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Impact of Generative AI on Critical Thinking
Study reveals reliance on generative AI diminishes critical thinking in knowledge workers.
Why Soft Skills are the future of work
Karina Nguyen shares her expertise on AI model training and product development.
NVIDIA Project DIGITS
Powerful AI performance for large model development with NVIDIA's software stack.
Coreferee
A pipeline plugin that performs coreference resolution
Magentic-One: Agentic AI
An open-source multi-agent AI system for complex task completion and productivity enhancement.
Who to work with
Emphasizing the importance of respect and quality in work and creativity.
Chat Data Analytics
Using BERTopic in Python for topic extraction from chat messages.
AI for Strategic Problem-Solving
Utilize AI and a proven framework to enhance strategic problem-solving efficiency.
Shift from PoC to PoV
Exploring the transition from Proof of Concept to Proof of Value in AI projects.
Graph Neural Networks
Exploring components and applications of graph neural networks in various data types.
Model Context Protocol
An open standard for connecting AI assistants to various data sources for improved responses.
dbt
Streamlines data development, enhancing trust and efficiency for businesses with reliable data products.
Kùzu Graph Database
A scalable, fast, and open-source graph database with easy integration and Cypher support.
GraphRAG Overview
GraphRAG enhances RAG using knowledge graphs for better LLM reasoning and performance.
Qwen2.5-Coder 32B
An advanced code-specific language model with enhanced coding capabilities and long context support.
OpenAI Sora Leak
Someone leaked an API to Sora on HuggingFace( it has been suspended already)
Llama-3.1-Nemotron-70B-Instruct
NVIDIA's advanced language model optimized for helpfulness and high performance on benchmarks.
FastEmbed Library
A lightweight Python library for fast text embedding generation with various model support.
Semantic Router
Enhances LLM decision-making speed using semantic vector space for quick routing.
Hierarchical Summarization (RAPTOR)
A novel approach for enhancing retrieval-augmented language models through recursive summarization.
LangGraph
LangGraph provides a flexible framework for managing cognitive tasks with reliability and easy configuration.
LangChain Framework
Build context-aware applications with LangChain
"Build context-aware applications with LangChain" focuses on utilizing the LangChain framework to create applications that can understand and adapt to user context. This involves leveraging features such as memory management, dynamic content generation, and integration with various data sources to enhance user interactions and deliver personalized experiences.
Bootstrap Few-shot Prompting with LangSmith | 🦜️🛠️ LangSmith
Prompt engineering is a pain. You can use examples to optimize the prompt for you with the help of tools like LangSmith. Instead of guessing which examples will be the most impactful, you can use tried-and-true evaluation practices to curate and compile the right examples for your pipeline. The main steps are:
The text highlights the difficulties of prompt engineering and suggests using tools like LangSmith to optimize prompts by utilizing proven evaluation practices. It emphasizes curating impactful examples for better results in the prompt optimization process.
Anthropic
Anthropic focuses on building reliable and interpretable AI systems with an emphasis on safety.
Anthropic develops AI systems prioritizing reliability, interpretability, and safety.
Chroma
Chroma is an open-source database for AI applications with powerful retrieval features.
Chroma is an open-source database designed for AI applications, offering robust retrieval capabilities.
Theme-Specific Knowledge Graphs
Exploring automated construction and challenges of theme-specific knowledge graphs.
The text discusses the advancements in automated construction methods and addresses the challenges associated with creating theme-specific knowledge graphs, which are structured representations of information organized around specific themes.
DSPy Framework Overview
A framework for optimizing language model prompts and weights in complex systems.
The text discusses a framework designed to optimize prompts and weights for language models within complex systems, aiming to enhance their performance and efficiency.