How To Build Your Own AI Chat with Docs (PDF, TXT, HTML, PPTX, DOCX, and More)!
How To Build Your Own AI Chat with Docs (PDF, TXT, HTML, PPTX, DOCX, and More)!
It's been a while since we've done these practical AI use case videos, but no need to worry! I am back today to showcase how to build your own AI chat assistant that lets you chat with your documents—PDFs, text files, HTML, PowerPoint, and so many other file types.
Why Chat with Your PDFs?
You may wonder, what's the purpose of chatting with your PDFs? Well, dealing with PDFs and other file types is one of the most rigid forms of data containment. It's difficult to search, analyze, or even get data from it. But what if there was a solution? This is where AI comes to the rescue, in the form of a platform called Vector Shift.
Vector Shift is a platform that I utilize to automate various real-world use cases of AI. Today, I'll show you how you can interact with multiple PDFs simultaneously, how you can chat with your files, and how this improves your data interaction, allowing you to get key insights and so much more.
Introducing the World of AI Solutions
Before we get started, I'd like to introduce the World of AI Solutions. This is a big update for my channel where I've compiled a team of software engineers, machine learning experts, and AI consultants. The team provides AI solutions for businesses and personal use cases. Check out the link in the description for more details.
Getting Started with Vector Shift
Today, we're utilizing Vector Shift, a no-code AI automation platform. This framework helps you build various sorts of automations with AI, including AI search engines, assistants, AI agents, and chatbots.
Step-by-Step Guide
1. Sign up on Vector Shift Website:
Head over to the Vector Shift website, click on the 'Get Started' button, and create an account with your email address, Google, or GitHub. Once logged in, you'll be sent to the Pipon page where you can manage your pipelines.
2. Explore Automation Options:
Go to the marketplace to access different types of automations or workflows created by the community. In the Storage section, you can create your own knowledge base.
3. Creating a New Pipeline:
Go back to the Pipon page and create a new pipeline by clicking on the 'New' button. This will take you to a drag-and-drop UI where you'll build the workflow. Start by adding an input node and an output node, which are foundational for any workflow.
4. Adding Key Nodes:
- Large Language Model Node: Use OpenAI GPT-4 for natural language processing.
- Chat File Reader Node: Enables the creation of a temporary vector database for chatting with files.
- Chat Memory Node: Enables semantic memory for better future outputs based on previous interactions.
5. Setting System Prompts and Variables:
Configure the system prompt to answer questions using the file and conversation history if necessary. Establish variables for the input query, chat file reader, and chat memory.
Click on 'Deploy As,' choose 'Chatbot,' and give it a name. You can edit components for mobile or desktop apps, set assistant avatars, and more. Manage your analytics and logs to better understand what's happening.
7. Testing with a PDF:
Upload a PDF (e.g., an 80-page document on Apple Inc. shareholder reports) and start interacting. The chatbot processes the PDF and provides insights based on your queries.
Conclusion
Vector Shift allows you to easily chat with various file types and automate different tasks. It's a powerful tool for gaining insights from rigid data formats.
Make sure to follow me on Patreon, Twitter, and YouTube for more updates on AI and automation!
Keywords
- AI chat assistant
- Vector Shift
- PDF interaction
- No-code AI automation
- GPT-4
- Chatbot automation
- Data insights
- AI solutions
FAQ
Q: What is Vector Shift? A: Vector Shift is a no-code AI automation platform that allows you to create various AI-driven automations, including chatbots, AI agents, and search engines.
Q: Why would I need to chat with my PDFs? A: Interacting with PDFs and other rigid file types through chat enables easier data analysis, searching, and insights, making it more manageable.
Q: How do I start using Vector Shift? A: Head over to the Vector Shift website, sign up, and start exploring the marketplace and creating your own pipelines.
Q: What types of files can the AI chat assistant handle? A: The AI chat assistant can handle multiple file types, including PDFs, text files, HTML, PowerPoint, and more.
Q: What's the role of the Large Language Model Node in the workflow? A: The Large Language Model Node utilizes OpenAI GPT-4 to process data with natural language processing, forming the backbone of the workflow.
Q: Can I track the performance of my automations? A: Yes, Vector Shift provides a manager for you to monitor analytics and logs, giving you detailed insights into your automations.
One more thing
In addition to the incredible tools mentioned above, for those looking to elevate their video creation process even further, Topview.ai stands out as a revolutionary online AI video editor.
TopView.ai provides two powerful tools to help you make ads video in one click.
Materials to Video: you can upload your raw footage or pictures, TopView.ai will edit video based on media you uploaded for you.
Link to Video: you can paste an E-Commerce product link, TopView.ai will generate a video for you.
