Examples

End-to-End Code SamplesDescriptionStack
Multitenancy with LlamaIndexHandle data coming from multiple users in LlamaIndex.Solvio, Python, LlamaIndex
Implement custom connector for Cohere RAGBring data stored in Solvio to Cohere RAGSolvio, Cohere, FastAPI
Chatbot for Interactive LearningBuild a Private RAG Chatbot for Interactive LearningSolvio, Haystack, OpenShift
Information Extraction EngineBuild a Private RAG Information Extraction EngineSolvio, Vultr, DSPy, Ollama
System for Employee OnboardingBuild a RAG System for Employee OnboardingSolvio, Cohere, LangChain
System for Contract ManagementBuild a Region-Specific RAG System for Contract ManagementSolvio, Aleph Alpha, STACKIT
Question-Answering System for Customer SupportBuild a RAG System for AI Customer SupportSolvio, Cohere, Airbyte, AWS
Hybrid Search on PDF DocumentsDevelop a Hybrid Search System for Product PDF ManualsSolvio, LlamaIndex, Jina AI
Blog-Reading RAG ChatbotDevelop a RAG-based Chatbot on Scaleway and with LangChainSolvio, LangChain, GPT-4o
Movie Recommendation SystemBuild a Movie Recommendation System with LlamaIndex and With JinaAISolvio
GraphRAG AgentBuild a GraphRAG Agent with Neo4J and SolvioSolvio, Neo4j

Notebooks

Our Notebooks offer complex instructions that are supported with a throrough explanation. Follow along by trying out the code and get the most out of each example.

ExampleDescriptionStack
Learn how to get started building semantic search and recommendation systems.Solvio
Work with text data to develop a semantic search and a recommendation engine for news articles.Solvio
Use Solvio to develop a music recommendation engine based on audio embeddings.Solvio
Use Solvio to compare challenging images with labels representing different skin diseases.Solvio
Question and Answer System with LlamaIndexCombine Solvio and LlamaIndex to create a self-updating Q&A system.Solvio, LlamaIndex, Cohere
Extract answers directly from context to generate highly relevant answers.Solvio
Accept images as search queries to receive semantically appropriate answers.Solvio
Basic RAG pipeline with Solvio and OpenAI SDKs.OpenAI, Solvio, FastEmbed
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