AI/ML Resources

Enhancing Accuracy in AI-Driven Mobile Applications: Tackling Hallucinations in Large Language Models

LLMs often hallucinate, leading to inaccurate responses. Contextualization and integrating knowledge bases can significantly reduce these errors.

August 27, 2024

by Nakul Pandey

· 3,363 Views · 1 Like

Building a Powerful AI and Machine Learning Pipeline: Best Practices and Tools

Explore best practices and steps for constructing a robust AI/ML pipeline, from data collection and processing to model deployment and monitoring.

August 27, 2024

by Kishorebabu Tenneti

· 4,183 Views · 2 Likes

LangChain Language Correctness Detector

Learn how to detect grammatical errors, sentiment, and aggressiveness in text using Langchain and OpenAI or Google Cloud language models.

August 27, 2024

by Xavier Portilla Edo

CORE

· 3,975 Views · 1 Like

Beyond the Obvious: Uncovering the Hidden Challenges in Cybersecurity

Explore often-overlooked cybersecurity challenges, from the human element to AI risks, as revealed by industry experts at Black Hat 2024.

August 27, 2024

by Tom Smith

CORE

· 5,359 Views · 1 Like

Maximizing Enterprise Data: Unleashing the Productive Power of AI With the Right Approach

Learn how organizations can unlock the full potential of their AI initiatives by considering critical elements such as infrastructure, cost, and more.

August 26, 2024

by Pan Singh Dhoni

· 5,311 Views · 1 Like

Anomaly Detection: The Dark Horse of Fraud Detection

Anomaly detection, though less accurate, is a valuable tool for identifying unknown fraud patterns that the supervised models are not trained to detect.

August 26, 2024

by Sumit Makashir

· 4,406 Views · 2 Likes

Multi-Agent System’s Architecture

Multi-agent systems distribute decision-making across multiple agents, improving output through diverse perspectives and reducing bias.

August 26, 2024

by Mohammed Talib

· 5,877 Views · 1 Like

Better Search Results Through Intelligent Chunking and Metadata Integration

Chunking is an important, but underrated, aspect of LLM-based content retrieval, and effective management of It will yield world-class results.

August 26, 2024

by Pavan Vemuri

CORE

· 6,094 Views · 8 Likes

Efficient and Fault-Tolerant Solutions for Distributed Mutual Exclusion

Explore the tree quorum algorithm for mutual exclusion in distributed systems, its reduced communication overhead, fault tolerance, and more.

August 26, 2024

by Nakul Pandey

· 4,618 Views · 2 Likes

Securing the Future: Defending LLM-Based Applications in the Age of AI

Explore research on LLM-based application vulnerabilities and learn how to implement the OWASP Top 10 framework for enhanced AI security.

August 26, 2024

by Tom Smith

CORE

· 3,592 Views · 4 Likes

Architectural Patterns for Enterprise Generative AI Apps: DSFT, RAG, RAFT, and GraphRAG

Explore the architectural patterns available to build GenAI solutions plus enterprise-level strategies to choose the right framework for the right use case.

August 23, 2024

by Suvoraj Biswas

· 7,128 Views · 2 Likes

Parent Document Retrieval (PDR): Useful Technique in RAG

PDR allows RAG to respond accurately and nuanced to complex queries. Explore more in this step-by-step implementation using LangChain, OpenAI, and more.

August 22, 2024

by Intiaz Shaik

· 10,491 Views · 2 Likes

Day in the Life of a Developer With Google’s Gemini Code Assist: Part 1

Explore Gemini Code Assist, its usage, and its impact beyond basic code generation for phases like bootstrapping, development, testing, deployment, and more.

August 22, 2024

by Aakash Sharma

· 8,987 Views · 7 Likes

Evolution of Governance Framework With AI

Understand how a governance framework can improve productivity and increase the satisfaction of the stakeholders through AI.

August 22, 2024

by KARANVEER ANAND

· 3,939 Views · 2 Likes

Automatic 1111: Sketch-to-Image Workflow

With Stable Diffusion Web UI Automatic 1111, create custom workflows for converting Sketches into photo-realistic images using diffusion and ControlNet models.

August 21, 2024

by Tharakarama Reddy Yernapalli Sreenivasulu

· 7,160 Views · 7 Likes

Unlock AI Power: Generate JSON With GPT-4 and Node.js for Ultimate App Integration

Discover how to effectively integrate OpenAI’s API with Node.js, generating JSON outputs that enhance app functionality and leverage advanced AI technology.

August 21, 2024

by Pradeep kumar Saraswathi

· 6,560 Views · 2 Likes

In-Depth Understanding of Vector Search for RAG and Generative AI Applications

Learn how to enhance LLMs with RAG using vector-based search and embeddings for more accurate responses, featuring tools like Azure AI Search.

August 20, 2024

by Mohammed Talib

· 9,169 Views · 7 Likes

Beyond Static Pipelines: Enhancing AI Agents With LlamaIndex

Build an AI agent using both a Query Engine Tool and a Function Tool of LlamaIndex to demonstrate how these tools can be integrated and utilized effectively.

August 20, 2024

by Usama Jamil

· 3,377 Views · 1 Like

Building Secure AI LLM APIs: A DevOps Approach to Preventing Data Breaches

Learn how DevOps is crucial for securing AI LLM APIs through practices like strong authentication, encryption, rate limiting, and continuous monitoring.

August 19, 2024

by Anton Lucanus

CORE

· 5,313 Views · 1 Like

Benchmarking OpenAI Models for Automated Error Resolution

This article evaluates LLMs in software development, focusing on their effectiveness in resolving errors, a key task in software developers' workflows.

August 19, 2024

by Reilly Oldham

· 4,797 Views · 7 Likes

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