Commit Graph

14 Commits

Author SHA1 Message Date
Kian Jones
9418ab9815 feat: add provider trace backend abstraction for multi-backend telemetry (#8814)
* feat: add provider trace backend abstraction for multi-backend telemetry

Introduces a pluggable backend system for provider traces:
- Base class with async/sync create and read interfaces
- PostgreSQL backend (existing behavior)
- ClickHouse backend (via OTEL instrumentation)
- Socket backend (writes to Unix socket for crouton sidecar)
- Factory for instantiating backends from config

Refactors TelemetryManager to use backends with support for:
- Multi-backend writes (concurrent via asyncio.gather)
- Primary backend for reads (first in config list)
- Graceful error handling per backend

Config: LETTA_TELEMETRY_PROVIDER_TRACE_BACKEND (comma-separated)
Example: "postgres,socket" for dual-write to Postgres and crouton

🐙 Generated with [Letta Code](https://letta.com)

Co-Authored-By: Letta <noreply@letta.com>

* feat: add protocol version to socket backend records

Adds PROTOCOL_VERSION constant to socket backend:
- Included in every telemetry record sent to crouton
- Must match ProtocolVersion in apps/crouton/main.go
- Enables crouton to detect and reject incompatible messages

🐙 Generated with [Letta Code](https://letta.com)

Co-Authored-By: Letta <noreply@letta.com>

* fix: remove organization_id from ProviderTraceCreate calls

The organization_id is now handled via the actor parameter in the
telemetry manager, not through ProviderTraceCreate schema. This fixes
validation errors after changing ProviderTraceCreate to inherit from
BaseProviderTrace which forbids extra fields.

🐙 Generated with [Letta Code](https://letta.com)

Co-Authored-By: Letta <noreply@letta.com>

* consolidate provider trace

* add clickhouse-connect to fix bug on main lmao

* auto generated sdk changes, and deployment details, and clikchouse prefix bug and added fields to runs trace return api

* auto generated sdk changes, and deployment details, and clikchouse prefix bug and added fields to runs trace return api

* consolidate provider trace

* consolidate provider trace bug fix

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Co-authored-by: Letta <noreply@letta.com>
2026-01-19 15:54:43 -08:00
Charles Packer
33d39f4643 fix(core): patch usage data tracking for anthropic when context caching is on (#6997) 2025-12-15 12:03:09 -08:00
Kian Jones
edeac2c679 fix: fix gemini otel bug and add tracing for tool upsert (#6523)
add tracing for tool upsert, and fix gemini otel bug
2025-12-15 12:02:33 -08:00
Kian Jones
a38475f23d fix: safely load span attributes for provider traces (#6508)
json.dumps on request data. Also remove step and actor since they are already present in the span
2025-12-15 12:02:33 -08:00
Kian Jones
5165d60881 feat: add a new span and log the provider request and response data objects (#6492)
add a new span and log the provider request and response data objects
2025-12-15 12:02:33 -08:00
Sarah Wooders
91e3dd8b3e feat: fix new summarizer code and add more tests (#6461) 2025-12-15 12:02:19 -08:00
cthomas
76d1bc8cbc feat: move new streaming adapters into own files (#5001) 2025-10-07 17:50:47 -07:00
Charles Packer
a4041879a4 feat: add new agent loop (squash rebase of OSS PR) (#4815)
* feat: squash rebase of OSS PR

* fix: revert changes that weren't on manual rebase

* fix: caught another one

* fix: disable force

* chore: drop print

* fix: just stage-api && just publish-api

* fix: make agent_type consistently an arg in the client

* fix: patch multi-modal support

* chore: put in todo stub

* fix: disable hardcoding for tests

* fix: patch validate agent sync (#4882)

patch validate agent sync

* fix: strip bad merge diff

* fix: revert unrelated diff

* fix: react_v2 naming -> letta_v1 naming

* fix: strip bad merge

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Co-authored-by: Kevin Lin <klin5061@gmail.com>
2025-10-07 17:50:45 -07:00
Kian Jones
b8e9a80d93 merge this (#4759)
* wait I forgot to comit locally

* cp the entire core directory and then rm the .git subdir
2025-09-17 15:47:40 -07:00
Kian Jones
22f70ca07c chore: officially migrate to submodule (#4502)
* remove apps/core and apps/fern

* fix precommit

* add submodule updates in workflows

* submodule

* remove core tests

* update core revision

* Add submodules: true to all GitHub workflows

- Ensure all workflows can access git submodules
- Add submodules support to deployment, test, and CI workflows
- Fix YAML syntax issues in workflow files

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

* remove core-lint

* upgrade core with latest main of oss

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Co-authored-by: Claude <noreply@anthropic.com>
2025-09-09 12:45:53 -07:00
cthomas
6cb12b7f66 feat: handle streaming for hitl in new agent loop (#4496) 2025-09-09 00:27:44 -07:00
cthomas
a8caf59a73 feat: add agent_step span updates to new agent loop (#4457) 2025-09-06 14:04:01 -07:00
cthomas
f2485daef7 feat: add provider trace persistence in llm adapters (#4442)
* feat: add provider trace persistence in llm adapters

* hook up to new agent loop
2025-09-05 14:28:20 -07:00
cthomas
9ea1eb17ba feat: introduce agent loop v3 (#4435) 2025-09-05 11:12:52 -07:00