Chromadb Courses and Certifications

Storing, Indexing, and Managing Vector Data with ChromaDB

Master ChromaDB fundamentals: setup, embedding storage, efficient querying, indexing optimization, and large-scale vector data management in this hands-on tutorial.

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

Implementing Semantic Search with ChromaDB

Master advanced semantic search techniques in ChromaDB through multi-query expansion, hybrid retrieval strategies, reranking methods, and multi-field search optimization.

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

Optimizing and Scaling ChromaDB for Vector Search

Master ChromaDB optimization techniques to reduce query latency, implement dynamic search filtering, and enable real-time stream processing for scalable vector search deployments.

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

Career Certificate

Building a Vector Search Engine with ChromaDB

Master ChromaDB to build intelligent vector search systems with embedding generation, semantic retrieval, and scalable optimization techniques.

• CodeSignal
• 8 hours
• Self-Paced
• Free Certificate
• 4 courses

echohive

Langchain Summary and QA with Chromadb Using OpenAI Embeddings and GPT-3 With Token Count

Build 5 Langchain apps for document summarization and Q&A using Chromadb, OpenAI embeddings, and GPT-3. Learn token counting, custom prompts, and various chain types for efficient text processing and analysis.

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

AI Bites

Building a RAG Pipeline with LangChain and ChromaDB for Email-Based Chat Applications

Master practical RAG implementation with LangChain and ChromaDB to build an intelligent email-based chatbot system using vector stores, text splitters, and LLM integration.

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

echohive

Open Source Multi-Modal RAG with ChromaDB Using OpenCLIP Embeddings

Explore open-source multi-modal RAG system using ChromaDB and OpenCLIP embeddings. Learn implementation, code review, and get a preview of advanced coding techniques for AI-powered information retrieval.

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

AI Bites

Build an Agentic RAG Pipeline with LangGraph and ChromaDB - Step-by-Step Tutorial

Master building an intelligent Agentic RAG pipeline using LangGraph and ChromaDB with hands-on coding, agent orchestration, and production-ready implementation techniques.

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

Enhancing Agents with Custom Tools and RAG

Master custom tool development and RAG implementation by building complete knowledge retrieval systems with ChromaDB and function-calling workflows for enhanced agent capabilities.

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

Chunking and Storing Text for Efficient LLM Processing

Master text chunking techniques and vector storage methods to optimize large document processing for LLM applications like search and retrieval systems.

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

Scaling up RAG with Vector Databases in Java

Master vector database integration for RAG systems in Java through document preprocessing, ChromaDB storage, semantic retrieval with filters, and multi-chunk prompt engineering.

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

Scaling up RAG with Vector Databases in Rust

Master vector database implementation in Rust to build scalable RAG systems with ChromaDB, document chunking, embedding storage, and advanced retrieval strategies.

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

Scaling up RAG with Vector Databases using JavaScript

Discover how to build scalable RAG systems using JavaScript and vector databases, from document chunking to ChromaDB integration and intelligent retrieval strategies.

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

Scaling up RAG with Vector Databases

1 rating

Discover how to scale RAG systems with vector databases, from preprocessing documents to managing embeddings in ChromaDB, with strategies for efficient retrieval and prompt construction.

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

Career Certificate

RAG for Generative AI Applications

713 ratings at Coursera

Master RAG techniques for GenAI applications using vector databases, LangChain, and LlamaIndex to build intelligent systems that combine LLMs with real-world data retrieval.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses