What is the Pinecone Vector DB ? скачать в хорошем качестве

What is the Pinecone Vector DB ?

📹 VIDEO TITLE 📹 What is the Pinecone Vector DB ? ✍️VIDEO DESCRIPTION ✍️ Welcome to this video overview of Pinecone, a cutting-edge vector database designed for high-performance similarity search and retrieval. In this video, we'll explore what Pinecone is and how it fits into the modern data landscape, particularly in applications involving AI and machine learning. We'll discuss how Pinecone stores and manages vector data, enabling fast and scalable searches across large datasets. Whether you're building a recommendation engine, a semantic search system, or any other AI-driven application, Pinecone offers the infrastructure you need to power your projects. Next, we'll dive into the differences between Pinecone's PODs and its serverless architecture. PODs are dedicated resources that provide consistent performance, perfect for handling large, complex workloads with predictable demands. On the other hand, Pinecone's serverless option is all about flexibility and ease of use, automatically scaling resources based on your needs without any manual intervention. Understanding these two deployment options will help you choose the best fit for your specific use case, balancing cost, performance, and scalability. Finally, we'll break down Pinecone's organizational hierarchy, including how Organizations, Projects, Indexes, and Namespaces work together to structure your data and operations. You'll learn how to organize your teams and projects within Pinecone, ensuring efficient and secure management of your vector data. We'll also walk you through the steps to get started with Pinecone, from creating an account to obtaining your API key, so you can begin leveraging this powerful vector database in your own applications. By the end of this video, you'll have a solid understanding of Pinecone and how to use it effectively in your projects. 🧑‍💻GITHUB URL 🧑‍💻 No code samples for this video 📽OTHER NEW MACHINA VIDEOS REFERENCED IN THIS VIDEO 📽 SDK(s) in Pinecone Vector DB -    • SDK(s) in Pinecone Vector DB   Pinecone Vector DB POD(s) vs Serverless -    • Pinecone Vector Database PODS vs Serv...   Meta Data Filters in Pinecone Vector DB -    • Meta Data Filters in Pinecone Vector ...   Namespaces in Pinecone Vector DB -    • Meta Data Filters in Pinecone Vector ...   Fetches & Queries in Pinecone Vector DB -    • Meta Data Filters in Pinecone Vector ...   Upserts & Deletes in Pinecone Vector DB -    • Meta Data Filters in Pinecone Vector ...   What is a Pineconde Index -    • What is a Pinecone Index ?   What is the Pinecone Vector DB -    • What is a Pinecone Index ?   Algorithms for Search Similarity -    • Algorithms for Search Similarity   How LLMs use Vector Databases -    • How LLMs use Vector Databases   What are LLM Embeddings ? -    • What are LLM Embeddings ?   How LLM’s are Driven by Vectors -    • How LLM’s are Driven by Vectors   🔠KEYWORDS 🔠 #LargeLanguageModel #LLM #AIWorkflows #Python #Pinecone #PineconePods #PineconeServerless #VectorDatabase #VectorDb #Vectors