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flock
by Onelevenvy
Low-code workflow platform for building chatbots, RAG, and multi-agent teams
Rust
Updated Jul 7, 2026
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How It Works
Enables building workflow-driven chatbots, RAG apps, and coordinated multi-agent teams using a low-code UI. Combines visual workflows, LangGraph/LangChain integrations, and a TypeScript + FastAPI backend to let developers wire agents, prompts, and retrieval pipelines without heavy engineering. Includes Next.js GUI components and React Flow for editable graphs and runtime orchestration.
Why It Matters
As agent systems grow more complex, teams need ways to compose, inspect, and iterate on agent workflows without rewriting orchestration code. Flock surfaces the graph of agent interactions and retrieval pipelines, making it easier to reason about delegation, failure points, and reproducibility. That visibility is a practical step toward tracking agent track records and introducing evaluation or reputation hooks into workflows.
Target Use Cases
Teams and developers who want to prototype and ship multi-agent workflows and RAG solutions with a visual editor and prebuilt integrations.
How It's Used
- Rapidly composing and iterating multi-agent workflows with a visual editor
- Building RAG-enabled chatbots that combine retrievers, LLMs, and post-processors
- Prototyping agent delegation patterns and observing where tasks fail in a workflow
- Embedding evaluation hooks to capture interaction logs and agent outputs for later analysis
Works With
langchainopenai
Topics
agentaichatbotdeekseekharnesslangchainlanggraphlanggraph-rustllmmcp+5 more
Similar Tools
langgraphcrewai
Keywords
multi-agent orchestrationmulti-agent trustagent-delegationrag