Building an AI Data Assistant with Streamlit, LangChain and OpenAI | Part 3

Over the past decade, chatbots have emerged as a powerful asset for businesses, organisations, and users, enhancing communication and boosting productivity. Whether it involves handling customer service inquiries or crafting captivating interactive experiences, these AI-powered platforms are transforming the landscape of information retrieval. In this last part of our series Building an AI Data Assistant with Streamlit, LangChain and OpenAI we are delving into the creation of a chatbox, taking our AI assistant to new heights and further enhancing the user experience of our application. — This video is part of the series Building an AI Assistant to make your data science life easier in which we will develop an AI assistant using Streamlit, LangChain and OpenAI’s GPT models, designed to help users with their data science projects. If you missed part 1 and 2, don’t worry! You can catch up here 👉 Part 1 - https://www.seevid.ir/fa/w/CBRE_Me1IQ0 👉 Part 2 - https://www.seevid.ir/fa/w/4ChcBu0eY2Q If you want to take a deeper dive in data science, check out our library of courses on digiLab Academy 🔗 https://academy.digilab.co.uk/courses ———————————————————————— 🎵 Music ———————————————————————— Downtown Walk by | e s c p | https://escp-music.bandcamp.com/ Music promoted by https://www.free-stock-music.com/ Creative Commons / Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/ ———————————————————————— 📌 Timestamps ———————————————————————— Intro | https://www.seevid.ir/fa/w/dngv-D_t3YI Agenda | https://www.seevid.ir/fa/w/dngv-D_t3YI Importing the required packages and modules | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - document loader | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - text splitter | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - creating embedding | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - creating a Pinecone account and setting index | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - storing embeddings into Pinecone | https://www.seevid.ir/fa/w/dngv-D_t3YI Document indexing - similarity search | https://www.seevid.ir/fa/w/dngv-D_t3YI Enhancing user experience - adding tabs | https://www.seevid.ir/fa/w/dngv-D_t3YI Auxiliary functions for our chatbox - set up | https://www.seevid.ir/fa/w/dngv-D_t3YI Auxiliary functions for our chatbox - finding matches | https://www.seevid.ir/fa/w/dngv-D_t3YI Auxiliary functions for our chatbox - refining queries | https://www.seevid.ir/fa/w/dngv-D_t3YI Auxiliary functions for our chatbox - tracking the conversation | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - set up | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - session state | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - initialising the LLM | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - conversation buffer memory | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - prompt templates | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - conversation chain | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - creating the user interface | https://www.seevid.ir/fa/w/dngv-D_t3YI Building the chatbot application with Streamlit - generating responses | https://www.seevid.ir/fa/w/dngv-D_t3YI ———————————————————————— 📌 Resources ———————————————————————— Written tutorial - https://academy.digilab.co.uk/posts/completing-our-ai-data-assistant-with-custom-knowledge-using-a-pinecone-vector-database Streamlit documentation - https://streamlit.io/ Open AI website - https://openai.com/ LangChain documentation - https://python.langchain.com/ Pinecone documentation - https://www.pinecone.io/ ———————————————————————— 👱🏻‍♀️ Connect with me ———————————————————————— digiLab Academy - https://academy.digilab.co.uk/ Twitter - @digiLab_Academy LinkedIn: https://www.linkedin.com/company/digilab-solutions-ltd ———————————————————————— 🏷️ Tags ———————————————————————— Building an AI assistant to make your data science life easier Crafting an AI assistant using Streamlit, Langchain and OpenAI models Creating an AI assistant to ease your path in data science Developing a data science ally using Streamlit, Langchain and OpenAI models Making data science easy with the aid of an intelligent assistant Making data science effortless with the implementation of an AI assistant Creating your a chatbot ———————————————————————— ✨ Hashtags ———————————————————————— [#AIassistant] () [#BuildyourownAIassistant] () [#Python] () [#Streamlit] () [#LangChain] () [#LargeLanguageModels] () [#Datascience] () [#Machinelearning] () [#AI] () [#Artificialintelligence] () () [#OpenAI] () [#GPT] () [#Pinecone] () [#Chatbox] () [#Chatbot] ()

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• #machinelearning
• #datascience
• #ai
• #assistant
• #chatbox
• #chatbot
• #chatgpt
• #langchain
• #streamlit
• #pinecone
• #open