0.4.4

Changelog

• Reduce the delay of span export from five seconds to one second to avoid orphaned spans during unexpected system exits (not necessarily exceptions but explicit exits from other applications). Expose this configuration parameter as an environment variable
• Fixes #838 @the-praxs
• Fixes #710 @tcdent
• Restores support for Python 3.9 which has not yet reached EOL
• Crew released version 105 which interacts with the legacy public API in a different manner. AgentOps is now integrated as a separate [module] (https://github.com/crewAIInc/crewAI/blob/main/src/crewai/utilities/events/third_party/agentops_listener.py) and we have included support for this refactor here.
• Versions less than 105 were mostly covered by the existing implementation is also supported in this PR.
• Tested with openai-agents to verify span export

Tests

• Implements tests/unit/test_session_legacy.py to verify full backwards compatibility with CrewAI's and other libs
• Removes deprecated failing tests:
  • test_insturmentation.py
  • test_instrumentation_errors.py
  • test_core.py
• Favors test_decorators.py
• Adds an implementation of crew AI testing in test/unit/test_session_legacy.py

0.4.3

What's Changed

• fix-a-lot by @teocns in #830
• replace icons by @areibman in #831
• Better icons by @areibman in #832
• Update pyproject.toml by @areibman in #836

Full Changelog: 0.4.2...0.4.3

0.4.2

fixes compatibility with crewAI.

0.4.1

Remove dotenv, version bump. (#822)

0.4.0

[RELEASE] `v0.4.0`  (#820)

* agentops.start_session: accept **kwargs

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* tests: isolate session fixtures

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* tests: session fixture - introduce kwargs marker

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* session: add auto_start property

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* move default_config from session->config

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* session/state

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* session: dict() and json()

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* session: use slots

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* session: improve fields

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* session: general improvements

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* telemetry/helpers: dict_to_span_attributes

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* cleanup

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* test: add tests for Session serialization and encoding

* session._tracer -> session.telemetry

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* save

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* session: logger improvements, comments

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* Create auto instrumentation features

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* Move session_generator under tests/fixtures/session.py

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* ++context

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* integration tests refactor TOOD move

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* telemetry: -context

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* Move openai instrumentation to third_party/

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* cleanup test_session.py

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* chore(pyproject): add third_party

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* add logging to instrumentation/__init__.py

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* cleanup telemetry/mixin

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* test client instrumentation

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* _singleton.py

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* +exceptions.py

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* +fixtures/config.py

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* cleanup tests/fixtures/event,py

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* cleanup tests/unit/conftest.py

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* test_config.py: -test_invalid_parent_key

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* config: +auto_init

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* cleanup __init__.py

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* client: improvements, auto start, conditional_singleton

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* cleanups

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* config / logger setup improvements

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* save

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* Update instrumentation/README.md

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* instrumentation: use global tracer_provider

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* instrumentation/openai: add copyrights - NOTICE.md, LICENSE

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* tests/unit/test_client.py

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* tests/unit/test_client.py: add session-related tests

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* Added Anthropic Provider

* Added Cohere Provider

* Added Groq Provider

* Added Haystack Provider

* Added Mistralai Provider

* Added Ollama Provider

* Added Crewai Provider

* Added implementation

* Removed third_party

* use `mistralai<1.0.0` for instrumentation

* chore(pyproject.toml): update mistralai version constraint to >=0.2.0,<1.0.0 according to instrumentation/mistralai `_instruments`

* config: explode kwargs, add processor & exporter

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* agentops/telemetry/session: hook up with config params

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* test_client: +exporter, processor args tests

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* config: dict() and json() methods

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* refactor(session): update config serialization method

* tests: isolate reset_instrumentation fixture

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* cleanup tests

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* agentops.init(): add tags to **kwargs, merge with default_tags

* remove parent_key concept

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* config: use slots

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* cleanup tests

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* tests/fixtures/instrumentation: use InMemorySpanExporter

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* refactor(tests): simplify mock client implementation

* Squash merge redesign-client into redesign

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* feat(types): add ISOTimeStamp type annotation

* refactor(session_tracer): update timestamp type annotations

* refactor session+telemetry modules structure

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* refactor(session): rename telemetry to mixin and update code

* session/tracer: refactor and remove concept of nonrecordingspan

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* remove _ession_id fallback

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* merge Session w/ SessionTelemetryMixin

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* add test.py

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* save

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* Squash merge redesign-session-client-remove-signals into redesign-old

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* Client HTTP Module Refactoring and Test Fixes (#714)

Client HTTP Module Refactoring and Test Fixes #714

* tests_http_client: adapt mock call assertions to client redesign

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* session: remove signals

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* remove session complexities

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* Move session tracer init behavior

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* SessionTelemetryMixin._span

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* move client/exporters to session/exporters

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* feat(config): add exporter_endpoint to configuration options

* feat(tracer): update OTLP exporter endpoint configuration

* feat(config): set default exporter endpoint value

* build: update opentelemetry dependencies in pyproject.toml

* test: replace authentication test with OpenAI test

* test_session_config

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* session(config) param

* test

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* BatchSpanProcessor

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* x-alex

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* Update .cursor/rules

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* Improve agentops_config, introduce root tests

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* Consolidate initialization and kwargs passing for AgentOps client (#729)

* Consolidate initialization and kwargs passing for AgentOps client (#721)

- Add support for custom exporters and exporter endpoints in agentops.init()
- Ensure kwargs are correctly passed downstream to Session and its components
- Update SessionTracer to handle custom exporters and endpoints
- Add tests for custom exporter configuration

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* Fix syntax errors in agentops/__init__.py

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* Fix syntax errors and address PR feedback

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* Fix syntax errors and address PR feedback for custom exporter support

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* Add validation for configure() function to prevent silently ignoring misspelled parameters

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* Fix syntax errors in core modules

- Fix import error in client/__init__.py for SessionState
- Fix property decorator error in session/__init__.py
- Fix enum errors in session/state.py with custom StrEnum implementation

Co-Authored-By: Constantin-Doru Teodorescu <teo@agentops.ai>

* feat: add ClassPropertyDescriptor and classproperty function

* Session.current

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* -test_cusotm_exporter.py

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* test: add unit tests for agentops.init function

* save

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* raise NoApiKeyException if no api key

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* agentops.init() to call agentops._client.init()

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* +InvalidApiKeyException

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* config: only raise InvalidApiKey if not TESTING

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* upgrade tests/fixtures/client.py

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* tests/fixtures/config.py: +mock_env, etc | Improve clean Config

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* tests/fixtures/config.py: +marker

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* tests/fixtures/config.py | fix priority order issues

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* test_agentops_init

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---------

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Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Constantin-Doru Teodorescu <teo@agentops.ai>
Co-authored-by: Teo <teocns@gmail.com>

* Add CI python-tests from main

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* AgentOps Decorators Implementation (#747)

* Added semconv for Semantic Conventions for AgentOps-specific span types

* Implement decorators for agent, tool, and general span tracking

* Ensure spans are created as children of the current active span

* Refactor semantic conventions: Remove unused attributes and simplify semconv modules

* Remove unused Status and AgentStatus imports from semconv module

* test agentops.decorators (#748)

* Added semconv for Semantic Conventions for AgentOps-specific span types

* Implement decorators for agent, tool, and general span tracking

* Ensure spans are created as children of the current active span

* Added comprehensive decorators example and expanded decorator tests.

* Refactor semantic conventions: Remove unused attributes and simplify semconv modules

* Remove unused Status and AgentStatus imports from semconv module

* Remove hardcoded API key from comprehensive decorators example

* bye entelligence-ai-pr-reviews

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* Don't override endpoint URL on config init.

* Get tests passing (#750)

* Allow installing `test` and `dev` dependencies.

* Tox config. Preserve AGENTOPS_API_KEY in tests.

* Allow passing args to tox.

* Suppress otel shutdown log messages in testing.

* Make `test_no_api_key_raises_exception` pass.

* Make `test_invalid_api_key` pass.

* Revert "Allow installing `test` and `dev` dependencies."

This reverts commit 154f6d850b252630f29864838a0fd4116758d9f7.

* Add placholder API key (valid UUID) to unit test config.

* Remove tox.

* Revert "Suppress otel shutdown log messages in testing."

This reverts commit 8e0a95076ec5a17edbd1e2b23ee465c13c2ca884.

* feat: Session ending via `__del__` method and `LiveSpanProcessor` class to ensure span export during exits (#742)

* remove cursor rules

* add `inFlightSpanProcessor` to properly export spans

* add use of `InFlightSpanProcessor` to `SessionTracer` class

* add tests

* Simplify Session class by removing setters/getters for status checking

* flush span processor if available

* use thread lock in registry

* remove `force_export` method from processor

* end the span in session

* Integrate session lifecycle and span status tests into test_session.py

* Remove span property usage in favor of direct _span attribute access

* improve tests

* fix context management in multi-threaded scenarios using thread-local storage

* fix comments

* add some more tests

* fix imports

* revert to using `hasattr`

* revert old code

* remove unused code

* remove unused exception

* remove comments

* remove cursor rules

* add `inFlightSpanProcessor` to properly export spans

* add use of `InFlightSpanProcessor` to `SessionTracer` class

* add tests

* Simplify Session class by removing setters/getters for status checking

* flush span processor if available

* use thread lock in registry

* remove `force_export` method from processor

* end the span in session

* Integrate session lifecycle and span status tests into test_session.py

* Remove span property usage in favor of direct _span attribute access

* improve tests

* fix context management in multi-threaded scenarios using thread-local storage

* fix comments

* add some more tests

* fix imports

* revert to using `hasattr`

* revert old code

* remove unused code

* remove unused exception

* remove comments

* remove `hasattr` in `telemetry.py`

* modify to `LiveSpanProcessor`

* Revert "modify to `LiveSpanProcessor`"

This reverts commit 0b80d26befa4b38f8f713ec1424f954d32784414.

* modify to `LiveSpanProcessor`

* forward telemetry calls to mixin

* return none if span not present

* use try-except block for errors

* remove `hasattr` in `session.py`

* add global level module fixture

* rename test file

* Revert "remove cursor rules"

This reverts commit 9515be960f7dbf452a0a62902a6cf9643b17fe4f.

* reset .cursor/rules/testing.mdc

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* force_export -> force_flush

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* tests/unit/test_live_span_processor.py: fix isinstance @ threading.Lock

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---------

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Co-authored-by: Teo <teocns@gmail.com>

* fix minor test warning not passing

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* Redesign session registry mixin (#762)

* SessionRegistryMixin

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* agentops.session.session + SessionRegistryMixin, delegate actions to super [start | end]

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A

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* test_session_registry

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---------

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* Session: migrate telemetry lifecycle into mixin away from session impl

* StateSessionMixin

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* SessionBase: remove abstractmethod from start/end (linter)

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* save

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* SessionStateProperty

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* SessionStatemixin

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* Explicit calls to the super start/end methods is one way to make this clearer. Minor fixes. Tests pass.

* I think explicitly named methods is actually clearer.

* Allow passing arbitrary states to Client; parsing happens upstream.

* Mixin doesn't need to inherit from base class.

* Restore abstract decorators.

* Add docstrings

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* session/README.md

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* proposal

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* todos

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* SDK

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* +decorators, + spans

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* tests/unit/sdk

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* fix: span kind super call

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* Remove LLMSpan

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* Pass all tests

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* New Examples

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New Examples

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* delete irrelevant test file

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* Squash merge tracing-dev-instrumentor into tracing

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* refactoring tests

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* Squash merge tracing-use-ao-spanattrs into tracing

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* add pytest-inline

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* test_instrumentation: use semconv and better evaluation

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* Revert "add pytest-inline" - causes weird deps issue

This reverts commit 6e76e25c588918d479a82f5d9736292855698c2b.

* test_instrumentation_errors: use agentops.semconv

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* Remove legacy session, migrate towards new sdk

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sdk.context decl

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* config.auto_start_session = False

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* simplify config tests

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* remove init tests

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* Merge agentops/instrumentation/__init__.py from commit 191e057adba8e335976fb06b6a97f7a3148da26c

* decorators: correctly make use of session span context

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* test_decorators: +tests for context propagation

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* delete test_integration

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* feat: add authenticated exporter support for tracing core

* Make HttpClient store _project_id

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* agentops.semconv.resource

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* Client init() -> prefetch JWT -> TracingCore.init -> AuthenticatedOTLPExporter

* draft

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* fix decorators context mgmt

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* examples

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* examples 2

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* utils

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* ++ utils

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* + test span utils

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* Rewrite testing rules

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* + testing rule

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* refactor span tests

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* isolate instrumentation

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* reuse instrumentation fixture

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* cleanup span utils

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* Deprecate immediate span processor

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* agent: use semconv

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* test_spans: update semconv

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* cleanup test instrumentation

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* test decorators: move to pytest

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* migrate test_factory to pytest

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* test_core: migrate to pytest

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* test_spanned: migrate to pytest

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* test_spans: migrate to pytest

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* Fix "Overriding of current TracerProvider is not allowed"

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* update basic_usage with agentops.init()

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* TracingCore.initialize_from_config: accept **kwargs

* Have AgentOps' Client() initialize TracingCore

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* Remove grpc client

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* Consolidate auth manager

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* uv.lock

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* cleanup

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* BatchSpanProcessor instead of LiveSpanProcessor

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* Change test.py with agentops.init()

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* Improve exporter authentication method

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* Configure logging in init

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* flowchart

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* fix markdown

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* grouped components better

* semconv

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* Processor: use basic InFlight

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* Spanned: use semconv

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* processor: accept **kwargs

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* DEBUG logging in pytest

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* LiveSpanProcessor to use CoreAttribute

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* Merge spanned into traced

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* update imports

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* finalize readme and tests

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* merge test spanned -> traced

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* convert to pytest

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* Squash merge dev-ctx-attach: Improve decorators context management

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* test auth flow example

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* delete old examples

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* new examples

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* ADD FIXME warning

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* streamline project_id parsing in Client

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* Squash merge dev-no-reauth into dev

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* remove api key param from examples

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* converters: uuid <> int converters

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* trace_id: keep as int, add trace_uuid

Signed-off-by: Teo <teocns@gmail.com>

* spans: +logger.debug

Signed-off-by: Teo <teocns@gmail.com>

* remove import for livespanprocessor

Signed-off-by: Teo <teocns@gmail.com>

* remove test spans/traced

Signed-off-by: Teo <teocns@gmail.com>

* change default exporter endpoint

Signed-off-by: Teo <teocns@gmail.com>

* add load dotenv

Signed-off-by: Teo <teocns@gmail.com>

* Agents SDK (#800)

* Agents SDK

* Update OpenTelemetry instrumentation to use AgentOps semconv

* Added Agents SDK Examples

* update example adding openai trace

Signed-off-by: Teo <teocns@gmail.com>

* opentelemetry: setup metrics

Signed-off-by: Teo <teocns@gmail.com>

* feat(span_kinds): add SESSION span kind to SpanKind class

* ye (#803)

* delete alpha spanning

Signed-off-by: Teo <teocns@gmail.com>

* utility base

Signed-off-by: Teo <teocns@gmail.com>

Base util

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* add decorators

Signed-off-by: Teo <teocns@gmail.com>

* client.__instance

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* Chop down decorators to session, agents, operation

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* Remove old examples

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* examples

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* rename to record

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* simplify decos

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* basic

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* fix imports

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* basic test

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* draft

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* uv lock

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* set current span context to parent

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* Rename AgentOpsSpanKind -> SpanKind

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---------

Signed-off-by: Teo <teocns@gmail.com>

* fix imports

Signed-off-by: Teo <teocns@gmail.com>

* spankinds

Signed-off-by: Teo <teocns@gmail.com>

* Noops for compatibility with older implementations. (#801)

* Cleanup unused functions. (#804)

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* Intercept OTEL log messages and redirect to DEBUG. (#805)

Logging interception for otel messages.

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* CrewAI example. (#806)

* CrewAI example.

* Remove crew dep installation from crew example.

---------

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* Rename `compat`. Delete `end_all_sessions`.  Default log level.  (#808)

* Set default log level. Lower instrumenation log levels. Rename compat to _compat. Remove crew dep installation from crew example.

* Remove unimplemented end_all_sessions.

* Add Streaming support for AgentsInstrumentor and update SpanKind definitions (#810)

* Add AgentsInstrumentor and update SpanKind definitions

* Added support for Agents SDK streaming

* Remove monkey patching of shutdown method from AgentsInstrumentor

* Remove debug print statement from AgentsInstrumentor and clean up initialization code

* Refactor logging in AgentsInstrumentor to use warning level for error messages and remove debug statements. This change enhances log clarity by reducing verbosity and ensuring that important warnings are highlighted.

* Added Examples for OpenAI (#811)

* Added Examples for OpenAI

* Update OpenAI examples to reference 'trace url' instead of 'session url' for tracking runs in AgentOps.

---------

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* Added Examples for CrewAI (#812)

* Added Examples for CrewAI

* Update .gitignore to include .db files and remove obsolete SQLite and binary files from examples/crewai_examples/db directory.

---------

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* Remove instrumentor support for Ollama and Haystack (#814)

* remove haystack support

* Delete groq_examples directory

* removed ollama support

* commands (#813)

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* start_span, end_span commands

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* Move compat to legacy

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* legacy: start/end session

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* commands: move session-related to legacy

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* Move facade to context

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* Client: auto_start_session configured with legacy

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* commands: start_span to implement auto init

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* core: refactor, remove .start_session() methods, improve exceptions

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---------

Signed-off-by: Teo <teocns@gmail.com>

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* Added Examples for Anthropic

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---------

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* fix: checks for `dev` before release (#818)

* remove unnecessary instrumentations

* move `test_auth_flow` to `tests/integraiton`

* remove cursor rules

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* ignore .cursorrules

* remove `autogen` instrumentation

* ruff format code

* ruff format examples

* Added Agents SDK Examples (#819)

* Added Agents Example

* remove init from agents examples

---------

Co-authored-by: Pratyush Shukla <ps4534@nyu.edu>

* clean the scripts to fix ruff formatting

* ruff format

---------

Co-authored-by: Dwij <96073160+Dwij1704@users.noreply.github.com>

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* remove test file

* update version

* update `vcrpy` dep version

* ruff ignore E731

* update `uv.lock`

* fix video rendering

---------

Signed-off-by: Teo <teocns@gmail.com>
Co-authored-by: Teo <teocns@gmail.com>
Co-authored-by: Dwij Patel <dwijpatel1704@gmail.com>
Co-authored-by: teocns <59549574+teocns@users.noreply.github.com>
Co-authored-by: devin-ai-integration[bot] <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Constantin-Doru Teodorescu <teo@agentops.ai>
Co-authored-by: Dwij <96073160+Dwij1704@users.noreply.github.com>
Co-authored-by: Travis Dent <tcdent@gmail.com>

0.3.26

What's Changed

• [Fix] Linting in main by @the-praxs in #660
• [Feat] Improved LangChain Callback Handler by @the-praxs in #659
• Set file logging to false by default by @bhancockio in #661
• Update pyproject.toml by @areibman in #662

New Contributors

• @bhancockio made their first contribution in #661

Full Changelog: 0.3.25...0.3.26

0.3.25

What's Changed

• chore: add packaging dependency to pyproject.toml by @teocns in #654
• Update pyproject.toml by @areibman in #657

Full Changelog: 0.3.24...0.3.25

0.3.24

What's Changed

• Test suite v0.4 by @teocns in #637
• Rename InstrumentedProvider to BaseProvider by @teocns in #645
• Refactored ErrorEvent to inherit from Event class by @teocns in #646
• Remove tach by @teocns in #648
• Remove old tox.ini by @teocns in #649
• Move agentops.enums to their respective module by @teocns in #647
• feat: Add Gemini API integration by @devin-ai-integration in #650
• Bump agentops to 0.3.24 by @the-praxs in #651

Full Changelog: 0.3.23...0.3.24

0.3.23

What's Changed

• Hatchling packaging and UV Release workflow by @teocns in #641

Full Changelog: 0.3.22...0.3.23

0.3.22

What's Changed

• Update multion notebooks references by @emmanuel-ferdman in #567
• lint: pyproject.toml by @teocns in #569
• [FEAT] Integrate xAI by @the-praxs in #563
• fix: standardize icon colors for better visibility by @devin-ai-integration in #574
• Correctly define packages and dependencies by @teocns in #571
• lcIcon by @areibman in #580
• docs: add Camel AI integration documentation by @devin-ai-integration in #573
• [CI] Add a new action to check for stale PRs by @the-praxs in #582
• CamelAI Readme and Example Journal implemented! by @TKTSWalker in #538
• [Fix] Remove author name from stale check CI by @the-praxs in #586
• [Fix] Updated notebooks that publish to examples docs pages by @the-praxs in #585
• GitHub Action - Update examples in docs from notebooks by @github-actions in #587
• fix minor typo (extra paren in code snippet) on OpenAi docs page by @thaddavis in #588
• fix: properly structure completions in Ollama provider by @devin-ai-integration in #589
• docs: add session data export endpoint documentation by @devin-ai-integration in #594
• [FEAT] TaskWeaver Integration by @the-praxs in #541
• Add OpenAI Integration Test (Sync/Async + Streaming) by @devin-ai-integration in #598
• Add docs videos for OpenAI and Anthropic by @thaddavis in #597
• Fix test_host_env to handle different psutil versions by @teocns in #601
• doc: swarmzero integration by @ToJen in #604
• Add integration tests for Anthropic/Cohere/Groq/Litellm/Mistral/AI21 by @devin-ai-integration in #605
• Revert "Add integration tests for Anthropic/Cohere/Groq/Litellm/Mistr… by @teocns in #614
• Replace usage of functools.cached_property with DIY class for backwar… by @teocns in #613
• Drop support for py38 & uv chore upgrade by @teocns in #606
• [Fix] Move LlamaStackClient to llms/providers by @the-praxs in #617
• [Fix] Linting session.py by @the-praxs in #618
• adding Docs Series YouTube video for CrewAI to the relevant docs integration page by @thaddavis in #619
• updating the CrewAI docs series video link to reupload with better audio by @thaddavis in #623
• [Feat] Integrate HugginFace smolagents into docs by @the-praxs in #622
• [Feat] OpenAI Assistants (Beta) Integration by @the-praxs in #609
• GitHub Action - Update examples in docs from notebooks by @github-actions in #624
• Python 3.13 Compatibility & CI Improvements by @teocns in #626
• Update AG2 Reference by @yiranwu0 in #602
• [Fix] Removed unnecessarily changing tuple output to list output by @zli11010 in #608
• style fix by @teocns in #630
• adding video to llama stack page by @thaddavis in #628
• [Fix] autogen action events logging by @the-praxs in #635
• Fix OpenTelemetry dependency conflicts with autogen-core by @teocns in #638
• upgrade version by @areibman in #639

New Contributors

• @emmanuel-ferdman made their first contribution in #567
• @devin-ai-integration made their first contribution in #574
• @ToJen made their first contribution in #604
• @yiranwu0 made their first contribution in #602
• @zli11010 made their first contribution in #608

Full Changelog: 0.3.21...0.3.22