A platform for creating and hosting conversational AI models with self-hosting capabilities, open source code, and cost tracking.

Helicone

Helicone is a sophisticated platform designed to streamline the use and management of large language models (LLMs) for developers and enterprises.

This document provides details about Promptbetter, including its features and capabilities.

PromptBetter

PromptBetter is more than just a testing platform. It acts as a middleware between your software and the OpenAI API, providing developers with reliable tools for tracking, optimizing and interacting with their AI prompts.

A platform built for developers and businesses to create chatbots and conversational AI applications without prior coding experience.

HoneyHive

Build, evaluate and continuously improve your LLM apps in production with human feedback, quantitative rigor and safety best-practices.

A tool for tracing and debugging web applications. Supports any language and framework. Agent tracing, but no logs. Not self-hostable. No user tracking.

Traceloop

Backtest changes and monitor output quality
Get real time alerts about unexpected output quality changes
Learn how model and prompt changes affect output

langfuse is an open-source platform that offers hybrid language support and advanced analytics for models, frameworks, and more.

LangFuse

Langfuse is an open-source product analytics suite for LLM apps.

LangSmith is a platform for building LLM applications with monitoring, testing, and debugging features. It integrates with LangChain framework and supports any LLM model.

LangSmith

LangSmith 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.
LangSmith is developed by LangChain, the company behind the open source LangChain framework.

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Portkey is an LMOps platform that accelerates the development and maintenance of generative AI apps and features, enabling companies to launch and iterate faster.

Portkey

Portkey enables companies to develop, launch, maintain & iterate over their generative AI apps and features faster. It is an LMOps platform that speeds up your development and your app.

gentrace is an AI platform for language models, offering unit tests and cost tracking, and funded by VC.

gentrace

Continuously evaluate quality with AI and heuristics. Then, observe speed and cost in production.

This software provides unit testing, language chain support, and analytics. It can be self-hosted, used with any framework, and is OSS.

Lunary

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This section provides information on the features and characteristics of Context AI, including its support for various models and frameworks, user tracking, chat replay, and feedback tracking.

Context

Context tracks user behavior, product performance, and risky topics in chat products. 
Context provides detailed product analytics including:
• Conversation clustering and tracking of topics and keywords
• User satisfaction, sentiment, and regeneration tracking per-topic
• Transcript management with filters and search
• Analysis of competitor mentions and divisive topics.

PromptLayer is a platform for managing OpenAI requests, tracking usage history, and visually managing prompt templates.

PromptLayer

Log OpenAI requests. Search usage history. Track performance. Visually manage prompt templates.

LLM Observability tools comparisons