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Mục lục dự án

15 Dự án
Tác nhân & Đa tác nhân

Claude Cookbooks: From API Examples to Evaluatable Business Assistants

anthropics/claude-cookbooks

Anthropic’s collection of Claude development examples covers classification, summarization, retrieval augmentation, tool use, image understanding, and evaluation. It is suitable for learning from specific tasks and adapting the code.

★ 52,6K⑂ 6,3KJupyter Notebook
MITQ92
Đánh giá, khả năng quan sát & an toàn

strix

usestrix/strix

An AI-assisted vulnerability discovery tool for authorized application security testing.

★ 60,6K⑂ 6,6KPython
Apache-2.0Q90
Tinh chỉnh, huấn luyện & dữ liệu

scikit-learn

scikit-learn/scikit-learn

A Python machine learning library for classification, regression, clustering and model evaluation.

★ 67,2K⑂ 27,4KPython
BSD-3-ClauseQ90
Đánh giá, khả năng quan sát & an toàn

netdata

netdata/netdata

Real-time system and application monitoring with AI-assisted operational analysis.

★ 80,4K⑂ 6,6KGo
GPL-3.0Q90
Đánh giá, khả năng quan sát & an toàn

open_spiel

google-deepmind/open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

★ 5,4K⑂ 1,2KC++
Apache-2.0Q83
Đánh giá, khả năng quan sát & an toàn

SkillSpector

NVIDIA/SkillSpector

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.

★ 13,8K⑂ 1,1KPython
Apache-2.0Q98
Ảnh chụp màn hình của EvalScope
RAG & hệ thống tri thức

EvalScope

modelscope/evalscope

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

★ 3,2K⑂ 440Python
Apache-2.0Q98
Ảnh chụp màn hình của TruLens: Evaluation and Tracking for LLM Experiments and AI Agents
Tác nhân & Đa tác nhân

TruLens: Evaluation and Tracking for LLM Experiments and AI Agents

truera/trulens

TruLens is an open-source, OpenTelemetry-native evaluation and tracking library for LLM applications and AI agents, enabling developers to trace every step, score performance with LLM judges, and compare app versions.

★ 3,5K⑂ 319Python
MITQ98
Ảnh chụp màn hình của BISHENG
Tác nhân & Đa tác nhân

BISHENG

dataelement/bisheng

BISHENG is an open-source LLM application DevOps platform designed for next-generation enterprise AI applications, offering comprehensive features like GenAI workflow orchestration, RAG, Agent management, and enterprise-grade system controls.

★ 11,8K⑂ 1,9KPython
Apache-2.0Q98
Ảnh chụp màn hình của promptfoo
Tác nhân & Đa tác nhân

promptfoo

promptfoo/promptfoo

An open-source CLI and library for evaluating, testing, and red-teaming LLM applications, RAGs, and agents. It enables side-by-side model comparison and vulnerability scanning with declarative configs and CI/CD integration.

★ 23,9K⑂ 2,2KTypeScript
MITQ98
Tác nhân & Đa tác nhân

Opik: Open-Source LLM Observability, Evaluation and Agent Tracing

comet-ml/opik

Opik is an Apache-2.0-licensed platform for tracing, evaluating, debugging and monitoring LLM applications, RAG systems and multi-step agent workflows. It supports self-hosting, a hosted Comet.com option, client SDKs, a REST API, automated evaluations, prompt experimentation and production dashboards.

★ 21,1K⑂ 1,7KPython
Apache-2.0Q98

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