
-                <div class="card">
-                    <h4 class="fqa-h3"><b>What Payment Methods Are Accepted?</b></h4>
-                    <p>We accept all major credit and debit cards, including Visa, MasterCard, and American Express.</p>
-                </div>
-            </div>
-            <div class="col-sm-4">
-                <div class="card">
-                    <h4 class="fqa-h3"><b>How Do I Know If My Order Has Been Processed?</b></h4>
-                   <p>You will receive an email confirming receipt of your order, and another email when your order has been dispatched.</p>
-                </div>
-            </div>
-            <!--row 3-->
-            <div class="col-sm-4">
-                <div class="card">
-                    <h4 class="fqa-h3"><b>What Happens If I Am Not Satisfied With My Order?</b></h4>
-                  <p>In the unlikely event that you are not fully satisfied with your order, contact our customer service team to make
-                arrangements for returns or exchanges.</p>
-                </div>
-            </div>
-            <div class="col-sm-4">
-                <div class="card" id="fourth" style="height: 260px;">
-                    <h4 class="fqa-h3"><b>Are There Any Discounts Available?</b></h4>
-                    <p>Yes! Check out our website to see our current promotions and discounts available.</p>
-                </div>
-            </div>
-        </div>
-    </div>
-</section>
-<!--section 8-->
-<section id="contact" style="--bs-gutter-x: 0;">
-    <div class="container-fluid" style="--bs-gutter-x: 0; --bs-gutter-y: 0;">
-        <div class="footer" style="--bs-gutter-x: 0;">
-        <div class="row" id="conatct-col">
-            <!--col 1-->
-            <div class="col-sm-5">
-                <div class="card">
-                    <img src="./Rubilabs_files/newlogo.png" alt="">
-                </div>
-            </div>
-            <!--col 2-->
-            <div class="col-sm-5">
-                <div class="card" id="faqs">
-                    <h4 class="fqa-h3"><b>Contact RubilabsVet for More Information</b></h4>
-                    <p>Looking for more information or have a question? Contact our friendly customer service team at <b>+2347016772509</b> or send an
-                    email to <b>[email protected].</b></p>
-                </div>
-            </div>
-        </div>
-        </div>
-        </div>
-     </section>
-    </div><div id="chatWidget" class="chat-widget"><img src="./Rubilabs_files/bubble2.png" alt="Chat"></div><div id="chatIframeContainer" class="chat-iframe-container" style="display: none;"><div class="close-button" id="closeButton">×</div><iframe src="./Rubilabs_files/English.html" name="myiFrame" scrolling="yes"></iframe></div></body><grammarly-desktop-integration data-grammarly-shadow-root="true"><template shadowrootmode="open"><style>
-      div.grammarly-desktop-integration {
-        position: absolute;
-        width: 1px;
-        height: 1px;
-        padding: 0;
-        margin: -1px;
-        overflow: hidden;
-        clip: rect(0, 0, 0, 0);
-        white-space: nowrap;
-        border: 0;
-        -moz-user-select: none;
-        -webkit-user-select: none;
-        -ms-user-select:none;
-        user-select:none;
-      }
-      div.grammarly-desktop-integration:before {
-        content: attr(data-content);
-      }
-    </style><div aria-label="grammarly-integration" role="group" tabindex="-1" class="grammarly-desktop-integration" data-content="{&quot;mode&quot;:&quot;full&quot;,&quot;isActive&quot;:true,&quot;isUserDisabled&quot;:false}"></div></template></grammarly-desktop-integration></html>

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