Unlock Unlimited Memory In Custom GPTs (using Pinecone)

In this video, I demonstrate how to add and connect Pinecone, the vector database, to ChatGPT via a custom action and a microservice built in Replit. This setup creates pseudo-infinite memory for your GPT. I'll guide you through the step-by-step process of integrating Pinecone with ChatGPT to enhance its memory capabilities. You'll learn how to leverage Pinecone's vector database for storing and retrieving data, creating a more robust and intelligent AI model. This tutorial is perfect for those looking to expand their GPT's functionality and achieve continuous, long-term memory in their AI applications.

🦾Link to Replit:

🦾Link to Custom Action Schema for ChatGPT:

👋 About Me:
Hello! I'm Mark, a seasoned Data Science Manager by day and an AI automation agency owner by night, hailing from Canada with a decade in the AI space. At Prompt Advisers, we specialize in cutting-edge AI solutions, helping individuals, businesses, and agencies fully harness applied AI. Having been featured in interviews and recognized for our innovative contributions, we're dedicated to guiding you through the AI landscape.

🚀 My Goal:
My mission is to empower you with the knowledge to explore AI technology in your ventures, whether you're an individual, a business, or an agency. I aim to help you leverage applied AI to its fullest potential, providing insights, sharing experiences, and offering partnerships to bring your visions to life.

#Pinecone #VectorDatabase #ChatGPT #Replit #InfiniteMemory #AIautomation #AItools #ArtificialIntelligence #OpenAI #TechTutorial #AIintegration #CustomGPT #gpt4turbo

0:00 - Introduction: Unlocking Unlimited Memory in GPTs
0:10 - Using Pinecone for Vector Database
0:20 - Example: Adding Knowledge to Pinecone
0:50 - Demo: Pinecone Console Data Verification
1:05 - Example: Deleting Knowledge from Pinecone
1:30 - Storing Multiple Items as Vectors
1:55 - Use Cases: Storing and Retrieving Knowledge
2:20 - Memory Bank vs. ChatGPT’s Built-In Memory
2:40 - Adding, Editing, Deleting Knowledge in GPT
2:55 - Custom GPT Setup: Adding Functions
3:10 - Custom Actions: Pinecone Data Management
3:30 - Replit Integration for GPT and Pinecone
3:45 - Replit Code: Configuring Pinecone with OpenAI
4:05 - Demo: Creating a New Index in Pinecone
4:20 - Pinecone Configuration in Replit
4:45 - Code Walkthrough: Retrieve, Add, Delete Data
5:00 - Vector Embedding and Query Functions Explained
5:15 - Example: Querying Data with Similarity Score
5:50 - Using and Deploying Replit Microservice
6:05 - Saving Data to Pinecone via GPT
6:25 - Modifying API Keys and Regions
6:50 - Tips: Deploying Reserve VM for Access
7:20 - Cost Overview: Pinecone, Replit, GPT Usage
7:40 - Expanding GPT with Memory Functions
8:00 - Using Custom GPT for Team Collaboration
8:15 - Conclusion: Unlimited Memory for GPTs

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Man, I love this deep dive for a newb sub, visual/audio learner 55+ old fella. Beers on me when you are Aotearoa Chur Koko...🎬🦅🙏 bring LO...