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python_1.1.0

GraphiteEditor/Graphitepython_1.1.0Jul 1, 2026by cornelcroi

AI Summary

This release mirrors Release 2, introducing the 'GroundedAgent' pattern to the Python ecosystem with the same two-LLM anti-hallucination architecture.

Key Highlights

  • Implementation of a two-LLM architecture to prevent hallucinations.
  • Separation of tool execution (gatherer) from response writing (presenter).

New Features

  • GroundedAgent and GroundedAgentOptions classes.
  • ToolOutputCurator (DataBlockCurator, PerToolCurator).
  • PresenterPrompt for response generation.
  • Runnable example: grounded-agent-chatbot.

Full Release Notes

## GroundedAgent (two-LLM anti-hallucination pattern)

Adds `GroundedAgent`: a gatherer LLM calls tools and sees the raw results but never speaks; an isolated presenter LLM writes the reply from **only** the curated tool output, so it can't invent values beyond what was fetched. A no-tool turn is answered by the gatherer directly, skipping the presenter.

- `GroundedAgent` / `GroundedAgentOptions`, `ToolOutputCurator` (`DataBlockCurator`, `PerToolCurator`), `PresenterPrompt`
- Docs: Built-in Agents → Grounded Agent
- Runnable example: `examples/grounded-agent-chatbot`

Feature merged in #551.