I find Vectorize go to tools that ease the process of developing RAG-based applications without any hassle. It also allows to deploy your pipeline to production to run RAG applications for users. take a look below post for the documentation of vectorize.
LLMS
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Vectorize RAG Capabilities Advanced Query Processing Features
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Vectorize also offers advanced RAG capabilities for more complex queries and application requirements. – Automatically vectorize the user query – Provides built-in re-ranking of results – Returns the metadata of retrieval context with relevancy scores and cosine similarity
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Vectorize Tool Enhances RAG Pipeline Scoring for LLMs
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I have been working on RAG-based applications using large language models to improve customer querying for my data. I utilised many tools to improve RAG until I found Vectorize, which helps with scoring my RAG pipelines https://
vectorize.io -
Upcoming File Search Feature for AI Model
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File upload will likely arrive as a part of upcoming Files search feature and currently not available yet.
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Perplexity updating UI for custom instructions and file management
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WIP : Perplexity collections will get a new UI for displaying custom instructions and adding files.
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Model Convergence Issues in Large Language Models
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because they have convergence issues, especially when model size gets larger
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Chinese AI models expanding globally but underrated
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出海: Chinese AI is expanding globally Chinese LLMs are heavily underrated. I regularly feel like Chinese AI releases do not get the recognition they deserve, for instance the recent excellent Deepseek-v2.5 or Qwen models. Luckily for us, @AdinaYakup just wrote an
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Google Demos PaliGemma Open Vision-Language Model at ECCV2024
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At #ECCV2024? Join us at the Google Booth where Google researcher @AndreasPSteiner will demo PaliGemma, a versatile open 3B vision-language model, which can easily be fine-tuned and runs on small accelerators, or even on a modern CPU.
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Groq and Vectara Webinar: Reducing Hallucinations, Accelerating AI Speed
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Join us for a webinar to learn how @vectara
's platform reduces hallucinations—providing more accurate and reliable AI responses—while Groq accelerates execution speed, making AI assistants faster, easier to use, and highly scalable. -
ChatGPT Developing New Artefacts Side-Sheet Feature
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BREAKING 🚨: ChatGPT is working on Artefacts side-sheet.
— 🚨 AI News | TestingCatalog (@testingcatalog) 3 octobre 2024
Deep dive summary below 👇 https://t.co/HHNMkSCt0DBREAKING : ChatGPT is working on Artefacts side-sheet. Deep dive summary below