LlamaIndex is a open source in AI Agent. Here are the strongest alternatives, ranked by an explainable 4-dimension score.
| # | Alternative | Overall | Pop. | Mom. | Cred. | Eco. |
|---|---|---|---|---|---|---|
| 1 | Flowise · Agent Frameworks Open-source drag-and-drop builder for LLM and agent flows. | 75 | 47 | 90 | 86 | 84 |
| 2 | Langflow · Agent Frameworks Visual low-code tool for building and prototyping LLM and agent workflows. | 75 | 45 | 90 | 87 | 85 |
| 3 | Letta · Agent Frameworks Framework for building stateful agents with long-term memory, born from MemGPT research. | 75 | 49 | 90 | 84 | 82 |
| 4 | SmolAgents · Agent Frameworks Lightweight library for building agents that write and execute code. | 87 | 85 | 93 | 84 | 82 |
| 5 | deer-flow · Agent Frameworks An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours. | 86 | 74 | 99 | 86 | 85 |
| 6 | Semantic Kernel · Agent Frameworks Microsoft's open-source SDK for integrating LLMs and agent orchestration into apps. | 84 | 84 | 76 | 89 | 89 |
| 7 | Goose · Agent Frameworks Block's open-source extensible AI agent that automates engineering tasks locally. | 84 | 74 | 93 | 85 | 84 |
| 8 | PydanticAI · Agent Frameworks Type-safe Python agent framework from the Pydantic team. | 83 | 74 | 93 | 83 | 81 |