Search Results - The Persistence of Memory
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Generative AI with LangChain : Build Large Language Model (LLM) Apps with Python, ChatGPT, and Other LLMs.
Published 2023Table of Contents: “…Vector indexing -- Vector libraries -- Vector databases -- Loading and retrieving in LangChain -- Document loaders -- Retrievers in LangChain -- kNN retriever -- PubMed retriever -- Custom retrievers -- Implementing a chatbot -- Document loader -- Vector storage -- Memory -- Conversation buffers -- Remembering conversation summaries -- Storing knowledge graphs -- Combining several memory mechanisms -- Long-term persistence -- Moderating responses -- Summary -- Questions -- Chapter 6: Developing Software with Generative AI -- Software development and AI -- Code LLMs -- Writing code with LLMs -- StarCoder -- StarChat -- Llama 2 -- Small local model -- Automating software development -- Summary -- Questions -- Chapter 7: LLMs for Data Science -- The impact of generative models on data science -- Automated data science -- Data collection -- Visualization and EDA -- Preprocessing and feature extraction -- AutoML -- Using agents to answer data science questions -- Data exploration with LLMs -- Summary -- Questions -- Chapter 8: Customizing LLMs and Their Output -- Conditioning LLMs -- Methods for conditioning -- Reinforcement learning with human feedback -- Low-rank adaptation -- Inference-time conditioning -- Fine-tuning -- Setup for fine-tuning -- Open-source models -- Commercial models -- Prompt engineering -- Prompt techniques -- Zero-shot prompting -- Few-shot learning -- Chain-of-thought prompting -- Self-consistency -- Tree-of-thought -- Summary -- Questions -- Chapter 9: Generative AI in Production -- How to get LLM apps ready for production -- Terminology -- How to evaluate LLM apps -- Comparing two outputs -- Comparing against criteria -- String and semantic comparisons -- Running evaluations against datasets -- How to deploy LLM apps -- FastAPI web server -- Ray -- How to observe LLM apps -- Tracking responses -- Observability tools.…”
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Information and Communication Technology for Competitive Strategies Proceedings of Third International Conference on ICTCS 2017 /
Published 2019Table of Contents: “…Multi-Layer Visual Cryptography with Soft Computing Approach for Authentication -- Knowledge Management Systems leveraging the competitive advantage of top IT organizations: A Multi-case study of Benchmarking Practices -- Performance Analysis of Parallel Implementation of Morphological Operations -- US Dollar's Influence on Indian Gold price Assessment using Artificial Neural Network -- Attribute based storage mechanism with de-duplication filter: A Review Paper -- Review and Analysis of Simulation Results for Consumer Attack Model and Grid Sensor Placement Algorithm -- An Approach to Analyze Behaviour of Network Events in NS2 & NS3 using AWK & Xgraph -- Hybrid Latent Semantic Analysis and Random Indexing Model for Text Summarization -- Digitization of Disaster Management: A Multimedia Ontological Approach -- Prevalent Study of Cooperative Biometric Identification System Using Multimodal Biometrics -- Most Persistent Feature Selection method for Opinion mining of social media reviews -- PhysicalLayer Security with Energy Harvesting Techniques: A Study -- One-tip Secure: Nex-Gen of Text Based Password -- New Text Based User Authentication Scheme Using CAPTCHA -- FPGA Implementation of Parallel Transformative Approach in AES Algorithm -- An Approach to Wireless Sensor Networks for Healthcare Scrutiny in Hospitals -- Foetal Heart Beat and Volume Detection using Spherical Harmonics Shape Model for Level Set Segmentation -- An Efficient approach for Clustering US census data based on Cluster similarity using Rough Entropy on Categorical Data -- Age classification with LPCC features using SVM and ANN -- Existing and Relevant Methodologies for Energy Efficient Cloud Data centers -- An Enhanced Scheme for PHR on Cloud Servers Using CP-ABE -- Decision Tree Algorithms for prediction of Heart Diseases -- Green communication for wireless cooperative networks: A survey -- Instance Selection using Multi-objective CHC Evolutionary Algorithm -- Inclusive device to connect people with the surrounding World -- Profiling based Effective Resource Utilization in Cloud Environment using Divide and Conquer Method -- Algorithmic approach for error-correcting capability and decoding of linear codes arising from Algebraic Geometry -- Periocular Region Based Biometric Identification Using Local Binary Pattern and Its Variants -- Hand Geometry and Palmprint Based Biometric System with Image Deblurring -- A Low Power, High Swing and Robust Folded Cascode Amplifier at Deep Submicron Technology -- Syllable Based Concatenative Speech Synthesis for Marathi Language -- Inverted U-Shape Monopole Antenna with Notch Band Characteristics for UWB Communication Applications -- A Distance-Based Outlier Detection using Particle Swarm Optimization Technique -- Fast and Memory Leak Free Verication for Bridge Transitions in VLSI designs -- Privacy Preserving K-NN Classification Using Vector Operations -- A Comparative Study on Segmentation Techniques for Brain Tumor MRI -- Integrating Concentrating Solar Plant based System in Multi Area AGC using LabVIEW -- Maximal Stable Extremal Region Extraction of MRI Tumor Images using Successive Otsu Algorithm -- Synthesis of Reversible Array Divider Circuit -- Finding Right Doctors and Hospitals: A Personalized Health Recommender -- An Improved Hybrid Offset Based Min-Sum Decoding Algorithm -- Simulation of Phasor Measurement Unit for Research and Teaching Applications -- Maximum Network Flow Aware Multi-Lightpath Survivable Routing in WDM Networks -- Various Machine Learning Algorithms for Twitter Sentiment Analysis.…”
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