Langmem: A Lightweight In-Memory Key-Value Store for Natural Language Processing

Langmem: A Lightweight In-Memory Key-Value Store for Natural Language Processing In the realm of Natural Language Processing (NLP), rapid access to frequently used data is crucial for efficient model training, inference, and application development. Traditional databases often introduce significant overhead for small, frequently accessed data chunks. Langmem addresses this issue by providing a lightweight, in-memory…

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Burnout in Tech: How to recognize it and build a sustainable career

🚨 Burnout in Tech: How to recognize it and build a sustainable career Imagine this: your team has been delivering at a steady pace, but every quarter leadership drops in “just one more must-have feature.” Deadlines don’t shift, priorities aren’t clarified, and bandwidth conversations rarely happen. Nobody’s pulling all-nighters, but everyone feels drained. After a…

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A Complete User Authentication System Using Django REST framework and ReactJS

This project offers a complete user authentication system for both traditional email/password and social logins (Google, GitHub, etc.). It features email verification for new accounts and uses secure tokens to manage user sessions across the frontend and backend. Table of Contents User and Account Data Models User Authentication Flow (Backend) Social Login Provider Integration Email…

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Multidimensional Embedding Comparison with “diemsim”

Distance metrics are essential tools in data analysis and machine learning, helping to measure the similarity or difference between data points. Choosing the right metric impacts the accuracy and interpretation of results, especially in high-dimensional spaces. Our Python library, “diemsim“ implements Dimension Insensitive Euclidean Metric, which surpasses Cosine similarity for Multidimensional Comparisons. Getting Started:pip install…

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