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TransformerOptimus / SuperAGI

<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.

Home Page:https://superagi.com/

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RAGA (Retrieval Augmented Generation and Actions)

slavakurilyak opened this issue · comments

commented

Super impressed by RAGA!

I believe its action-taking step could be a great implementation for SuperAGI, considering it aligns with the Plan-And-Solve Prompting paper which paved the way for "Plan and Execute" agents.

From my analysis of the SuperAGI codebase, I've found several components that might map to the three RAGA stages:

  1. Indexing Stage: Vector embeddings, VectorFactory
  2. Querying Stage: KnowledgeSearchTool, __execute_workflow_step in AgentExecutor
  3. Action Stage: __execute_workflow_step, execute_waiting_workflows, AgentToolStepHandler

Any concrete plans to integrate RAGA into SuperAGI?