Tag: vector store
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Hacker News: Build Your Own AI-Powered Document Chatbot in Minutes with Simple RAG
Source URL: https://news.ycombinator.com/item?id=42504661 Source: Hacker News Title: Build Your Own AI-Powered Document Chatbot in Minutes with Simple RAG Feedly Summary: Comments AI Summary and Description: Yes Summary: The text describes a project that allows users to create an AI-powered chatbot for document analysis using a Retrieval Augmented Generation (RAG) framework. This is particularly relevant for…
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Cloud Blog: Build agentic RAG on Google Cloud databases with LlamaIndex
Source URL: https://cloud.google.com/blog/products/databases/llamaindex-integrates-with-alloydb-and-cloud-sql-for-postgresql/ Source: Cloud Blog Title: Build agentic RAG on Google Cloud databases with LlamaIndex Feedly Summary: AI agents are revolutionizing the landscape of gen AI application development. Retrieval augmented generation (RAG) has significantly enhanced the capabilities of large language models (LLMs), enabling them to access and leverage external data sources such as databases.…
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Simon Willison’s Weblog: OpenAI: Improve file search result relevance with chunk ranking
Source URL: https://simonwillison.net/2024/Aug/30/openai-file-search/#atom-everything Source: Simon Willison’s Weblog Title: OpenAI: Improve file search result relevance with chunk ranking Feedly Summary: OpenAI: Improve file search result relevance with chunk ranking I’ve mostly been ignoring OpenAI’s Assistants API. It provides an alternative to their standard messages API where you construct “assistants", chatbots with optional access to additional tools…