vibrantlabsai/ragas
Supercharge Your LLM Application Evaluations 🚀
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Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view
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Latest capture 2026-07-15 03:10
5 captures since 2026-05-25
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Frameworks, package managers, ecosystems, and dependency manifests found during catalog scans.
Scanned 2026-07-15 03:10
pyproject.toml
python ecosystem,
47 dependencies
requirements.txt
python ecosystem,
100 dependencies
ragaai_catalyst/redteaming/requirements.txt
python ecosystem,
4 dependencies
examples/crewai/scifi_writer/requirements.txt
python ecosystem,
2 dependencies
examples/haystack/news_fetching/requirements.txt
python ecosystem,
2 dependencies
examples/langchain/medical_rag/requirements.txt
python ecosystem,
7 dependencies
examples/langgraph/personal_research_assistant/requirements.txt
python ecosystem,
3 dependencies
examples/llamaindex_examples/legal_research_rag/requirements.txt
python ecosystem,
6 dependencies
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Supercharge Your LLM Application Evaluations 🚀
🐢 Open-Source Evaluation & Testing library for LLM Agents
Adding guardrails to large language models.
DeepTeam is a framework to red team LLMs and AI agents.
RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org