I don’t buy that this is “spontaneous” behavior not seen in training. A simpler explanation is it was tuned to refuse some extremely rude requests, but it isn’t sure what that threshold for rudeness is.
LLMS
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Google Retires Bard Chatbot, Launches Gemini App
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Google Retires #AI Chatbot Bard and Releases Gemini, a Powerful New App
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Corrective RAG: Self-Reflection Improves Retrieval Quality
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Corrective RAG Corrective RAG (CRAG) is a recent paper that uses self-reflection to identify and correct problems in retrieval. It first uses a retrieval evaluator to assess the quality of retrieved documents relative to the query. It filters out irrelevant documents and
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LlamaIndex Roadmap: New LLM Models, Vector Stores, Ingestion
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Brief roadmap for more LlamaIndex integrations: More LLM/Embedding models More vector stores Ingestion Pipeline Transformation We'll be doing a live webinar on 16th with @llama_index for more in-depth walkthrough. Have more ideas? Let us know below
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Flowise Expands LlamaIndex Integration for Framework Flexibility
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We are just getting started, there are still lots of LlamaIndex components to be implemented into Flowise. We want to give users ability to use different frameworks, leverage different LLM techniques and achieve best for their use cases. Docs:
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Sub-Question Query Engine RAG Technique Advanced Implementation
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Sub-Question Query Engine Breaks complex query into sub questions for each relevant data source, then gather all the intermediate reponses and synthesizes a final response This is an exciting one as we replicated the RAG technique used in http://
secinsights.ai by LlamaIndex -
Human-in-the-Loop Agents: Interrupt and Authorize Features
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Human-in-the-loop with OpenGPTs and LangGraph Today we’re launching two “human in the loop” features in OpenGPTs (powered by LangGraph): Interrupt
Authorize What do these do and why is this "human-in-the-loop" important for agents? Interrupt This allows the user to -
GPT-5 and AI Agents Coming Soon: What’s Next
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Yes. GPT-5/Agents just around the corner. Writing more on this in tomorrow’s newsletter.
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Abacus AI Open-Sources Advanced 30B Mathematical Reasoning Model
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Open-Sourcing the World’s Smartest ~30B Model At Abacus AI we recently open-sourced the smartest ~30B in the world – MetaMath-Bagel_DPO-34B. Our primary docs were enhancing mathematical & reasoning capabilities in LLMs by improving the GSM8k scores. Our strategies involve data
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Wrapping Up: Python, Data Science, ML & LLM Content Daily
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That's a wrap! Every day, I share and simply content around Python, Data Science, Machine Learning & Large Language Models. Find me → @Sumanth_077 Like/RT the first tweet and help this reach more people.