In this blog, you will learn how to implement Retrieval Augmented Generation (RAG) using PGVector, LangChain4j and Ollama. This implementation allows you to ask questions about your documents using natural language.
#java #langchain4j

In this blog, you will learn how to implement Retrieval Augmented Generation (RAG) using PGVector, LangChain4j and Ollama. This implementation allows you to ask questions about your documents using natural language.
#java #langchain4j
#LangChain4j 1.22.0 is out!
Highlights:
- OpenAI Decisions API support
- AWS Bedrock batch inference
- Automatic prompt caching for Anthropic
Thanks to all contributors!
github.com/langchain4j/...
New achievement unlocked: finish up a post while waiting for our @devoxx.com talk to start & post it live during the session. This time it's a refactor w/ the #LangChain4j DecisionModel and DecisionRouterPlanner (& adding "Kev" model because how could I not ๐)
Hier matin @yblazart.bsky.social et @antoine.sabot-durand.net ont aidรฉ ร animer le lab de @ehsavoie.bsky.social sur #LangChain4J-CDI #Devoxx
First @devoxx.com session. Our lab on #Langchain4j-CDI is packed. With @ehsavoie.bsky.social and @yblazart.bsky.social
If you want to know how to inject LLM into your application as easily as an EntityManager in ALL the mp or Jakartaee runtimes ,come tomorrow morning lnkd.in/ezb7XCQJ
#devoxx #langchain4j #a2a #mcp #langchain4j-cdi #jakartaee #microprofile #ai
with @yblazart.bsky.social and @antoine.sabot-durand.net
In this blog, you will learn how to implement RAG using Weaviate, LangChain4j and LocalAI. This implementation allows you to ask questions using natural language.
#weaviate #langchain4j #localai #java
Semantic Search in Java with Micronaut Data JDBC, Micronaut LangChain4J, Oracle AI Vector Search, and the Oracle AI Database 26ai rb.gy/w667vf #Micronaut #LangChain4J #AI #AIVectorSearch #JavaOracleDB #JDBC #UCP #OracleAIDatabase #Oracle @juarezjunior.bsky.social
In this blog, you will take a closer look at embedding documents to be used for a semantic search. By means of examples, you will learn how embedding influences the search results.
#java #langchain4j #LocalAI_API
jitLLM is part of the @langchain4j.dev 1.21.0 release! ๐
Read more here: docs.langchain4j.dev/integrations...
#LangChain4j 1.21.0 is out! ๐
Meet Decision Models: instant yes/no, choice and scale answers with probabilities.
Decision Services turn any Java interface into a classifier.
Plus model routing, re-ranking, tool selection, guardrails and agentic routing!
In this blog, you will take a closer look at how you can chat with your documents using LangChain4j and LocalAI. Besides that, you will learn some basics about prompt engineering. Enjoy!
#java #langchain4j #LocalAI_API
I wrote a follow up on my #Jev + #LangChain4j blog post since I was able to sign up and get an actual API key this time ๐. (and added a few more features to the project)
This post discusses integrating LLM capabilities into Java applications using LangChain4j. It covers using LocalAI, provides examples, and explores chatting with documents.
#java #langchain4j #LocalAI
Planning your #Devoxx Belgium schedule? With 200+ talks across 8 parallel tracks, picking sessions takes time.
I built a personalized agenda generator using #Micronaut, #LangChain4j, and #Gemini 3.5 Flash-Lite on #Java 25 virtual threads!
Here is how it works ๐งต๐
With all this hype around #Jev and open source derivatives like #Laya I wanted to see how these kinds of decision models would work in Agentic Workflows with #LangChain4j. (tl;dr it's pretty intuitive!)
Who will give our #Quarkus #LangChain4j Workshop its 100th star? ๐ ๐คฉ
DevConverge Chile: Semantic Search in Java with #Micronaut Data JDBC, Micronaut LangChain4J, Oracle AI Vector Search, and the Oracle AI Database 26ai rb.gy/os9lzj #AI #AIVectorSearch #JavaOracleDB #JDBC #UCP #OracleDatabase #LangChain4J @juarezjunior.bsky.social
Semantic Search in Java with Micronaut Data JDBC, Micronaut LangChain4J, Oracle AI Vector Search, and the Oracle AI Database 26ai rb.gy/w667vf #Micronaut #LangChain4J #AI #AIVectorSearch #JavaOracleDB #JDBC #UCP #OracleAIDatabase #OracleDevs #Oracle
Semantic Search in Java with Micronaut Data JDBC, Micronaut LangChain4J, Oracle AI Vector Search, and the Oracle AI Database 26ai rb.gy/w667vf #Micronaut #LangChain4J #AI #AIVectorSearch #JavaOracleDB #JDBC #UCP #OracleAIDatabase #OracleDevs #Oracle