"Chat with your PDF" Tutorial for building RAG from scratch with @austinbv In this part 4: – Use LangSmith for EVERYTHING – Implement Multi Query to increase retrieval breadth – Add conversation history to make the bot actually "chat" YouTube: https://
youtube.com/watch?v=pOuQp-
vfuns
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Building RAG Chatbot with LangSmith and Multi Query
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LLMs for Offensive Security Challenges Empirical Evaluation
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An Empirical Evaluation of LLMs for Solving Offensive Security Challenges Shao et al.: https://
arxiv.org/abs/2402.11814 #ArtificialIntelligence #Cybersecurity #LLM -
AutoPrompt Framework Optimizes AI Prompts for Real-World Applications
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AutoPrompt Auto Prompt is a prompt optimization framework designed to enhance and perfect your prompts for real-world use cases. It iteratively builds a dataset of challenging edge cases and optimizes the prompt accordingly GitHub: https://
github.com/Eladlev/AutoPr
ompt
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LIST Data Structures in Python: Complete Guide
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LIST data structures in #Python — a thread by @clcoding #DataScience #DataScientist #Coding
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Improving Agent Accuracy Through Reflection and Critique
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Reflection Agents Agents are unreliable. One of the best ways to improve their accuracy is to run some step to check or critique their previous response. We've added three examples of this (based on recent papers): Reflexion Paper: https://
arxiv.org/abs/2303.11366 Language Agent Tree -
Geometry-Based Machine Learning and Data Analysis in R
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"The Shape of Data: Geometry-Based #MachineLearning and Data Analysis in R" http://
amzn.to/3JRxBZL ——
#Rstats #DataScientists #Mathematics #DataScience #NetworkScience Learn more in the @WiDS_Worldwide podcast with the book’s author Colleen Farrelly… (see link below)… -
FireFunction-v1 Open Source Function Calling in LangChain Integration
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Open source function calling in `langchain-fireworks` integration Try out @FireworksAI_HQ
's new FireFunction-v1 model in our integration package, which also offers connections to Fireworks' many other features: HIPAA and SOC2 compliance, all-model JSON mode, and a first-party -
Creating Box and Whisker Plots with Python
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#DataViz question — How do you create a Box and Whisker plot using #Python? @clcoding explains in this concise thread…
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Tech Interview Preparation: Essential Topics and Techniques Guide
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This repository contains everything you need to become tech interview-ready with the most important tips and techniques, plus known examples of company questions — compiled by @NainaChaturved8 https://
github.com/Coder-World04/
Tech-Interview-Important-Topics-and-Techniques
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Time Series Analysis Python Cookbook: Forecasting and Model Evaluation
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#TimeSeries Analysis with #Python Cookbook: Practical recipes for exploratory data analysis, data preparation, #forecasting, model evaluation: http://
amzn.to/3J9YMxm ————
#BigData #DataScience #AI #MachineLearning #PredictiveAnalytics #DataScientists