3. Set up the Streamlit App Streamlit lets you create user interface with just python code, for this app we will: • Add a title to the app using 'st.title()'
• Add a description for the app using 'st.caption()'
@saboo_shubham_
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Setting Up Streamlit App User Interface with Python
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Configure Embedchain App with Llama-3 and Chroma DB
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2. Configure the Embedchain App For this application we will use Llama-3, you can choose from OpenAI, cohere, anthropic or any other LLM of your choice. Select the vector database as the opensource chroma db (you are free to choose any other vector database of your choice).
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Building RAG Web Apps with Streamlit and Embedchain
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1. Import necessary libraries • Streamlit for building the web app
• Embedchain for the RAG functionality
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Build Local LLM RAG App Chat PDF Llama-3
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Build a LLM app with RAG to chat with PDF using Llama-3 running locally on your computer (100% free and without internet):
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Glean AI Tool Receives Positive User Feedback
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Haven't used glean. But can say that it is great!
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LLM Tips and Tutorials Sharing Guide
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If you find this useful, RT to share it with your friends. Don't forget to follow me @Saboo_Shubham_ for more such LLMs tips and tutorials.
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Discover LLM Apps with RAG and AI Agents GitHub Repository
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Find all the awesome LLM Apps demo with RAG and AI agents in the following Github Repo. P.S: Don't forget to star the repo to show your support
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Docs-QA AI Agent: Chat Interface for Knowledge Base
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5. Click on Create Chatbot and Ask any questions to the AI Agent
— Shubham Saboo (@Saboo_Shubham_) 22 mai 2024
It creates a Chat UI with the ability to chat with the docs in the knowledge base.
Working demo of Docs-QA AI agent 👇 pic.twitter.com/8BT0J53JPW5. Click on Create Chatbot and Ask any questions to the AI Agent It creates a Chat UI with the ability to chat with the docs in the knowledge base. Working demo of Docs-QA AI agent
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Adding Data to Knowledge Base for AI Systems
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4. Add Data to the Knowledge Base Here, you have two options:
• Add the URL of the webpages you want to add to the knowledge base
• Upload the files locally from your computer to the knowledge base Let's add the URL of few pages from the embedchain docs. -
Improve Your Source Prompts Automatically for Better Results
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Pro tip: Once you provide a source prompt, you can click on Improve Prompt to automatically generate a better and more efficient source prompt.