explodinggradients/ragas

toolkit for evaluating and optimizing LLM and RAG apps

low-code toolkit for building and evaluating RAG systems
OpenBMB/UltraRAG
manage and optimize LLM projects with tools for evaluation, tracing, and data management
raga-ai-hub/RagaAI-Catalyst
framework for building LLM and RAG apps with pipelines
deepset-ai/haystack
Curated list of LLM apps built with RAG and AI agents using models from OpenAI, Anthropic, and others
Shubhamsaboo/awesome-llm-apps
Python toolkit for building LLM and RAG apps with lots of small, specialized models
llmware-ai/llmware
lightweight Python library for building RAG pipelines with LLM and document retrieval support
Bessouat40/RAGLight
Open source platform for developing, monitoring, and debugging LLM apps
langfuse/langfuse
step-by-step notebooks for building RAG with LangChain
langchain-ai/rag-from-scratch
Benchmark for LLMs on software engineering tasks
openai/SWELancer-Benchmark
Open-source platform for evaluating and optimizing LLM apps
comet-ml/opik