fast-agent
★ 3.8k
vs
persistent-ai-memory
★ 231
fast-agent vs persistent-ai-memory
fast-agent: fast-agent is a CLI-first framework for building and interacting with sophisticated multimodal AI agents and workflows. It offers comprehensive support for various LLM providers, structured outputs, and vision, with unique features like MCP Feature support and live streaming responses to the terminal.; persistent-ai-memory: Persistent AI Memory is a sophisticated memory management system for AI assistants that provides intelligent memory extraction, storage, and retrieval across multiple platforms. It features OpenWebUI-native integration, semantic search, conversation tracking, and tool call logging. The system ensures multi-user isolation and supports various embedding providers.
01
TL;DR
Choose fast-agent if…Rapid development and testing of sophisticated multimodal AI agents and workflows.
Choose persistent-ai-memory if…AI assistants that need to remember user preferences across conversations
02
Side-by-Side Comparison
03
Features
fast-agent01Sophisticated multimodal Agent and Workflow creation.
02Comprehensive LLM provider support (e.g., Anthropic, OpenAI, Google, Ollama).
03Structured outputs, PDF, and Vision support.
04CLI-first with interactive terminal UI (TUI-style) and live streaming responses.
05Advanced agentic workflows like Chain, Parallel, MAKER, and Agents As Tools.
persistent-ai-memory01OpenWebUI-native short-term memory plugin
02Persistent memory storage with SQLite
03Semantic search using vector embeddings
04Multi-platform support (OpenWebUI, LM Studio, VS Code, MCP)
05Smart memory filtering and relevance scoring
04
Use Cases
fast-agent↳Rapid development and testing of sophisticated multimodal AI agents and workflows.
↳Diagnosing and tuning agent applications, including those requiring human input.
↳Implementing advanced agentic patterns for error reduction or complex task decomposition.
persistent-ai-memory↳AI assistants that need to remember user preferences across conversations
↳Development environments where AI tools track project context
↳Multi-user chat applications requiring isolated memory per user
05
Best For
fast-agentTrendingMulti-AgentDev Tooling
persistent-ai-memoryTrendingCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between fast-agent and persistent-ai-memory?
Both fast-agent and persistent-ai-memory are in the Dev Tooling category. fast-agent has 3.8k stars, while persistent-ai-memory has 231 stars.
Which is better, fast-agent or persistent-ai-memory?
The best choice depends on your use case. Choose fast-agent if Rapid development and testing of sophisticated multimodal AI agents and workflows., and persistent-ai-memory if AI assistants that need to remember user preferences across conversations.
Is fast-agent free or open source?
Yes, fast-agent is open source on GitHub (Apache-2.0).
Is persistent-ai-memory free or open source?
Yes, persistent-ai-memory is open source on GitHub (MIT).
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