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Agenta

Appears in 6 awesome lists

Agenta provides end-to-end tools for the entire LLMOps workflow: building (LLM playground, evaluation), deploying (prompt and configuration management), and (LLM observability and tracing).

Open github.comagenta-ai/agenta

Found in these lists

Awesome Generative AI Data Scientist

Section: LLMOps · Open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.

SlowScore 52

Awesome LLMOps

Section: LLMOps · The LLMOps platform to build robust LLM apps. Easily experiment and evaluate different prompts, models, and workflows to build robust apps.

ActiveScore 75

Awesome local LLM

Section: Testing, Evaluation and Observability · an open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place

FreshScore 87

Awesome Open Source AI

Section: 8. MLOps / LLMOps & Production · Open-source LLMOps platform combining prompt playground, prompt management, LLM evaluation, and observability.

FreshScore 89

Awesome Production Machine Learning

Section: Deployment and Serving · Agenta provides end-to-end tools for the entire LLMOps workflow: building (LLM playground, evaluation), deploying (prompt and configuration management), and (LLM observability and tracing).

FreshScore 92

Awesome Generative AI

Section: Developer tools · An open-source end-to-end LLMOps platform for prompt engineering, evaluation, and deployment. #opensource

FreshScore 90

LiteLLM

Unified proxy and SDK that routes to 100+ LLM providers behind a single OpenAI-compatible interface, with a Router handling retry/fallback across deployments, per-project cost and rate-limit tracking, and OTEL callback integrations. The right infrastructure layer when your harness needs provider…

In 16 listsDetails

Opik

Comet's open-source AI observability and evaluation platform: deep tracing of LLM calls, conversation logging, and agent activity, plus built-in eval metrics, prompt versioning, guardrails, and the Opik Agent Optimizer. Worth including because it unifies observability, verification, and…

In 16 listsDetails

Dify

February 2026 release making human oversight a native workflow primitive: suspend execution at critical decision points, expose review-and-edit UI mid-flow, and route subsequent execution based on human action (approve/reject/escalate). Demonstrates how HITL transitions from bolt-on approval gates…

In 14 listsDetails

Haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…

In 13 listsDetails

Phoenix

Open-source AI observability & evaluation platform (Arize) — OpenTelemetry-native tracing for agents, LLM-as-judge evals, versioned datasets & experiments for prompt regression testing, prompt management with version control and replay, plus an MCP endpoint so Claude Code/Cursor can query traces…

In 10 listsDetails

Langfuse

The most widely adopted self-hostable LLM observability platform: traces every agent step, manages prompt versions, and runs evals in one tool. Preferred over cloud-only alternatives when data residency or cost control is a constraint.

In 10 listsDetails

PraisonAI

Praison AI is a low-code, centralized framework leveraging AutoGen and CrewAI to simplify creating and orchestrating multi-agent systems for LLM applications, emphasizing customization and ease of human-agent interaction github | demo | website

In 9 listsDetails

GPTCache

@ferret_db @ossinsight @milvusio we'd love to get a ferretdb backend for gptcache. we'll add it to the todo list.and on behalf of milvus developers and the broader community, thanks for the shout-out!

In 9 listsDetails