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RAGEval: Scenario-specific RAG evaluation dataset generation framework

RAGEval: Scenario-specific RAG evaluation dataset generation framework

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8 min read
Transformers: The Engine Powering ChatGPT and Beyond

Transformers: The Engine Powering ChatGPT and Beyond

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14 min read
Unlocking AI Secrets: The Power of Principled Questioning for LLaMA and GPT

Unlocking AI Secrets: The Power of Principled Questioning for LLaMA and GPT

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2 min read
🚀 Introducing LogLLM: Automate Your ML Experiment Logging with LLMs

🚀 Introducing LogLLM: Automate Your ML Experiment Logging with LLMs

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2 min read
Text Preprocessing for NLP

Text Preprocessing for NLP

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3 min read
Geolocation fun with Gemini

Geolocation fun with Gemini

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7 min read
Understanding RAG (Part 5): Recommendations and wrap-up

Understanding RAG (Part 5): Recommendations and wrap-up

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9 min read
Introduction to NLP

Introduction to NLP

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3 min read
LLM Fundamentals — Hallucinations in LLMs 101 [Part I]

LLM Fundamentals — Hallucinations in LLMs 101 [Part I]

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5 min read
RAG Simplified!! 🐣

RAG Simplified!! 🐣

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6 min read
Developing CROML (Crochet Obvious Minimal Language)

Developing CROML (Crochet Obvious Minimal Language)

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5 min read
10 Ways AI Can Speed Up your Mobile App Development

10 Ways AI Can Speed Up your Mobile App Development

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10 min read
Mastering LLM Hyperparameter Tuning for Optimal Performance

Mastering LLM Hyperparameter Tuning for Optimal Performance

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4 min read
Benchmarking Pixtral 12B: MistralAI's New VLM

Benchmarking Pixtral 12B: MistralAI's New VLM

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5 min read
Search And (LLM) Transform with GenAI

Search And (LLM) Transform with GenAI

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3 min read
🤖 End to end LLMOps Pipeline - Part 4 - Trivy 🤖

🤖 End to end LLMOps Pipeline - Part 4 - Trivy 🤖

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3 min read
Optimizing RAG Context: Chunking and Summarization for Technical Docs

Optimizing RAG Context: Chunking and Summarization for Technical Docs

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20 min read
How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

How OpenAI o1 works in a simple way and why it matters for RAG and Agentic 🤯

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6 min read
100 Days of Generative AI - Building Your First RAG Application Using Open-Source tools: Day 8

100 Days of Generative AI - Building Your First RAG Application Using Open-Source tools: Day 8

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5 min read
Build AI Text Classification in Rust with Rig

Build AI Text Classification in Rust with Rig

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9 min read
🤖End to end LLMOps Pipeline-Part 3 - Docker 🤖

🤖End to end LLMOps Pipeline-Part 3 - Docker 🤖

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3 min read
Mastering LLMs: Effective Prompting Strategies for Developers

Mastering LLMs: Effective Prompting Strategies for Developers

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2 min read
DialectMorph - A CLI Tool To Transpile Code

DialectMorph - A CLI Tool To Transpile Code

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4 min read
🤖100 Days of Generative AI - Understanding Retrieval-Augmented Generation (RAG) in Simple Terms - Day 7🤖

🤖100 Days of Generative AI - Understanding Retrieval-Augmented Generation (RAG) in Simple Terms - Day 7🤖

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1 min read
How to Implement Prompt Engineering for Optimizing LLM Performance?

How to Implement Prompt Engineering for Optimizing LLM Performance?

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6 min read
LangChain: Building a local Chat Agent with Custom Tools and Chat History

LangChain: Building a local Chat Agent with Custom Tools and Chat History

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12 min read
Dear AI engineers, lets ship fast and break stuff.

Dear AI engineers, lets ship fast and break stuff.

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6 min read
How to add RAG & LLM capability to Amazon Lex using QnA Intent and Amazon Bedrock models

How to add RAG & LLM capability to Amazon Lex using QnA Intent and Amazon Bedrock models

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1 min read
Deploy Your LLM on AWS EC2

Deploy Your LLM on AWS EC2

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5 min read
OpenAI o1 Release is so Reminiscent of Apple Events - it's an Incremental Update

OpenAI o1 Release is so Reminiscent of Apple Events - it's an Incremental Update

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7 min read
Crafting Structured {JSON} Responses: Ensuring Consistent Output from any LLM 🦙🤖

Crafting Structured {JSON} Responses: Ensuring Consistent Output from any LLM 🦙🤖

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10 min read
Debugging AI: Tools and Techniques for Troubleshooting AI Applications

Debugging AI: Tools and Techniques for Troubleshooting AI Applications

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3 min read
GitHub Copilot Security and Privacy Concerns: Understanding the Risks and Best Practices

GitHub Copilot Security and Privacy Concerns: Understanding the Risks and Best Practices

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8 min read
Try natural language data analysis with Streamlit in Snowflake (SiS)

Try natural language data analysis with Streamlit in Snowflake (SiS)

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6 min read
I made a token count check app using Streamlit in Snowflake (SiS)

I made a token count check app using Streamlit in Snowflake (SiS)

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3 min read
Tau LLM Series: Enhancements and Debugging | part 18, 19

Tau LLM Series: Enhancements and Debugging | part 18, 19

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2 min read
📚 Announcing My New Book: Building an LLMOps Pipeline Using Hugging Face 📚

📚 Announcing My New Book: Building an LLMOps Pipeline Using Hugging Face 📚

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2 min read
Implementing a RAG system inside an RDBMS: Sqlite and Postgres with Sqlite-vec, PGVector.

Implementing a RAG system inside an RDBMS: Sqlite and Postgres with Sqlite-vec, PGVector.

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4 min read
Mastering Prompt Engineering for Generative AI: A Simple Guide

Mastering Prompt Engineering for Generative AI: A Simple Guide

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4 min read
From APIs to ACIs: The Next Evolution in Software Interaction

From APIs to ACIs: The Next Evolution in Software Interaction

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9 min read
Supercharge Your AI Models: Prompt Engineering, Chaining, and Function Calling

Supercharge Your AI Models: Prompt Engineering, Chaining, and Function Calling

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3 min read
Enhancing LLM Development: Implementing the Oproof Python Package in Tau's Kernel

Enhancing LLM Development: Implementing the Oproof Python Package in Tau's Kernel

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3 min read
How to Generate High-Quality Synthetic Data for Fine-Tuning Large Language Models (LLMs)

How to Generate High-Quality Synthetic Data for Fine-Tuning Large Language Models (LLMs)

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5 min read
Language API that allows you to add your native language to it.

Language API that allows you to add your native language to it.

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3 min read
Freeloading gpt-4o, llama, and many more llms on Github Model in AutoGen.Net

Freeloading gpt-4o, llama, and many more llms on Github Model in AutoGen.Net

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2 min read
The Strawberry Problem in ChatGPT

The Strawberry Problem in ChatGPT

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3 min read
Key differences in GPT3.5 VS GPT4.0

Key differences in GPT3.5 VS GPT4.0

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3 min read
GraphRAG Local Setup via Ollama: Pitfalls Prevention Guide

GraphRAG Local Setup via Ollama: Pitfalls Prevention Guide

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19 min read
Using ReAct Agents LLMs to Draw Insights from Tabular Data

Using ReAct Agents LLMs to Draw Insights from Tabular Data

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7 min read
npm i anthropic-react-native

npm i anthropic-react-native

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1 min read
Graph RAG

Graph RAG

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10 min read
AIM Weekly 09 Sept 2024

AIM Weekly 09 Sept 2024

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2 min read
Mocking an LLM Embedder Targeting MongoDB Atlas

Mocking an LLM Embedder Targeting MongoDB Atlas

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8 min read
Advanced LangChain: Memory, Tools, Agents

Advanced LangChain: Memory, Tools, Agents

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11 min read
AI Chatbots in Frontend Development: Revolutionizing User Interaction with TensorFlow.js, Dialogflow, and Algorithmia

AI Chatbots in Frontend Development: Revolutionizing User Interaction with TensorFlow.js, Dialogflow, and Algorithmia

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2 min read
20 Popular Open Datasets for Natural Language Processing

20 Popular Open Datasets for Natural Language Processing

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10 min read
Build a RAG System with Rig in Under 100 Lines of Code

Build a RAG System with Rig in Under 100 Lines of Code

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11 min read
Seeking advice on complex AI system architecture (NLP, Claude, parallel flows)

Seeking advice on complex AI system architecture (NLP, Claude, parallel flows)

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1 min read
RAG - Powered

RAG - Powered

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9 min read
Embeddings index format for open data access

Embeddings index format for open data access

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5 min read
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