Agentops vs Deepchecks LLM Evaluation
Overview
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CLI (Node.js)
Manual
Detailed Comparison
Continuously validate your LLM-based application throughout the entire lifecycle from pre-deployment and internal experimentation to production. | It is the toolkit for evaluating and developing robust and reliable AI agents. Build compliant virtual employees with observability, evals, and replay analytics. No more black boxes and prompt guessing. |
LLM evaluation;
Real-time monitoring;
Simplify compliance with AI-related policies, regulations, and soft laws | Agent agnostic SDK;
LLM cost (OpenAI, etc);
Replay analytics;
Analytics dashboard;
Public model testing |
Statistics | |
GitHub Stars - | GitHub Stars 5.0K |
GitHub Forks - | GitHub Forks 488 |
Stacks 0 | Stacks 0 |
Followers 0 | Followers 0 |
Votes 0 | Votes 0 |
Integrations | |
What are some alternatives to Deepchecks LLM Evaluation, Agentops?
crewAI
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Clever AI Humanizer
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LangChain
It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs.
Ollama
It allows you to run open-source large language models, such as Llama 2, locally.
LlamaIndex
It is a project that provides a central interface to connect your LLMs with external data. It offers you a comprehensive toolset trading off cost and performance.
LangGraph
It is a library for building stateful, multi-actor applications with LLMs, built on top of (and intended to be used with) LangChain. It extends the LangChain Expression Language with the ability to coordinate multiple chains (or actors) across multiple steps of computation in a cyclic manner.
LangSmith
It is a platform for building production-grade LLM applications. It lets you debug, test, evaluate, and monitor chains and intelligent agents built on any LLM framework and seamlessly integrates with LangChain, the go-to open source framework for building with LLMs.
YouWare
Is an all-in-one AI coding platform that allows you build apps and websites by chatting with AI. YouWare enables full-stack code generation and deployment with a shareable URL instantly. no code, no setup, no hassle.
Rhesis AI
The collaborative testing platform for LLM applications and agents. Your whole team defines quality requirements together, Rhesis generates thousands of test scenarios covering edge cases, simulates realistic multi-turn conversations, and delivers actionable reviews. Testing infrastructure built for Gen AI.
Amp
A frontier coding agent engineered to maximize what's possible with today's latest models—autonomous reasoning, comprehensive code editing, and complex task execution.
