a92e868ee6
* feat: centralize telemetry logging at LLM client level Moves telemetry logging from individual adapters to LLMClientBase: - Add TelemetryStreamWrapper for streaming telemetry on stream close - Add request_async_with_telemetry() for non-streaming requests - Add stream_async_with_telemetry() for streaming requests - Add set_telemetry_context() to configure agent_id, run_id, step_id Updates adapters and agents to use new pattern: - LettaLLMAdapter now accepts agent_id/run_id in constructor - Adapters call set_telemetry_context() before LLM requests - Removes duplicate telemetry logging from adapters - Enriches traces with agent_id, run_id, call_type metadata 🐙 Generated with [Letta Code](https://letta.com) Co-Authored-By: Letta <noreply@letta.com> * fix: accumulate streaming response content for telemetry TelemetryStreamWrapper now extracts actual response data from chunks: - Content text (concatenated from deltas) - Tool calls (id, name, arguments) - Model name, finish reason, usage stats 🐙 Generated with [Letta Code](https://letta.com) Co-Authored-By: Letta <noreply@letta.com> * refactor: move streaming telemetry to caller (option 3) - Remove TelemetryStreamWrapper class - Add log_provider_trace_async() helper to LLMClientBase - stream_async_with_telemetry() now just returns raw stream - Callers log telemetry after processing with rich interface data Updated callers: - summarizer.py: logs content + usage after stream processing - letta_agent.py: logs tool_call, reasoning, model, usage 🐙 Generated with [Letta Code](https://letta.com) Co-Authored-By: Letta <noreply@letta.com> * fix: pass agent_id and run_id to parent adapter class LettaLLMStreamAdapter was not passing agent_id/run_id to parent, causing "unexpected keyword argument" errors. 🐙 Generated with [Letta Code](https://letta.com) Co-Authored-By: Letta <noreply@letta.com> --------- Co-authored-by: Letta <noreply@letta.com>
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16 KiB