--- title: Best Pinecone posts of 2024 | daily.dev description: The most upvoted Pinecone posts of 2024, curated by the daily.dev community. canonical: https://daily.dev/tags/pinecone/best-of/2024 twitter:card: summary_large_image twitter:site: @dailydotdev og:url: https://daily.dev/tags/pinecone/best-of/2024 og:type: website og:site_name: daily.dev og:title: Best Pinecone posts of 2024 | daily.dev og:description: The most upvoted Pinecone posts of 2024, curated by the daily.dev community. og:image: https://media.daily.dev/image/upload/s--VAY5ToZt--/f_auto/v1724209435/public/daily.dev%20-%20open%20graph --- # Best of Pinecone — 2024 1. 1 [](/posts/using-llms-to-learn-from-youtube-pzx8gpobn "Using LLMs to Learn From YouTube") Article Towards Data Science · 2y Using LLMs to Learn From YouTube Learn how to build a chatbot using LangChain, Pinecone, Flask, and React that allows users to ask questions about YouTube videos. The chatbot uses the RAG framework to generate answers that take the conversation history into account. 96 2. 2 [](/posts/building-an-ai-chat-with-google-docs-knowledge-base-using-colab-pinecone-m3a2qr97k "Building an AI Chat with Google Docs Knowledge Base Using Colab + Pinecone") Article ML & AI · 2y Building an AI Chat with Google Docs Knowledge Base Using Colab + Pinecone Built a chat application using Pinecone's Assistants and retrieval augmented generation (RAG) with data from Google Drive. Pinecone's Python SDK in Google Colab was used to upload documents from a drive folder, facilitating easy indexing and embedding for efficient document retrieval during chats. 22 1 3. 3 [](/posts/creating-a-telegram-customer-service-bot-with-llm-and-rag-using-gpt-4-and-pinecone-ci3xq6781 "Creating a Telegram Customer Service Bot with LLM and RAG Using GPT-4 and Pinecone") Article GoPenAI · 2y Creating a Telegram Customer Service Bot with LLM and RAG Using GPT-4 and Pinecone Learn to create a Telegram customer service bot using GPT-4 and Pinecone, employing Large Language Models (LLM) and Retrieval-Augmented Generation (RAG) technologies. This tutorial covers LLM and RAG concepts, real-world implementation, and the use of PHP and MySQL. Practical insights and step-by-step source code are provided to help enhance customer service systems in various industries. 14 4. 4 [](/posts/low-code-llm-apps-with-localai-flowise-and-pulumi-on-aws-ezujcvtaj "Low-Code LLM Apps with LocalAI, Flowise, and Pulumi on AWS") Article Pulumi · 3y Low-Code LLM Apps with LocalAI, Flowise, and Pulumi on AWS Learn how to build Low-Code LLM Apps using Flowise and LocalAI on AWS with the help of Pulumi. 10 [See all Pinecone archives](/tags/pinecone/best-of) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@graph":[{"@type":"CollectionPage","@id":"https://daily.dev/tags/pinecone/best-of/2024#page","url":"https://daily.dev/tags/pinecone/best-of/2024","name":"Best Pinecone Posts of 2024","description":"The most upvoted Pinecone posts of 2024, curated by the daily.dev community.","isPartOf":{"@type":"WebSite","url":"https://daily.dev"}},{"@type":"ItemList","@id":"https://daily.dev/tags/pinecone/best-of/2024#items","numberOfItems":4,"itemListElement":[{"@type":"ListItem","position":1,"url":"https://daily.dev/posts/using-llms-to-learn-from-youtube-pzx8gpobn","name":"Using LLMs to Learn From YouTube"},{"@type":"ListItem","position":2,"url":"https://daily.dev/posts/building-an-ai-chat-with-google-docs-knowledge-base-using-colab-pinecone-m3a2qr97k","name":"Building an AI Chat with Google Docs Knowledge Base Using Colab + Pinecone"},{"@type":"ListItem","position":3,"url":"https://daily.dev/posts/creating-a-telegram-customer-service-bot-with-llm-and-rag-using-gpt-4-and-pinecone-ci3xq6781","name":"Creating a Telegram Customer Service Bot with LLM and RAG Using GPT-4 and Pinecone"},{"@type":"ListItem","position":4,"url":"https://daily.dev/posts/low-code-llm-apps-with-localai-flowise-and-pulumi-on-aws-ezujcvtaj","name":"Low-Code LLM Apps with LocalAI, Flowise, and Pulumi on AWS"}]},{"@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"Tags","item":"https://daily.dev/tags"},{"@type":"ListItem","position":3,"name":"Pinecone","item":"https://daily.dev/tags/pinecone"},{"@type":"ListItem","position":4,"name":"Best of","item":"https://daily.dev/tags/pinecone/best-of"},{"@type":"ListItem","position":5,"name":"2024"}]}]} ```