Phil IPS - DEV Community

Phil IPS

Oct 12

Production RAG with LangChain & LangGraph: Retrieval, Reranking & Agentic Workflows

#rag #langchain #langgraph #tutorial

11 min read

Phil IPS

Oct 12

Fine-Tuning LLMs with LoRA & QLoRA: Complete Production Guide

#finetuning #lora #qlora #tutorial

8 min read

Phil IPS

Oct 12

Deploying LLMs Locally: Ollama, LM Studio, llama.cpp & vLLM Compared

#llm #local #deployment #tutorial

8 min read

Phil IPS

Oct 12

Building AI Agents with LangGraph: State, Tools & Multi-Agent Workflows

#langgraph #aiagents #workflows #tutorial

8 min read

Phil IPS

Oct 12

RAG Evaluation & Monitoring: Metrics, Frameworks & Production Observability

#rag #evaluation #monitoring #tutorial

14 min read

Phil IPS

Oct 12

Vector Databases Deep Dive: Qdrant, Pinecone, Weaviate & Milvus Compared

#vectordb #qdrant #pinecone #tutorial

10 min read

Phil IPS

Oct 12

LLM Evaluation & Benchmarking: Metrics, Frameworks & Production Testing

#llm #evaluation #benchmarking #tutorial

14 min read

Phil IPS

Oct 12

Building AI Agents with Function Calling: Tools, Patterns & Production Systems

#functioncalling #aiagents #tools #tutorial

14 min read

Phil IPS

Oct 12

API Mocking for AI Applications: Complete Guide to APIMock-AI Patterns

#apimock #testing #ai #tutorial

16 min read

Phil IPS

Oct 12

Vector Databases Deep Dive: Qdrant, Pinecone, Weaviate & Milvus Compared

#vectordb #qdrant #pinecone #tutorial

10 min read

Phil IPS

Oct 12

Deploying LLMs Locally: Ollama, llama.cpp, vLLM & Text Generation Inference

#ollama #llamacpp #vllm #tutorial

12 min read

Phil IPS

Oct 12

Building AI Agents with LangGraph: State Machines, Workflows & Multi-Agent Systems

#langgraph #aiagents #workflow #tutorial

11 min read

Phil IPS

Oct 12

RAG Evaluation & Monitoring: Metrics, Frameworks & Production Observability

#rag #evaluation #monitoring #tutorial

14 min read

Phil IPS

Oct 12

Fine-Tuning LLMs with LoRA & QLoRA: Complete Production Guide

#lora #qlora #finetuning #tutorial

10 min read

Phil IPS

Oct 12

Vector Databases for AI: Qdrant, Pinecone, Weaviate & Milvus Compared

#vectordb #qdrant #pinecone #tutorial

10 min read

Phil IPS

Oct 12

Building Production AI Applications with LangGraph: State, Graphs & Deployment

#langgraph #aiagents #production #tutorial

11 min read

Phil IPS

Oct 12

LLM Evaluation & Benchmarking: Metrics, Frameworks & Production Monitoring

#llmevaluation #benchmarking #ragas #tutorial

14 min read

Phil IPS

Oct 12

Advanced Prompt Engineering: Techniques, Patterns & Production Systems

#promptengineering #llm #ai #tutorial

13 min read

Phil IPS

Oct 12

Building AI Agents with Function Calling: Tools, Structured Output & Agent Loops

#aiagents #functioncalling #langgraph #tutorial

14 min read

Phil IPS

Oct 12

Production RAG with LangChain & LangGraph: End-to-End Implementation

#rag #langchain #langgraph #tutorial

11 min read

Phil IPS

Oct 12

Building Multi-Agent AI Systems: Architectures, Communication & Coordination

#multiagent #aiagents #langgraph #tutorial

10 min read

Phil IPS

Oct 12

Vector Databases Deep Dive: Qdrant, Pinecone, Weaviate & Milvus Compared

#qdrant #pinecone #weaviate #tutorial

9 min read

Phil IPS

Oct 12

Fine-Tuning LLMs with LoRA & QLoRA: Complete Practical Guide

#lora #qlora #finetuning #tutorial

8 min read

Phil IPS

Oct 12

Building AI Agents with LangGraph: From Fundamentals to Production

#langgraph #aiagents #langchain #tutorial

8 min read

Phil IPS

Oct 12

Deploying LLMs Locally: Complete Guide to Ollama, llama.cpp, vLLM & TGI

#ollama #llamacpp #vllm #tutorial

8 min read

Phil IPS

Oct 12

Building a Production-Ready RAG System: Architecture, Optimization & Monitoring

#rag #llm #production #tutorial

12 min read

Phil IPS

Oct 12

How to Evaluate LLMs: A Complete Guide to LLM Evaluation

#llmevaluation #llm #testing #tutorial

8 min read

Phil IPS

Oct 12

Building AI Agents with LangGraph: A Practical Guide

#langgraph #aiagents #langchain #tutorial

5 min read

Phil IPS

Oct 12

How to Build a Local-First AI App with Tauri + Ollama

#tauri #ollama #rust #tutorial

4 min read

Phil IPS

Oct 12

Fine-Tuning vs RAG vs Prompt Engineering: When to Use Which

#finetuning #rag #promptengineering #tutorial

5 min read

Phil IPS

Oct 12

Building AI-Powered CLI Tools: From Script to Distributable Package

#cli #python #click #tutorial

11 min read

Phil IPS

Oct 12

Prompt Engineering Masterclass: From Basics to Advanced Techniques

#promptengineering #llm #ai #tutorial

5 min read

Phil IPS

Oct 12

Vector Databases Compared: Pinecone, Weaviate, Qdrant, Chroma, Milvus

#vectordb #pinecone #qdrant #tutorial

5 min read

Phil IPS

Oct 12

Deploying LLMs Locally: Ollama, llama.cpp, and vLLM Comparison

#llm #ollama #llamacpp #tutorial

5 min read

Phil IPS

Oct 12

AI Agents with Function Calling: Build Tools LLMs Can Use

#ai #agents #functioncalling #tutorial

6 min read

Phil IPS

Oct 12

Building RAG from Scratch: No Frameworks Needed

#rag #python #ai #tutorial

1

8 min read

Phil IPS

Oct 12

Fine-Tuning LLMs on Consumer Hardware: LoRA Guide 2024

#llm #finetuning #lora #tutorial

4 min read

Phil IPS

Oct 12

Vector Databases for AI Apps: Pinecone vs Weaviate vs Qdrant

#vectordatabase #rag #ai #tutorial

4 min read

Phil IPS

Oct 12

Building a Discord Bot with AI Responses: Complete Guide

#discord #bot #ai #tutorial

3 min read

Phil IPS

Oct 12

Free AI Models Comparison: OpenRouter vs Together vs Groq

#ai #api #comparison #tutorial

3 min read

Phil IPS

Oct 12

Python AI Tutorial for Beginners: Your First AI Integration

#python #ai #tutorial #beginners

1

3 min read

Phil IPS

Oct 12

API Testing with OpenRouter: Free Endpoint Testing Tutorial

#python #ai #openrouter #testing

3 min read

Phil IPS

Oct 12

Complete Guide: Using Gemini 3.6 Flash via Unorouter API

#python #ai #gemini #tutorial

5 min read

Phil IPS

Oct 12

Using Gemini 3.6 Flash via Unorouter API for Text Generation

#python #ai #gemini #tutorial

3 min read

Phil IPS

Oct 12

API Testing with Gemini 3.6 Flash: Complete Tutorial

#python #ai #gemini #testing

1

3 min read

Phil IPS

Oct 12

Testing OpenRouter API: Free AI Model Access

#python #ai #openrouter #tutorial

2 min read

Phil IPS

Oct 12

Testing the Hugging Face Inference API (Free Tier)

#python #ai #huggingface #tutorial

2 min read

Phil IPS

Oct 12

Using the Gemini API with Python (Free Tier)

#python #ai #gemini #tutorial

2 min read

Phil IPS

Oct 12

OpenRouter Gemini API Tutorial (Free Tier)

#python #ai #gemini #openrouter

1 min read

Phil IPS

Oct 12

Testing Free API Endpoints with Python

#python #api #testing #tutorial

2 min read

Phil IPS

Oct 12

Quickstart with Gemini API in Python

#python #ai #gemini #tutorial

2 min read

Phil IPS

Oct 12

Quickstart with Gemini API in Python

#python #gemini #ai #tutorial

2 min read

Phil IPS

Oct 11

API Testing Tutorial: GitHub User Info

#python #api #testing #github

1 min read

Phil IPS

Oct 11

Testing Free AI Model Endpoint with OpenRouter

#python #ai #openrouter #tutorial

2 min read

Phil IPS

Oct 11

How to Use Unorouter API for Text Generation

#python #ai #unorouter #tutorial

1 min read

Phil IPS

Oct 11

Building a Sentiment Analysis Model with Python and Hugging Face Transformers

#python #ai #nlp #transformers

1 min read

Phil IPS

Oct 11

Gemini API Tutorial via OpenRouter

#python #ai #gemini #openrouter

1 min read

Phil IPS

Oct 11

Getting Started with Gemini 3.6 Flash API for Text Generation

#python #ai #gemini #tutorial

2 min read

Phil IPS

Oct 11

Hello World! My Journey into Tech and Building with Purpose 🚀

#ai #webdev #programming #productivity

1 min read

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