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DocsGPT/application
Alex 534ffc4e5b feat(v1): stateless tool continuation + sampling-param passthrough
- Stateless tool continuation. OpenAI-compatible clients (opencode, etc.)
  resend the full messages array — system, user, assistant(tool_calls),
  tool(results) — but no conversation_id, so the prior
  "conversation_id required for tool continuation" 400 broke every tool call.
  When no conversation_id is present, rebuild the agent + pending tool calls +
  tool results directly from the resent messages
  (StreamProcessor.build_continuation_from_messages) instead of loading
  server-side pending_tool_state, and call gen_continuation.

- Forward OpenAI sampling params (temperature, max_tokens,
  max_completion_tokens, top_p, frequency_penalty, presence_penalty, stop,
  seed) from the request to the LLM gen call; the agent otherwise uses its
  configured defaults.
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