Unofficial, but curated list of Vespa.ai resources
- Tutorials and guides
- Use-cases and studies
- Non-English
- Benchmarks
- Tools and integrations
- Official resources
- Consulting and training
- Community
- General Search/Information Retrieval resources
- Vespa Neural Search Tutorial
- How to quickly implement a text search system using pyvespa
- Build Scalable Search Applications With Vespa
- Efficient open-domain question-answering on Vespa.ai
- Atita Arora – Understanding Vespa with a Lucene mindset
- Harrison Pim, Fred O'Loughlin – Building a knowledge graph for climate policy
- Vespa-related presentations playlist
- Vespa-related podcasts playlist
- Vinted's journey from Elasticsearch to Vespa
- Vinted's journey to data modernisation podcast
- Onyx: Open Source Gen-AI + Enterprise Search using Vespa for retrieval. The Vespa-specific part is here
- AllenAI Ai2 ScholarQA - system for answering scientific queries and generating literature reviews
- Yahoo! using Vespa! Flea market vector search - Product search with similar images
- Vespa Linguistics with Kuromoji Tokenizer
- Navigator for Solr -> an IDE for Solr that also works with Vespa (e.g., run HTTP requests, Python/shell code, visualize data...).
- LangChain
- YQL parser
- Vespa website
- Vespa case studies - who uses Vespa?
- Sample applications
- Vespa Guide for Solr Users
- Pyvespa notebooks - lot of great examples of how to feed, query, infer models and evaluate results
- Vespa documentation - our documentation is also a RAG app which lets you ask questions!
- Visual RAG over PDFs with ColPali - see how you can search any printable visually without ever converting to text!
- Lots more on the Official Vespa blog
- Tensor Playground - check out examples and build your own
- 24 Tensor Playground Challenges (Advent)
- Elasticsearch vs Vespa performance comparison. A comprehensive, reproducible report that goes in depth on Vespa performance characteristics
- PyVespa
- Vespa CLI
- Java Feed Client
- IDE Support
- Logstash input and output plugins. Tutorial blog post here and using Logstash to detect schema here
- LangGraph. Sample apps here and blog post here
- Llamaindex integration: demo and blog post
- Getting Started with Vespa AI Search
- Personalized Search: Advanced Ranking & Tensor framework
- The RAG Blueprint Overview
- Official Vespa Youtube channel
A playground for the Vespa.ai engineers to share some ideas. No official support for anything here.
- NyRAG: advanced, scalable, no-code RAG.
- vespatune: No code solution for training tabular models.
- vespaembed: No code tool for finetuning embedding models.
- Public Slack
- Vespa Github org
- GitHub Discussions a.k.a. the official forum.