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Tülu 3 405b: Advancing Open Language Model Post-Training

Tülu 3: A Revolutionary Open-Source Post-Training Framework for Language Models The field of Natural Language Processing (NLP) has witnessed remarkable progress, with post-training techniques playing a pivotal role in enhancing language model capabil

Mar 06, 2025 am 10:09 AM

Claude Sonnet 3.5 API Tutorial: Getting Started With Anthropic's API

Anthropic's Claude 3.5 Sonnet: A Powerful LLM and its API Claude 3.5 Sonnet, Anthropic's latest large language model (LLM), surpasses competitors like GPT-4o and Gemini Pro 1.5 in various benchmarks, particularly in visual reasoning. This article gu

Mar 06, 2025 am 10:04 AM

10 o3-mini Coding Prompts to Help with All Your Coding Tasks

o3-mini has proven to be OpenAI’s most advanced model for coding and reasoning. The o3-mini (high) model has single-handedly outperformed other existing models like DeepSeek-R1 and Claude 3.5 in most standard benchmark tests. Owi

Mar 05, 2025 am 11:41 AM

Building a Bhagavad Gita AI Assistant

In the fast-evolving world of AI, large language models are pushing boundaries in speed, accuracy, and cost-efficiency. The recent release of Deepseek R1, an open-source model rivaling OpenAI’s o1, is a hot topic in the AI space,

Mar 05, 2025 am 11:39 AM

Building a Resume Review Agent System with CrewAI

This blog post demonstrates how to build an AI-powered resume reviewer using CrewAI, a multi-agent system framework. The system analyzes resumes, provides feedback, suggests improvements, and even proposes relevant job openings based on location. Ke

Mar 05, 2025 am 11:34 AM

RAG vs Fine-Tuning: A Comprehensive Tutorial with Practical Examples

Most Large Language Models (LLMs) like GPT-4 are trained on generalized, often outdated datasets. While they excel at responding to general questions, they struggle with queries about recent news, latest developments, and domain-specific topics. In s

Mar 05, 2025 am 11:31 AM

Building an AI-Powered Learning Assistant with CrewAI

This tutorial demonstrates building an intelligent learning assistant using CrewAI, OpenAI's GPT models, and the Serper API. This AI-powered system generates personalized learning materials, quizzes, and project suggestions, streamlining the educatio

Mar 05, 2025 am 11:25 AM

Prompt Chaining Tutorial: What Is Prompt Chaining and How to Use It?

Ever assembled furniture without instructions? The result's usually messy. Large language models (LLMs) face a similar challenge with complex tasks. While powerful, they often struggle with multi-step reasoning. A single prompt might yield vague

Mar 05, 2025 am 11:18 AM

Multi-Agent Workflow with LlamaIndex for Research & Writing

Large Language Model agents are powerful tools for automating tasks like search, content generation, and quality review. However, a single agent often can’t do everything efficiently, especially when you need to integrate externa

Mar 05, 2025 am 11:16 AM

pgvector Tutorial: Integrate Vector Search into PostgreSQL

In recent years, vector search has become increasingly popular with the development of generative AI and large language model ecosystems. Vector search is an information retrieval method in which documents and queries are represented as vectors rather than plain text. This numerical representation is obtained by using a large trained neural network that can convert unstructured data such as text, images, and videos into vectors. Traditional correlation databases cannot optimize the processing of large amounts of vector data. Therefore, in the past few years, many open source and proprietary vector databases have emerged. However, it may not be ideal for all companies to have a dedicated database separate from the primary database just for vectors. pgvector came into being, it is a powerful Postg

Mar 05, 2025 am 11:14 AM