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RAG Explained: Pros and Cons

RAG Explained: Pros and Cons

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2 min read
Creating AI-based Summaries in a Django Website

Creating AI-based Summaries in a Django Website

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4 min read
⏳ How I save 10 swe days/year with LLMs

⏳ How I save 10 swe days/year with LLMs

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1 min read
Transforming Unstructured Data into Structured Using AI

Transforming Unstructured Data into Structured Using AI

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5 min read
Integrating Jira with Amazon Q to Automate Issue Creation

Integrating Jira with Amazon Q to Automate Issue Creation

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2 min read
AI Summit Vancouver 2024: Exploring AI's Role, Risks, and Transformative Power

AI Summit Vancouver 2024: Exploring AI's Role, Risks, and Transformative Power

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7 min read
Analyzing Hugging Face Posts with Graphs and Agents

Analyzing Hugging Face Posts with Graphs and Agents

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12 min read
Smaller Efficient LLMs: The Future of AI

Smaller Efficient LLMs: The Future of AI

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5 min read
Unlocking Knowledge!

Unlocking Knowledge!

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3 min read
I did it: Launched my visionary Open Source project, Fiorino.AI🚀

I did it: Launched my visionary Open Source project, Fiorino.AI🚀

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3 min read
ContextCheck: An open-source framework for testing and evaluating LLMs, RAGs, Chatbots

ContextCheck: An open-source framework for testing and evaluating LLMs, RAGs, Chatbots

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1 min read
Unlock the Power of Meta Llama LLM: Easy Guide to Hosting in Your Local Dev Environment

Unlock the Power of Meta Llama LLM: Easy Guide to Hosting in Your Local Dev Environment

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4 min read
Fine-Tuning LLMs: Comparison of Collab, Kaggle and 6 other Platforms

Fine-Tuning LLMs: Comparison of Collab, Kaggle and 6 other Platforms

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9 min read
Build a Fast and Lightweight Rust Vector Search App with Rig & LanceDB

Build a Fast and Lightweight Rust Vector Search App with Rig & LanceDB

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7 min read
Unlocking the Power of Spanish Benchmarks: Why "Hola" Matters More Than You Think

Unlocking the Power of Spanish Benchmarks: Why "Hola" Matters More Than You Think

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4 min read
Interesting "Fingerprinting for Large Language Models"

Interesting "Fingerprinting for Large Language Models"

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1 min read
Day 37: Named Entity Recognition (NER) with LLMs

Day 37: Named Entity Recognition (NER) with LLMs

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3 min read
Building Your Own Language Model in Ruby: A Step-by-Step Guide

Building Your Own Language Model in Ruby: A Step-by-Step Guide

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7 min read
What are we even doing

What are we even doing

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3 min read
AnyModal: Train Multimodal LLMs in PyTorch

AnyModal: Train Multimodal LLMs in PyTorch

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3 min read
LLM + Mermaid: How Modern Teams Create UML Diagrams Without Lucidchart

LLM + Mermaid: How Modern Teams Create UML Diagrams Without Lucidchart

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5 min read
💡 What's new in txtai 8.0

💡 What's new in txtai 8.0

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11 min read
Day 35 - BERT: Bidirectional Encoder Representations from Transformers

Day 35 - BERT: Bidirectional Encoder Representations from Transformers

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2 min read
Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding

Day 34 - XLNet: Generalized Autoregressive Pretraining for Language Understanding

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2 min read
Day 33 - ALBERT (A Lite BERT): Efficient Language Model

Day 33 - ALBERT (A Lite BERT): Efficient Language Model

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2 min read
Taming the Cost of Prompt Chaining with GemBatch

Taming the Cost of Prompt Chaining with GemBatch

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2 min read
5 Essential Practices for Building Efficient Gen AI Programs

5 Essential Practices for Building Efficient Gen AI Programs

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2 min read
Day 32 - Switch Transformers: Efficient Large-Scale Models

Day 32 - Switch Transformers: Efficient Large-Scale Models

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2 min read
Quick and Dirty Guide to Running a Local LLM and Making API Requests

Quick and Dirty Guide to Running a Local LLM and Making API Requests

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2 min read
6 Easy Ways to Run LLM Locally + Alpha

6 Easy Ways to Run LLM Locally + Alpha

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3 min read
Day 31: Longformer - Efficient Attention Mechanism for Long Documents

Day 31: Longformer - Efficient Attention Mechanism for Long Documents

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3 min read
Create agentic systems by just describing what you want.

Create agentic systems by just describing what you want.

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3 min read
Graph + LLM or simply LLM for summarization?

Graph + LLM or simply LLM for summarization?

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3 min read
Rewind AI + Cursor AI = screenpipe: how we built a high performance Rust frame streaming API (OSS)

Rewind AI + Cursor AI = screenpipe: how we built a high performance Rust frame streaming API (OSS)

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1 min read
Day:30 Reformer: Efficient Transformer for Large Scale Models

Day:30 Reformer: Efficient Transformer for Large Scale Models

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3 min read
Building an Intelligent E-commerce Assistant: LLM-Powered Intent Recognition Using Cohere and Gradio

Building an Intelligent E-commerce Assistant: LLM-Powered Intent Recognition Using Cohere and Gradio

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3 min read
Running Phi 3 with vLLM and Ray Serve

Running Phi 3 with vLLM and Ray Serve

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18 min read
Primer on Distributed Parallel Processing with Ray using KubeRay

Primer on Distributed Parallel Processing with Ray using KubeRay

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10 min read
Day 29: Sparse Transformers: Efficient Scaling for Large Language Models

Day 29: Sparse Transformers: Efficient Scaling for Large Language Models

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3 min read
Building a Medical Literature Assistant: RAG System Practice Based on LangChain

Building a Medical Literature Assistant: RAG System Practice Based on LangChain

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14 min read
Build an enterprise-level financial data analysis assistant: multi-source data RAG system practice based on LangChain

Build an enterprise-level financial data analysis assistant: multi-source data RAG system practice based on LangChain

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16 min read
Community-driven development of LLM applications — introducing GenSphere

Community-driven development of LLM applications — introducing GenSphere

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5 min read
Day 27: Regularization Techniques for Large Language Models (LLMs)

Day 27: Regularization Techniques for Large Language Models (LLMs)

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2 min read
Day 26: Learning Rate Schedules

Day 26: Learning Rate Schedules

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2 min read
Monitoring and Improving AI Model Performance with Handit.AI

Monitoring and Improving AI Model Performance with Handit.AI

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4 min read
Announcing the MagicAPI AI Gateway: The Fastest AI Proxy for Developers!

Announcing the MagicAPI AI Gateway: The Fastest AI Proxy for Developers!

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2 min read
Microsoft Autogen Has Split in 2... Wait 3... No, 4 Parts

Microsoft Autogen Has Split in 2... Wait 3... No, 4 Parts

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3 min read
Basic Introduction to RAG using LangChain

Basic Introduction to RAG using LangChain

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3 min read
Run Llama 3 Locally

Run Llama 3 Locally

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2 min read
The Demise Of Human Coding, Rise Of AI, And Why It's Good For Devs Too

The Demise Of Human Coding, Rise Of AI, And Why It's Good For Devs Too

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4 min read
Unleashing the Power of AI: Running Large Language Models on Your Own Cloud Server (Digital Ocean)

Unleashing the Power of AI: Running Large Language Models on Your Own Cloud Server (Digital Ocean)

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2 min read
Can LLMs Play Chess? I've Tested 13 Models (GPT-4o, Claude 3.5, Gemini 1.5 etc.)

Can LLMs Play Chess? I've Tested 13 Models (GPT-4o, Claude 3.5, Gemini 1.5 etc.)

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7 min read
Comprehensive Guide to the Capabilities and Applications of Large Language Models (LLMs)

Comprehensive Guide to the Capabilities and Applications of Large Language Models (LLMs)

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12 min read
Day 22: Distributed Training in Large Language Models

Day 22: Distributed Training in Large Language Models

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3 min read
7 Cutting-Edge AI Frameworks Every Developer Should Master!

7 Cutting-Edge AI Frameworks Every Developer Should Master!

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9 min read
Enterprise-Level Deployment and Optimization of LLM Applications: A Production Practice Guide Based on LangChain

Enterprise-Level Deployment and Optimization of LLM Applications: A Production Practice Guide Based on LangChain

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15 min read
The Surprising Benefits of Smaller Language Models

The Surprising Benefits of Smaller Language Models

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5 min read
Ethical Considerations in LLM Development and Deployment

Ethical Considerations in LLM Development and Deployment

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2 min read
RedLM: My submission for the NVIDIA and LlamaIndex Developer Contest 03:00

RedLM: My submission for the NVIDIA and LlamaIndex Developer Contest

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38 min read
An easy way to remove PII before sending to LLMs

An easy way to remove PII before sending to LLMs

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2 min read
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