<!-- mobian-agent-page publisher="dailydev" canonical="https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx" -->

---
title: Build a Customer Service Chatbot Using Flask, Llama 2,...
description: This post discusses how to build a Customer Service Chatbot using Flask, Qdrant, LangChain, and Llama 2. It highlights the role of customer service chatbots in...
canonical: https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx
twitter:card: summary_large_image
twitter:site: @dailydotdev
og:type: website
og:site_name: daily.dev
og:title: Build a Customer Service Chatbot Using Flask, Llama 2, LangChain and Qdrant | daily.dev
og:description: This post discusses how to build a Customer Service Chatbot using Flask, Qdrant, LangChain, and Llama 2. It highlights the role of customer service chatbots in...
og:url: https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx
og:image: https://api.daily.dev/og/posts/c4zdGrElx.png
og:image:alt: Build a Customer Service Chatbot Using Flask, Llama 2, LangChain and Qdrant
og:image:width: 1200
og:image:height: 630
og:locale: en
---

> ## Documentation Index
> Fetch the complete documentation index at: https://daily.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Build a Customer Service Chatbot Using Flask, Llama 2, LangChain and Qdrant

**[Medium](https://daily.dev/sources/medium_js)** · 8 min read · 6 upvotes · 0 comments

## Summary

This post discusses how to build a Customer Service Chatbot using Flask, Qdrant, LangChain, and Llama 2. It highlights the role of customer service chatbots in transforming the customer experience, and the versatility of chatbots in various industries. The post provides an overview of Flask, Qdrant, LangChain, and Llama 2, and explains their significance in building the chatbot. It also includes instructions on setting up the environment and implementing the RAG pipeline. The post concludes by discussing the functionalities of the chatbot and how users can interact with it.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://medium.com/@vardhanam.daga/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-ee6683e85aec>

---

Tags: [#ai](https://daily.dev/tags/ai), [#python](https://daily.dev/tags/python), [#bots](https://daily.dev/tags/bots), [#flask](https://daily.dev/tags/flask), [#langchain](https://daily.dev/tags/langchain), [#llama](https://daily.dev/tags/llama)

[View this post on daily.dev](https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx)

```json
{"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]}
{"@context":"https://schema.org","@type":"TechArticle","headline":"Build a Customer Service Chatbot Using Flask, Llama 2, LangChain and Qdrant","url":"https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx"},"datePublished":"2023-12-29T03:43:08.236Z","dateModified":"2023-12-29T03:43:06.218Z","description":"This post discusses how to build a Customer Service Chatbot using Flask, Qdrant, LangChain, and Llama 2. It highlights the role of customer service chatbots in...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b3d178989cc22249e4cfb51e08df3ac8?_a=AQAEufR","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b3d178989cc22249e4cfb51e08df3ac8?_a=AQAEufR","isAccessibleForFree":true,"articleSection":"Medium","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"Medium","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/medium","url":"https://daily.dev/sources/medium_js"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/build-a-customer-service-chatbot-using-flask-llama-2-langchain-and-qdrant-c4zdgrelx","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":6},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,python,bots,flask,langchain,llama","timeRequired":"PT8M"}
{"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Medium","item":"https://daily.dev/sources/medium_js"},{"@type":"ListItem","position":3,"name":"Build a Customer Service Chatbot Using Flask, Llama 2, LangChain and Qdrant"}]}
```

