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Enhancing ChatGPT with Vector Databases: A …
Jul 31, 2024 · Combining LLMs like ChatGPT with vector databases enables developers to build powerful applications without retraining models on new data. This setup lets ChatGPT access real-time, specific information, making its …
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Does chatgpt use vector Database? - California Learning …
Nov 11, 2024 · ChatGPT uses a vector database to store and retrieve vast amounts of text data. This allows for fast and accurate data processing, enabling ChatGPT to generate high-quality …
ChatGPT+ Vector database + prompt-as-code - The CVP Stack
See more on zilliz.comChatGPT has constraints due to its limited knowledge base, sometimes resulting in hallucinating answers when asked about unfamiliar topics. We are introducing the new AI stack, ChatGPT+Vector database+prompt-as-code, or the CVP Stack, to overcome this constraint. ChatGPT is exceptionally good at answering natural la…Maximizing ChatGPT Performance with Vector …
Aug 16, 2024 · In this tutorial, we will walk through the process of integrating ChatGPT with MyScale, a powerful vector database, to create an AI HR assistant capable of answering employee queries around...
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Talk to your Text files in Vector Databases with GPT-4 …
Jun 20, 2023 · Store the LangChain documentation in a Chroma DB vector database on your local machine; Create a retriever to retrieve the desired information; Create a Q&A chatbot with GPT-4
OpenAI/ChatGPT retrieval plugin and PostgreSQL on …
May 24, 2023 · OpenAI ChatGPT plugins unlock many potential scenarios interacting with real time systems and data. Particularly retrieval plugins enable ChatGPT to access data sources such as PostgreSQL. Recently Azure …
Teaching ChatGPT What It Doesn’t Know - James H …
Mar 25, 2023 · To demonstrate the power of vector databases, we’ll use {gpttools} to build a vector database from R for Data Science. The approach uses semantic search to find the most relevant text from the book and then uses ChatGPT to …
Chat with your data using OpenAI and vector search …
May 27, 2023 · In this tutorial, we’ll unveil the mystery behind enterprise ChatGPT, guiding you through the process of creating your very own custom ChatGPT – an AI-powered chatbot based on OpenAI’s powerful Generative …
ChatGPT Memory: Adaptive Prompt Creation - Redis
May 2, 2023 · ChatGPT Memory responds to context length limitations in large language models (LLMs) used in AI applications. The ChatGPT package uses Redis as a vector database to cache historical user interactions per session, …
OpenAI's ChatGPT - Zilliz Learn
May 9, 2023 · To overcome this constraint, we have introduced the new AI stack, ChatGPT + Vector database + prompt-as-code, which we call the CVP Stack. When ChatGPT is combined with a prompt that links the user's query and the …
Gradio, RAG, and Vector Databases – Where to start? | Recordly
Dec 12, 2023 · Learn how you can seamlessly integrate a vector database with ChatGPT and build an interactive demo UI using Gradio with less than 300 lines of code. Recently, the …
Vector Databases 101 : r/ChatGPT - Reddit
Enter vector databases – the hidden powerhouse behind the scenes. In this article, we'll embark on a journey to demystify vector databases, unravelling the fundamental concepts, …
Supporting ChatGPT with Vector Databases for Optimized …
May 3, 2023 · With ChatGPT dominating the space of conversational AI and rapid, helpful response turnout, as well as OpenAI’s open source retrieval plugins for the revolutionary tool, …
ChatGPT-FAQ/vectorDB.md at main · kenhuangus/ChatGPT …
ChatGPT uses vector database to: Capture word meaning: Vector representations can represent the meaning of words and their relationships to other words in a continuous space. This helps …
Does chatgpt use vector Database? - California Learning …
Dec 6, 2024 · ChatGPT uses a vector database for several reasons: Efficient Storage: Vector databases are designed to efficiently store and query high-dimensional data. Scalability: …
GitHub - PacoV3/vector-gpt: Repo combining the capabilities of …
The ChatGPT Retrieval Plugin repository provides a flexible solution for semantic search and retrieval of personal or organizational documents using natural language queries. The …
Using vector database tables with ChatGPT retrieval plugin
Jul 14, 2023 · Should I create additional vector tables to support ChatGPT retrieval plugin? Having populated other vector tables, how do I redirect the ChatGPT retrieval plugin to a particular …
What Are Vector Databases And Why Do We Need Them?
Jun 12, 2023 · Whenever you have a new question that you need ChatGPT to answer, you can first use a vector database to find a list of all of the documents that might contain the answer to …
Unlocking ChatGPT RAG Potential with Vector Database - Toolify
Nov 28, 2023 · In this article, we will explore the use of a poor developer's Vector database to implement the RAG (Retrieval Augmented Generation) pattern. We will discuss the concept of …
Understanding the Tech Stack Behind Generative AI | Towards …
Databases & Vector Stores. In traditional data processing, relational databases (SQL databases) store structured data in tables, while NoSQL databases such as MongoDB or Cassandra are …
Introducing 4o Image Generation - OpenAI
Mar 25, 2025 · Create a photorealistic image of two witches in their 20s (one ash balayage, one with long wavy auburn hair) reading a street sign. Context: a city street in a random street in …
ChatGPT gets smarter: OpenAI adds internal data referencing
Mar 27, 2025 · ChatGPT Team users, one of the company’s paid tiers, can connect internal knowledge databases directly to the platform during this beta period, bringing company …
What is ChatGPT? Understanding the Revolution in AI …
Mar 27, 2025 · ChatGPT works by analyzing input text and predicting the most likely next word or phrase based on its training data. This process, known as autoregression, enables it to …
The controversial ChatGPT 'Studio Ghibli' trend explained — …
6 days ago · ChatGPT-5 is coming 'soon' — here's what we know Adobe Premiere Pro just got a huge generative AI upgrade — here's all the new features OpenAI's smartest model could cost …
ChatGPT: Everything you need to know about the AI chatbot
Mar 27, 2025 · ChatGPT now lets you schedule reminders and recurring tasks. ChatGPT’s new beta feature, called tasks, allows users to set simple reminders. For example, you can ask …
ChatGPT’s Studio Ghibli-style images show its creative power – …
5 days ago · This followed OpenAI’s latest update to ChatGPT. The update significantly improved ChatGPT’s image generation capabilities, allowing users to create convincing Ghibli-style …
ChatGPT Tool Vulnerability Exploited Against US Government ...
Mar 18, 2025 · A year-old vulnerability in ChatGPT is being exploited against financial entities and US government organizations. ... making them vulnerable to SSRF attacks that access internal …
Actively Exploited ChatGPT Bug Puts Organizations at Risk
Mar 18, 2025 · CVE-2024-27564 is a server-side request forgery (SSRF) found in pictureproxy.php of ChatGPT commit f9f4bbc, according to its listing on the National …
ChatGPT’s improved image generation is now available for free
5 days ago · At one point ChatGPT picked up a million new users in a single hour. ... Microsoft adds ‘deep reasoning’ Copilot AI for research and data analysis. Richard Lawler Mar 26.
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