其中Faiss是Facebook Research提出的积量化方法(后面 会有系列文章进行解析),该方法在1080Ti GPU上的检索速度比我们还要慢10倍以上,且最高精度只能到90%左右。 FLOPS(floating-point operations per second)是衡量计算硬件浮点数运算性能的重要指标,高维数据检索最耗时的部分就是浮点数运算。1080Ti的FLOPS是i9-7980XE...
AI Machine Learning & Data Science Research Meta’s Dualformer: Bridging Fast and Slow Thinking in Transformers for Superior AI Reasoning In a new paper Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces, a Meta research team presents Dualformer, a single...
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PartitionServer (PS): Hosts document partitions with raft-based replication. Gamma is the core vector search engine implemented based onfaiss. It provides the ability of storing, indexing and retrieving the vectors and scalars. Reference Reference to cite when you use Vearch in a research paper: ...
marketers will have to change in their processes to ensure their content is seen. Still, we have some suggestions for publishers, producers, and creatives to consider when trying to rank, compete for search visibility, perform keyword research, and optimize their content for the future of sea...
In this example we take a folder of research paper PDFs, magically get their metadata - including citation counts and a retraction check, then parse and cache PDFs into a full-text search index, and finally answer the user question with an LLM agent. pip install paper-qa cd my_papers pq...
Content includes research and search engine optimization User-friendly interface and sync with existing HubSpot tools Hubspot Cons: Still in the public beta phase Content produced is a first draft which may require some additional tweaks and edits 11. Writesonic Writesonic is an incredible AI writi...
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** Powerful Research Tool ** Use Chunk's Research tool when searching for deeper understanding of a topic, or need help with a paper for school. Our custom AI Research tool uses some of the top academic sources for the latest and most accurate data. As well as give you the option to ...
Latest Research Trends GenAI System Design: 1.Designing an LLM-Powered Search Engine 2. Building a Customer Support Chatbot 3. Building a system for natural language interaction with your data. 4. Building an AI Co-pilot 5. Designing a Custom Chatbot for Q/A on Multimodal Data (Text, Images...