AI/ML Resources

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

· 3,773 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

· 7,304 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

· 11,148 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

· 9,255 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

· 4,038 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

· 7,656 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

· 6,713 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

· 9,313 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

· 3,471 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

· 5,441 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

· 4,880 Views · 7 Likes

API Security: The Cornerstone of AI and LLM Protection

Explore how API security is integral to AI and LLM security and learn key strategies for developers and security teams.

August 19, 2024

by Tom Smith

CORE

· 3,467 Views · 1 Like

Why AI-Assisted Code Generation Is Transforming Software Development

AI-assisted code generation is revolutionizing software development through its use of machine learning, which is significantly reducing development time and errors.

August 15, 2024

by Danny Logsdon

· 5,354 Views · 5 Likes

Unboxing the Black Box

Explore explainable AI by unpacking heat maps and Structured Attention Graphs for explaining model decisions in computer vision applications.

August 15, 2024

by Anurag Paul

· 4,314 Views · 6 Likes

Revolutionizing Billing Processes With AI: Enhancing Efficiency and Accuracy

Discover how AI-driven billing systems are transforming revenue management by enhancing accuracy, efficiency, and customer satisfaction.

August 15, 2024

by Lohith Kumar Paripati

· 4,283 Views · 3 Likes

Large Language Models: Changing the Game in Software Development With Code Generation, Debugging, and CI/CD Integration

LLMs revolutionize software development by translating verbal instructions into executable code, enhancing productivity, and automating debugging processes.

August 15, 2024

by Suri (thammuio)

CORE

· 22,953 Views · 4 Likes

Safeguarding Democracy in the Digital Age: Insights from Day 1 at Black Hat 2024 and Las Vegas Officials

Explore global, national, and local cybersecurity challenges and their impact on democracy, with insights from Black Hat 2024 and Las Vegas officials.

August 14, 2024

by Tom Smith

CORE

· 4,476 Views · 1 Like

Chat With Your Code: Conversational AI That Understands Your Codebase

In the ever-evolving software development landscape, interacting with your codebase conversationally can be a game-changer.

August 14, 2024

by Prince Bose

· 5,110 Views · 8 Likes

Unlocking the Potential of Synthetic Data for AI Development

Learn how to overcome real data challenges with synthetic alternatives. Discover the benefits and hurdles of using synthetic data for AI training and testing.

August 14, 2024

by Saigurudatta Pamulaparthyvenkata

· 3,559 Views · 2 Likes

Avoiding Prompt-Lock: Why Simply Swapping LLMs Can Lead to Failure

In this article unpack an issue that has the potential to wreak havoc on your ML initiatives: prompt lock-in.

August 13, 2024

by Luis Ceze

· 3,861 Views · 2 Likes

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