M Quamer Nasimquamernasim.hashnode.dev·10 hours agoHindi-Language AI Chatbot for Enterprises Using Qdrant, MLFlow, and LangChainIn today's digital era, where businesses are increasingly leveraging technology to enhance customer interactions, AI-powered chatbots have emerged as a game-changer. These chatbots can have a natural conversation with users, providing real-time suppo...Discuss·1 likefasttext
Ritobroto Sethrito.hashnode.dev·Apr 16, 2024FeaturedSyncing Qdrant with Postgres Using Airbyte to Build RAG Applications over SQL DataOverview One of the major hurdles in building robust RAG applications is keeping the Vector Store consistently updated with the latest information. This is crucial because RAG models rely on this store to retrieve relevant context for generating accu...Discuss·23 likes·109 readsairbyte
Kevin NaidooProkevincoder.co.za·Apr 17, 2024Build a production-grade RAG or similarity search using Qdrant and LangchainIn a recent article, I wrote about using Langchain and FAISS to build a RAG system. FAISS, however, is in memory and not scalable when you want to update the training data constantly in real-time. A great alternative to FAISS is Qdrant, and in this a...Discussqdrant
Akriti Upadhyayakritiu.hashnode.dev·Mar 29, 2024Building Real-Time Financial News RAG Chatbot with Gemini and QdrantIntroduction Most of us have invested time and effort in buying real estate, mutual funds, bonds, and more. Before investing, we search for a suitable banking partner. For long-term investments, we research which banks are performing well minus scams...Discussqdrant
Harshadharshadsuryawanshi.hashnode.dev·Mar 23, 2024Building a Simple Full Stack RAG-Bot for Enterprises Using React, Qdrant, LangChain, Cohere and FastAPI(First published on Medium) Introduction The journey from prototyping to production in AI-powered applications is filled with challenges, particularly when transitioning from convenient development tools like Streamlit and Gradio to more robust, sca...Discussqdrant
yash bhaskaryash9439.hashnode.dev·Mar 13, 2024Accelerating Document Embedding Generation with Ray, FastEmbed, and QdrantFor medium and large businesses, extracting meaningful insights from large volumes of unstructured data, such as text documents, is crucial. However, the traditional approach of sequentially processing documents for embedding generation can take time...Discuss·10 likesDocument Embedding
Akriti Upadhyayakritiu.hashnode.dev·Feb 28, 2024Perform Image-Driven Reverse Image Search on E-Commerce Sites with ImageBind and QdrantIntroduction In 1950, when Alan Turing introduced the term "Machine Intelligence" in his paper "Computing Machinery and Intelligence," no one had imagined that one day, in the future, it would lead to various innovations using artificial intelligence...Discussimagebind
Ritobroto Sethrito.hashnode.dev·Feb 23, 2024Daily Portfolio Summarizer with Langchain, Qdrant, and Mistral AIToday's Investors are bombarded with news, reports, statistics, and more information. AI cuts through this noise, analyzes vast datasets to unearth hidden patterns and trends, and offers insights that human minds might miss. While AI brings immense p...Discuss·8 likes·1.6K readsqdrant
Akriti Upadhyayakritiu.hashnode.dev·Feb 21, 2024How to Build an Advanced AI-Powered Enterprise Content Pipeline Using Mixtral 8x7B and QdrantIntroduction As the digital landscape rapidly evolves, enterprises are facing the challenge of managing and harnessing the exponential growth of data to drive business success. With the expansion of volume and complexity of content, traditional conte...Discussdiffbot
Akriti Upadhyayakritiu.hashnode.dev·Feb 13, 2024Steps to Build Chinese Language AI Using DeepSeek and QdrantIntroduction As we step into the Chinese New Year - the Year of the Dragon - in 2024, I thought: why not build a Chinese News AI using DeepSeek and Qdrant? Especially so because, though LLMs are becoming vast in size and complexity, there are still ...Discussdeepseekllm