Agents en multi-agents
run-llama/llama_index
LlamaIndex is an open-source Python data framework for building LLM applications with private data, offering data connectors, indexing structures, and advanced retrieval interfaces. It is complemented by LlamaParse, an enterprise platform for agentic OCR, parsing, extraction, and indexing.
★ 51,4K⑂ 7,9KPython
MITQ98
MCP en toolaanroepen
astrbotdevs/astrbot
AstrBot is an open-source, all-in-one AI agent chatbot platform and development framework that integrates mainstream instant messaging platforms, large language models, plugins, and agent capabilities for building production-ready conversational AI applications.
★ 38,5K⑂ 2,7KPython
AGPL-3.0Q98
RAG en kennissystemen
hkuds/lightrag
A lightweight, graph-based retrieval-augmented generation (RAG) framework that uses a dual-layer architecture combining knowledge graphs and vector embeddings to deliver efficient indexing, low-cost incremental updates, and high-quality contextual retrieval.
★ 38,4K⑂ 5,4KPython
MITQ98
MCP en toolaanroepen
agentscope-ai/qwenpaw
A self-hostable personal AI assistant that runs locally or in the cloud, featuring multi-channel connectivity, extensible skills, and a three-layer memory system.
★ 33,9K⑂ 3KPython
Apache-2.0Q98
Fine-tuning, training en data
langfuse/langfuse
An open-source LLM engineering platform for tracing, evaluating, debugging, and improving AI applications, with prompt management, datasets, metrics, a playground, APIs, and managed or self-hosted deployment options.
★ 32,4K⑂ 3,5KTypeScript
NOASSERTIONQ98
MCP en toolaanroepen
hkuds/vibe-trading
An open-source Python-based AI agent framework designed to provide comprehensive trading, backtesting, and quantitative finance capabilities via a single command.
★ 30,1K⑂ 4,8KPython
MITQ98
Agents en multi-agents
getzep/graphiti
Graphiti is an open-source Python framework by Zep for building and querying temporal context graphs. It autonomously transforms structured and unstructured data into a dynamic knowledge graph that tracks fact validity over time, preserving provenance and enabling hybrid retrieval for AI agents.
★ 29,5K⑂ 3KPython
Apache-2.0Q98
MCP en toolaanroepen
agentscope-ai/agentscope
A production-ready, easy-to-use agent framework designed to leverage the reasoning and tool-use abilities of increasingly agentic LLMs without constraining them with strict prompts or opinionated orchestrations.
★ 28,6K⑂ 3,3KPython
Apache-2.0Q98
Agents en multi-agents
mlflow/mlflow
An open-source AI engineering platform for tracing, evaluating, monitoring, optimizing, governing, and deploying agents, LLM applications, and machine-learning models.
★ 27,3K⑂ 6,1KPython
Apache-2.0Q98
Agents en multi-agents
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
Agents en multi-agents
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
Agents en multi-agents
google/adk-python
An open-source, code-first Python framework for building, evaluating, and deploying sophisticated AI agents with flexibility and control.
★ 21K⑂ 3,8KPython
Apache-2.0Q98