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andysucao · Feb 20, 2024 · 35f9c4e · 35f9c4e
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diff --git a/.DS_Store b/.DS_Store
diff --git a/images/projects-10-1.png b/images/projects-10-1.png
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diff --git a/index.html b/index.html
@@ -177,6 +177,40 @@ <h1 class="flex-none">
 
 
 
+        <div class="pr3-ns mb4 mb0-ns w-100 w-40-ns">
+          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-10/" class="db grow">
+            <img src="https://andysucao.github.io/Andy_Portfolio/images/projects-10-1.png" class="img" alt="image from Project 10: Build a Chatbot with LangChain and Chroma to chat with your own documents">
+          </a>
+        </div>
+
+      <div class="blah w-100 w-60-ns pl3-ns">
+        <h1 class="f3 fw1 athelas mt0 lh-title">
+          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-10/" class="color-inherit dim link">
+            Project 10: Build a Chatbot with LangChain and Chroma to chat with your own documents
+            </a>
+        </h1>
+        <div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
+          1. Overview In this project, we will build a Retrieval-Augmented Generation Chatbot with the help of LangChain that can answer questions from internal documentation and have memory. By using Panel’s chat interface, we will also build a LangChain-powered AI chatbot for our RAG application.
+The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.
+2. LangChain LangChain is an open-source developer framework for building LLM applications.
+        </div>
+          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-10/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
+
+      </div>
+    </div>
+  </div>
+</article>
+
+          </div>
+
+          <div class="relative w-100 mb4">
+
+<article class="bb b--black-10">
+  <div class="db pv4 ph3 ph0-l no-underline dark-gray">
+    <div class="flex flex-column flex-row-ns">
+
+
+
         <div class="pr3-ns mb4 mb0-ns w-100 w-40-ns">
           <a href="https://andysucao.github.io/Andy_Portfolio/post/project-9/" class="db grow">
             <img src="https://andysucao.github.io/Andy_Portfolio/images/projects-9-1.png" class="img" alt="image from Project 9: Generative QA with Retrieval-Augmented Generation (RAG) and TruEra Evaluation">
@@ -468,38 +502,6 @@ <h1 class="f3 fw1 athelas mt0 lh-title">
         </div>
           <a href="https://andysucao.github.io/Andy_Portfolio/post/project-1/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
 
-      </div>
-    </div>
-  </div>
-</article>
-
-          </div>
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-          <div class="relative w-100 mb4">
-
-<article class="bb b--black-10">
-  <div class="db pv4 ph3 ph0-l no-underline dark-gray">
-    <div class="flex flex-column flex-row-ns">
-
-
-
-        <div class="pr3-ns mb4 mb0-ns w-100 w-40-ns">
-          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-0/" class="db grow">
-            <img src="https://andysucao.github.io/Andy_Portfolio/images/project-1-1b.jpg" class="img" alt="image from Project 0: Template &amp; Misc">
-          </a>
-        </div>
-
-      <div class="blah w-100 w-60-ns pl3-ns">
-        <h1 class="f3 fw1 athelas mt0 lh-title">
-          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-0/" class="color-inherit dim link">
-            Project 0: Template &amp; Misc
-            </a>
-        </h1>
-        <div class="f6 f5-l lh-copy nested-copy-line-height nested-links">
-
-        </div>
-          <a href="https://andysucao.github.io/Andy_Portfolio/post/project-0/" class="ba b--moon-gray bg-light-gray br2 color-inherit dib f7 hover-bg-moon-gray link mt2 ph2 pv1">read more</a>
-
       </div>
     </div>
   </div>

diff --git a/index.xml b/index.xml
@@ -6,8 +6,15 @@
     <description>Recent content in Data Science Portfolio on Andy Cao</description>
     <generator>Hugo -- gohugo.io</generator>
     <language>en-us</language>
-    <lastBuildDate>Sun, 20 Aug 2023 06:08:00 -0400</lastBuildDate>
+    <lastBuildDate>Sun, 20 Aug 2023 06:09:00 -0400</lastBuildDate>
     <atom:link href="https://andysucao.github.io/Andy_Portfolio/index.xml" rel="self" type="application/rss+xml" />
+    <item>
+      <title>Project 10: Build a Chatbot with LangChain and Chroma to chat with your own documents</title>
+      <link>https://andysucao.github.io/Andy_Portfolio/post/project-10/</link>
+      <pubDate>Sun, 20 Aug 2023 06:09:00 -0400</pubDate>
+      <guid>https://andysucao.github.io/Andy_Portfolio/post/project-10/</guid>
+      <description>1. Overview In this project, we will build a Retrieval-Augmented Generation Chatbot with the help of LangChain that can answer questions from internal documentation and have memory. By using Panel’s chat interface, we will also build a LangChain-powered AI chatbot for our RAG application.&#xA;The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.&#xA;2. LangChain LangChain is an open-source developer framework for building LLM applications.</description>
+    </item>
     <item>
       <title>Project 9: Generative QA with Retrieval-Augmented Generation (RAG) and TruEra Evaluation</title>
       <link>https://andysucao.github.io/Andy_Portfolio/post/project-9/</link>
@@ -85,13 +92,6 @@
       <guid>https://andysucao.github.io/Andy_Portfolio/skills/data-science-courses/</guid>
       <description>Business Statistics and Analysis Specialization course certificate&#xA;Introduction to Data Analysis Using Excel course certificate&#xA;Basic Data Descriptors Statistical Distributions and Application to Business Decisions course certificate&#xA;Business Applications of Hypothesis Testing and Confidence Interval Estimation course certificate&#xA;Linear Regression for Business Statistics course certificate&#xA;Business Statistics and Analysis Capstone course certificate&#xA;Data Science Specialization&#xA;The Data Scientists Toolbox course certificate&#xA;R Programming course certificate&#xA;Getting and Cleaning Data course certificate</description>
     </item>
-    <item>
-      <title>Project 0: Template &amp; Misc</title>
-      <link>https://andysucao.github.io/Andy_Portfolio/post/project-0/</link>
-      <pubDate>Tue, 11 Jul 2023 08:58:08 -0400</pubDate>
-      <guid>https://andysucao.github.io/Andy_Portfolio/post/project-0/</guid>
-      <description> </description>
-    </item>
     <item>
       <title>Contact</title>
       <link>https://andysucao.github.io/Andy_Portfolio/contact/</link>

diff --git a/post/.DS_Store b/post/.DS_Store
diff --git a/post/index.html b/post/index.html
@@ -167,6 +167,28 @@ <h1 class="f2 f-subheadline-l fw2 white-90 mb0 lh-title">
         August 20, 2023
       </div>
 
+    <h1 class="f3 near-black">
+      <a href="https://andysucao.github.io/Andy_Portfolio/post/project-10/" class="link black dim">
+        Project 10: Build a Chatbot with LangChain and Chroma to chat with your own documents
+      </a>
+    </h1>
+    <div class="nested-links f5 lh-copy nested-copy-line-height">
+      1. Overview In this project, we will build a Retrieval-Augmented Generation Chatbot with the help of LangChain that can answer questions from internal documentation and have memory. By using Panel’s chat interface, we will also build a LangChain-powered AI chatbot for our RAG application.
+The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.
+2. LangChain LangChain is an open-source developer framework for building LLM applications.
+    </div>
+  </div>
+
+        </div>
+
+        <div class="relative w-100 w-30-l mb4 bg-white">
+
+            <div class="mb3 pa4 mid-gray overflow-hidden">
+
+      <div class="f6">
+        August 20, 2023
+      </div>
+
     <h1 class="f3 near-black">
       <a href="https://andysucao.github.io/Andy_Portfolio/post/project-9/" class="link black dim">
         Project 9: Generative QA with Retrieval-Augmented Generation (RAG) and TruEra Evaluation
@@ -352,26 +374,6 @@ <h1 class="f3 near-black">
       1. Overview In this project, we will build a linear regression model to help people better understand the factors that can affect the price of a house in Beijing.
 The main sections of this article are: (1) Exploratory Data Analysis (EDA), (2) Developing Linear Regression model for predicting real estate price, and (3) Use that model to make predictions.
 The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.
-    </div>
-  </div>
-
-        </div>
-
-        <div class="relative w-100 w-30-l mb4 bg-white">
-
-            <div class="mb3 pa4 mid-gray overflow-hidden">
-
-      <div class="f6">
-        July 11, 2023
-      </div>
-
-    <h1 class="f3 near-black">
-      <a href="https://andysucao.github.io/Andy_Portfolio/post/project-0/" class="link black dim">
-        Project 0: Template &amp; Misc
-      </a>
-    </h1>
-    <div class="nested-links f5 lh-copy nested-copy-line-height">
-
     </div>
   </div>
 

diff --git a/post/index.xml b/post/index.xml
@@ -6,8 +6,15 @@
     <description>Recent content in Projects on Andy Cao</description>
     <generator>Hugo -- gohugo.io</generator>
     <language>en-us</language>
-    <lastBuildDate>Sun, 20 Aug 2023 06:08:00 -0400</lastBuildDate>
+    <lastBuildDate>Sun, 20 Aug 2023 06:09:00 -0400</lastBuildDate>
     <atom:link href="https://andysucao.github.io/Andy_Portfolio/post/index.xml" rel="self" type="application/rss+xml" />
+    <item>
+      <title>Project 10: Build a Chatbot with LangChain and Chroma to chat with your own documents</title>
+      <link>https://andysucao.github.io/Andy_Portfolio/post/project-10/</link>
+      <pubDate>Sun, 20 Aug 2023 06:09:00 -0400</pubDate>
+      <guid>https://andysucao.github.io/Andy_Portfolio/post/project-10/</guid>
+      <description>1. Overview In this project, we will build a Retrieval-Augmented Generation Chatbot with the help of LangChain that can answer questions from internal documentation and have memory. By using Panel’s chat interface, we will also build a LangChain-powered AI chatbot for our RAG application.&#xA;The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.&#xA;2. LangChain LangChain is an open-source developer framework for building LLM applications.</description>
+    </item>
     <item>
       <title>Project 9: Generative QA with Retrieval-Augmented Generation (RAG) and TruEra Evaluation</title>
       <link>https://andysucao.github.io/Andy_Portfolio/post/project-9/</link>
@@ -71,12 +78,5 @@
       <guid>https://andysucao.github.io/Andy_Portfolio/post/project-1/</guid>
       <description>1. Overview In this project, we will build a linear regression model to help people better understand the factors that can affect the price of a house in Beijing.&#xA;The main sections of this article are: (1) Exploratory Data Analysis (EDA), (2) Developing Linear Regression model for predicting real estate price, and (3) Use that model to make predictions.&#xA;The Python Notebook containing the complete model development process and the data used in this project can be found at Google Drive.</description>
     </item>
-    <item>
-      <title>Project 0: Template &amp; Misc</title>
-      <link>https://andysucao.github.io/Andy_Portfolio/post/project-0/</link>
-      <pubDate>Tue, 11 Jul 2023 08:58:08 -0400</pubDate>
-      <guid>https://andysucao.github.io/Andy_Portfolio/post/project-0/</guid>
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