Retrieval Augmented Generation Courses and Certifications

Pinecone

Live Code Review - Pinecone Vercel Starter Template and Retrieval Augmented Generation

A code walkthrough shows how retrieval grounds a chatbot’s answers in web content using Pinecone’s Vercel starter template.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Introduction to RAG

Explore how retrieval augments language generation to reduce hallucinations and build a simple RAG workflow.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Beyond Basic RAG: Improving our Pipeline

Improve RAG accuracy through hybrid and iterative retrieval, context summarization, and constrained generation grounded in retrieved context.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Enhancing Agents with Custom Tools and RAG

Build a complete RAG knowledge retrieval system with ChromaDB and custom tools that agents can call.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Document Processing and Retrieval with LangChain in Python

Build document-driven applications with LangChain in Python by loading and splitting files, generating embeddings, and retrieving relevant context for question answering.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Building a RAG-Powered Chatbot with LangChain and Python

Build a LangChain and Python chatbot that retrieves grounded answers from uploaded documents while preserving conversational history and citing sources.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Introduction to RAG with Java

Explore how Retrieval-Augmented Generation combines document retrieval with language-model generation to reduce hallucinations, using a simple Java workflow.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases in Java

Scale Java-based RAG systems with ChromaDB through chunking, metadata filtering, weighted retrieval, and multi-chunk prompts.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Beyond Basic RAG: Improving our Pipeline in Java

Improve Java RAG pipelines with hybrid and iterative retrieval, constrained generation, citation prompts, overlap handling, and context summarization.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Document Processing and Retrieval with LangChain in Java

Process and retrieve document information in Java with LangChain using embeddings, similarity search, and context-aware prompts.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Building a RAG-Powered Chatbot with LangChain and Java

Build a Java RAG chatbot that retrieves information across multiple documents, maintains conversation history, and analyzes interplanetary agreements with source attribution.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Document Processing and Retrieval with LangChainGo

Build a LangChainGo pipeline that chunks documents, creates embeddings, retrieves relevant passages, and answers questions with contextual prompts.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Building a RAG-Powered Chatbot with LangChain and Go

Build a Go chatbot that retrieves context from documents, preserves conversation history, and analyzes agreements with source metadata.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Introduction to RAG with JavaScript

Explore how Retrieval-Augmented Generation combines document retrieval with language-model generation to reduce hallucinations using a simple JavaScript workflow.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Scaling up RAG with Vector Databases using JavaScript

Build a ChromaDB-backed RAG retrieval system in JavaScript, from chunking and metadata management to filtered semantic retrieval and multi-chunk prompting.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate