langchain4j

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

marker

Convert PDF to markdown quickly with high accuracy

unsloth

Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

firecrawl

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

axolotl

Go ahead and axolotl questions

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

reader

Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/

langfuse

🪢 Open source LLM engineering platform: Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

presidio

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

openllmetry

Open-source observability for your LLM application, based on OpenTelemetry

AutoRAG

RAG AutoML Tool - Find optimal RAG pipeline for your own data.

JavaRoadmap

The 2024 Java Developers Roadmap

openlit

OpenLIT is an open-source LLM Observability tool built on OpenTelemetry. 📈🔥 Monitor GPU performance, LLM traces with input and output metadata, and metrics like cost, tokens, and user interactions along with complete APM for LLM Apps. 🖥️

sql-eval

Evaluate the accuracy of LLM generated outputs

continuous-eval

Open-Source Evaluation for GenAI Application Pipelines

MS-MARCO-Web-Search

A large-scale information-rich web dataset, featuring millions of real clicked query-document labels

llama3.java

Practical Llama 3 inference in Java

java-ai-playground

quarkus-langchain4j

Quarkus Langchain4j extension

java-chat-with-documents

Chat with an AI that's aware of your documents.

rag-genie

The RAG Genie, an LLM RAG prototype to test and evaluate your embeddings, chunk splitting strategies using Q&A and evaluations.

NL2SQL-Benchmark

This repository contains the complete codebase written for benchmarking various latest LLMs in NL-to-SQL use case. It also contains the results data sets accompanied with report about the findings.

quarkus-drools-llm

autoapi

What if we wired an LLM to an HTTP server and connected it to a database and told it to be an API?

langchain4j-spring-boot

LangChain4j support in Spring Boot to build AI and LLM-powered applications.

langsmith-java

LangSmith Java SDK.

java-retrieval-augmented-generation

Retrieval Augmented Generation with Java

cohere-java

Cohere's Java SDK

spring-petclinic-langchain4j