diff --git a/.agents/skills/sdk-integrations/SKILL.md b/.agents/skills/sdk-integrations/SKILL.md
index 67b62a6f..8dc34fcb 100644
--- a/.agents/skills/sdk-integrations/SKILL.md
+++ b/.agents/skills/sdk-integrations/SKILL.md
@@ -16,8 +16,9 @@ Before editing:
 1. Read the shared integration primitives.
 2. Read the target provider package.
 3. Pick the nearest existing integration as a reference.
-4. Decide the span shape before writing patchers.
-5. Run the narrowest provider nox session first.
+4. Confirm provider versions and nox sessions from source files, not memory.
+5. Decide the span shape before writing patchers.
+6. Run the narrowest provider nox session first.
 
 Do not design a new integration shape from scratch if an existing provider already matches the problem.
 
@@ -29,6 +30,7 @@ Always read:
 - `py/src/braintrust/integrations/versioning.py`
 - `py/src/braintrust/integrations/__init__.py`
 - `py/src/braintrust/integrations/utils.py`
+- `py/pyproject.toml` for provider matrix pins and cassette directory mappings
 - `py/noxfile.py`
 
 Read these when working on an existing integration:
@@ -51,6 +53,25 @@ Read these when relevant:
 
 Do not forget `auto.py` and `auto_test_scripts/`. Import-order and subprocess regressions often only show up there.
 
+## Version And CI Routing
+
+Do not guess which provider versions or sessions apply.
+
+Use these files as the routing chain:
+
+- `py/pyproject.toml` `[tool.braintrust.matrix]`: supported provider versions and what `latest` resolves to
+- `py/pyproject.toml` `[tool.braintrust.cassette-dirs]`: versioned cassette directory ownership
+- `py/src/braintrust/integrations/versioning.py`: supported version helpers and gates
+- `py/noxfile.py`: actual session names, package installation, and `BRAINTRUST_TEST_PACKAGE_VERSION`
+- `.github/workflows/checks.yaml`: CI matrix and which sessions run in shards or static checks
+
+When changing version-gated behavior:
+
+1. Identify every matrix version for the provider.
+2. Check whether the integration has `min_version`, `max_version`, `superseded_by`, or feature-detection branches.
+3. Test the narrowest affected version first.
+4. Add or update cassettes only for versions whose observable provider behavior intentionally changed.
+
 ## Pick A Reference
 
 Start from the nearest current integration:
@@ -121,6 +142,16 @@ Do not start by wiring wrappers and only later decide what the span should conta
 3. Add the integration import near the other integration imports.
 4. Add or update the relevant subprocess auto-instrument test.
 
+### Setup, manual wrapping, and auto-instrument
+
+Treat these as distinct entry points:
+
+- `setup_<provider>()`: explicit package-level patching
+- public `wrap_*()` helpers: manual wrapping of a provided class, function, or client
+- `auto_instrument()`: import-order-sensitive discovery and setup
+
+When changing one entry point, check whether the other two should keep equivalent span behavior. If `auto_instrument()` changes or could be affected by import timing, validate it with a subprocess test instead of only calling the integration in-process.
+
 ## Package Layout Rules
 
 Keep provider-specific behavior in `py/src/braintrust/integrations/<provider>/`.
@@ -171,15 +202,25 @@ Use this rubric:
 - `metrics`: timing and numeric accounting such as token counts or elapsed time
 - `error`: exceptions or failure information
 
+Avoid double-counting token metrics:
+
+- the integration that directly owns the model/provider API response should own token accounting
+- orchestration/framework integrations should usually not log token metrics when underlying provider integrations can create leaf spans with usage metrics
+- do not add fragile provider-specific ownership checks such as "if OpenAI is patched, skip metrics"; prefer a clear span ownership rule instead
+
 Good span shaping usually means:
 
 - flatten positional arguments into named fields
-- normalize provider SDK objects into dicts, lists, or scalars
+- normalize provider SDK objects into dicts, lists, or scalars when that improves readability
 - drop duplicate or noisy transport fields
 - aggregate streaming chunks into one final `output` plus stream-specific `metrics`
 
+Do not over-serialize in integration code. Braintrust handles serialization when sending/logging spans, so integration tracing helpers usually only need to shape readable Python dicts/lists/scalars and materialize attachments where appropriate. Avoid unnecessary JSON dumps/loads, recursive conversion, or stringification just to make values serializable.
+
 Keep wrapper bodies thin: prepare traced input, open the span, call the provider, normalize the result, and log `output`/`metadata`/`metrics`.
 
+Braintrust span logging methods are boundary-safe and should not throw during normal integration use. Do not wrap `span.log(...)`, `span.set_attributes(...)`, or similar Braintrust span methods in broad `try`/`except` blocks. Only catch exceptions around provider calls or around integration-owned conversion code when there is a specific expected failure mode and a clear fallback.
+
 Prefer provider-local helpers in `tracing.py`, for example:
 
 ```python
@@ -321,4 +362,8 @@ Avoid these failures:
 - re-recording cassettes when behavior did not intentionally change
 - adding a custom `_instrument_*` helper where `_instrument_integration()` already fits
 - forgetting `target_module` for deep or optional patch targets
+- double-counting token metrics in both orchestration/framework spans and provider leaf spans
+- adding provider-specific token ownership detection instead of defining clear metric ownership for the integration
+- doing excessive serialization/stringification in tracing code even though Braintrust serializes span payloads at send/log time
+- wrapping Braintrust span logging methods in broad `try`/`except` blocks even though those methods are designed not to throw
 - forcing non-image attachments through `image_url` shims, dropping unrecognized file inputs, or re-serializing non-attachment values while materializing payloads
diff --git a/.agents/skills/sdk-integrations/agents/openai.yaml b/.agents/skills/sdk-integrations/agents/openai.yaml
new file mode 100644
index 00000000..dcb60218
--- /dev/null
+++ b/.agents/skills/sdk-integrations/agents/openai.yaml
@@ -0,0 +1,4 @@
+interface:
+  display_name: "SDK Integrations"
+  short_description: "Build Braintrust SDK integrations"
+  default_prompt: "Use $sdk-integrations to add or update a Braintrust Python SDK provider integration."
diff --git a/README.md b/README.md
index 75deb673..49bf0247 100644
--- a/README.md
+++ b/README.md
@@ -62,6 +62,7 @@ BRAINTRUST_API_KEY=<YOUR_API_KEY> braintrust eval tutorial_eval.py
 | [Google ADK](py/src/braintrust/integrations/adk/) | Yes | `google-adk>=1.14.1` |
 | [Pydantic AI](py/src/braintrust/integrations/pydantic_ai/) | Yes | `pydantic_ai>=1.10.0` |
 | [LangChain](py/src/braintrust/integrations/langchain/) | Yes | `langchain-core>=0.3.28` |
+| [LlamaIndex](py/src/braintrust/integrations/llamaindex/) | Yes | `llama-index-core>=0.13.0` |
 | [DSPy](py/src/braintrust/integrations/dspy/) | Yes | `dspy>=2.6.0` |
 | [OpenAI Agents](py/src/braintrust/integrations/openai_agents/) | Yes | `openai-agents>=0.0.19` |
 | [Claude Agent SDK](py/src/braintrust/integrations/claude_agent_sdk/) | Yes | `claude_agent_sdk>=0.1.10` |
diff --git a/py/noxfile.py b/py/noxfile.py
index cdebfb78..f08d3153 100644
--- a/py/noxfile.py
+++ b/py/noxfile.py
@@ -397,6 +397,21 @@ def test_langchain(session, version):
     _run_tests(session, f"{INTEGRATION_DIR}/langchain/test_anthropic.py", version=version)
 
 
+LLAMAINDEX_VERSIONS = _get_matrix_versions("llama-index-core")
+
+
+@nox.session()
+@nox.parametrize("version", LLAMAINDEX_VERSIONS, ids=LLAMAINDEX_VERSIONS)
+def test_llamaindex(session, version):
+    _install_test_deps(session)
+    _install_group_locked(session, "test-llamaindex")
+    _install_matrix_dep(session, "llama-index-core", version)
+    # These packages are tightly version-coupled to llama-index-core, so we
+    # install them unpinned and let pip resolve compatible versions.
+    session.install("llama-index-llms-openai", "llama-index-embeddings-openai", silent=SILENT_INSTALLS)
+    _run_tests(session, f"{INTEGRATION_DIR}/llamaindex/test_llamaindex.py", version=version)
+
+
 OPENROUTER_VERSIONS = _get_matrix_versions("openrouter")
 
 
diff --git a/py/pyproject.toml b/py/pyproject.toml
index c202ec95..29ea13f1 100644
--- a/py/pyproject.toml
+++ b/py/pyproject.toml
@@ -157,6 +157,10 @@ test-crewai = [
     "litellm==1.83.10",
 ]
 
+test-llamaindex = [
+    {include-group = "test"},
+]
+
 test-cli = [
     {include-group = "test"},
     "httpx==0.28.1",
@@ -208,6 +212,9 @@ lint = [
     "langchain-core",
     "langchain-openai",
     "langchain-anthropic",
+    "llama-index-core",
+    "llama-index-llms-openai",
+    "llama-index-embeddings-openai",
 ]
 
 # -- Build deps ----------------------------------------------------------------
@@ -351,6 +358,10 @@ latest = "google-adk==1.31.1"
 latest = "langchain-core==1.3.1"
 "0.3.28" = "langchain-core==0.3.28"
 
+[tool.braintrust.matrix.llama-index-core]
+latest = "llama-index-core==0.14.21"
+"0.13.0" = "llama-index-core==0.13.0"
+
 [tool.braintrust.matrix.openrouter]
 latest = "openrouter==0.9.1"
 "0.6.0" = "openrouter==0.6.0"
@@ -401,6 +412,7 @@ dspy = ["dspy"]
 google_genai = ["google-genai"]
 langchain = ["langchain-core"]
 litellm = ["litellm"]
+llamaindex = ["llama-index-core"]
 mistral = ["mistralai"]
 openai = ["openai"]
 openai_agents = ["openai-agents"]
diff --git a/py/src/braintrust/auto.py b/py/src/braintrust/auto.py
index 4929f133..117afeac 100644
--- a/py/src/braintrust/auto.py
+++ b/py/src/braintrust/auto.py
@@ -20,6 +20,7 @@
     GoogleGenAIIntegration,
     LangChainIntegration,
     LiteLLMIntegration,
+    LlamaIndexIntegration,
     MistralIntegration,
     OpenAIAgentsIntegration,
     OpenAIIntegration,
@@ -61,6 +62,7 @@ def auto_instrument(
     dspy: bool = True,
     adk: bool = True,
     langchain: bool = True,
+    llamaindex: bool = True,
     openai_agents: bool = True,
     cohere: bool = True,
     autogen: bool = True,
@@ -90,6 +92,7 @@ def auto_instrument(
         dspy: Enable DSPy instrumentation (default: True)
         adk: Enable Google ADK instrumentation (default: True)
         langchain: Enable LangChain instrumentation (default: True)
+        llamaindex: Enable LlamaIndex instrumentation (default: True)
         openai_agents: Enable OpenAI Agents SDK instrumentation (default: True)
         cohere: Enable Cohere instrumentation (default: True)
         autogen: Enable AutoGen instrumentation (default: True)
@@ -168,6 +171,8 @@ def auto_instrument(
         results["adk"] = _instrument_integration(ADKIntegration)
     if langchain:
         results["langchain"] = _instrument_integration(LangChainIntegration)
+    if llamaindex:
+        results["llamaindex"] = _instrument_integration(LlamaIndexIntegration)
     if openai_agents:
         results["openai_agents"] = _instrument_integration(OpenAIAgentsIntegration)
     if cohere:
diff --git a/py/src/braintrust/integrations/__init__.py b/py/src/braintrust/integrations/__init__.py
index 6ea53305..417dd09d 100644
--- a/py/src/braintrust/integrations/__init__.py
+++ b/py/src/braintrust/integrations/__init__.py
@@ -10,6 +10,7 @@
 from .google_genai import GoogleGenAIIntegration
 from .langchain import LangChainIntegration
 from .litellm import LiteLLMIntegration
+from .llamaindex import LlamaIndexIntegration
 from .mistral import MistralIntegration
 from .openai import OpenAIIntegration
 from .openai_agents import OpenAIAgentsIntegration
@@ -31,6 +32,7 @@
     "GoogleGenAIIntegration",
     "LiteLLMIntegration",
     "LangChainIntegration",
+    "LlamaIndexIntegration",
     "MistralIntegration",
     "OpenAIIntegration",
     "OpenAIAgentsIntegration",
diff --git a/py/src/braintrust/integrations/llamaindex/__init__.py b/py/src/braintrust/integrations/llamaindex/__init__.py
new file mode 100644
index 00000000..be68ffd7
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/__init__.py
@@ -0,0 +1,44 @@
+"""Braintrust integration for LlamaIndex."""
+
+from braintrust.logger import NOOP_SPAN, current_span, init_logger
+
+from .integration import LlamaIndexIntegration
+
+
+_IMPORT_ERROR: ImportError | None = None
+try:
+    from .tracing import BraintrustSpanHandler as _BraintrustSpanHandler
+except ImportError as exc:
+    _IMPORT_ERROR = exc
+    _BraintrustSpanHandler = None
+
+
+if _BraintrustSpanHandler is None:
+
+    class BraintrustSpanHandler:  # type: ignore[no-redef]
+        def __init__(self, *args, **kwargs):
+            message = "llama-index-core is required for braintrust.integrations.llamaindex"
+            if _IMPORT_ERROR is not None:
+                raise ImportError(message) from _IMPORT_ERROR
+            raise ImportError(message)
+
+else:
+    BraintrustSpanHandler = _BraintrustSpanHandler
+
+
+__all__ = [
+    "BraintrustSpanHandler",
+    "LlamaIndexIntegration",
+    "setup_llamaindex",
+]
+
+
+def setup_llamaindex(
+    api_key: str | None = None,
+    project_id: str | None = None,
+    project_name: str | None = None,
+) -> bool:
+    if current_span() == NOOP_SPAN:
+        init_logger(project=project_name, api_key=api_key, project_id=project_id)
+
+    return LlamaIndexIntegration.setup()
diff --git a/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_async_llm_chat.yaml b/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_async_llm_chat.yaml
new file mode 100644
index 00000000..3d4133fb
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_async_llm_chat.yaml
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diff --git a/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_async_llm_complete.yaml b/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_async_llm_complete.yaml
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index 00000000..7d422722
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diff --git a/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_embedding.yaml b/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_embedding.yaml
new file mode 100644
index 00000000..db47e3b4
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+++ b/py/src/braintrust/integrations/llamaindex/cassettes/0.13.0/test_embedding.yaml
@@ -0,0 +1,98 @@
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diff --git a/py/src/braintrust/integrations/llamaindex/integration.py b/py/src/braintrust/integrations/llamaindex/integration.py
new file mode 100644
index 00000000..62371b20
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/integration.py
@@ -0,0 +1,20 @@
+"""LlamaIndex integration definition."""
+
+from braintrust.integrations.base import BaseIntegration
+
+from .patchers import DispatcherHandlerPatcher
+
+
+class LlamaIndexIntegration(BaseIntegration):
+    """Braintrust instrumentation for LlamaIndex via dispatcher handlers.
+
+    Registers a BraintrustSpanHandler and BraintrustEventHandler on
+    LlamaIndex's root dispatcher to automatically trace all instrumented
+    operations: LLM calls, query engines, retrievers, synthesizers,
+    agents, embeddings, and more.
+    """
+
+    name = "llamaindex"
+    import_names = ("llama_index.core",)
+    min_version = "0.13.0"
+    patchers = (DispatcherHandlerPatcher,)
diff --git a/py/src/braintrust/integrations/llamaindex/patchers.py b/py/src/braintrust/integrations/llamaindex/patchers.py
new file mode 100644
index 00000000..ed313926
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/patchers.py
@@ -0,0 +1,40 @@
+"""LlamaIndex patchers."""
+
+from braintrust.integrations.base import CallbackPatcher
+
+
+try:
+    from .tracing import BraintrustSpanHandler
+except ImportError:
+    BraintrustSpanHandler = None
+
+
+def _has_braintrust_handlers() -> bool:
+    if BraintrustSpanHandler is None:
+        return False
+
+    from llama_index.core.instrumentation import get_dispatcher
+
+    dispatcher = get_dispatcher()
+    return any(isinstance(h, BraintrustSpanHandler) for h in dispatcher.span_handlers)
+
+
+def _register_braintrust_handlers() -> None:
+    if BraintrustSpanHandler is None:
+        raise ImportError("llama-index-core is not installed")
+
+    from llama_index.core.instrumentation import get_dispatcher
+
+    dispatcher = get_dispatcher()
+
+    if any(isinstance(h, BraintrustSpanHandler) for h in dispatcher.span_handlers):
+        return
+
+    dispatcher.add_span_handler(BraintrustSpanHandler())
+
+
+class DispatcherHandlerPatcher(CallbackPatcher):
+    name = "llamaindex.dispatcher_handler"
+    target_module = "llama_index.core.instrumentation"
+    callback = _register_braintrust_handlers
+    state_getter = _has_braintrust_handlers
diff --git a/py/src/braintrust/integrations/llamaindex/test_llamaindex.py b/py/src/braintrust/integrations/llamaindex/test_llamaindex.py
new file mode 100644
index 00000000..315a8ce0
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/test_llamaindex.py
@@ -0,0 +1,314 @@
+"""Tests for the LlamaIndex integration."""
+
+import pytest
+from braintrust import logger
+from braintrust.integrations.llamaindex import BraintrustSpanHandler, LlamaIndexIntegration
+from braintrust.test_helpers import init_test_logger
+
+
+PROJECT_NAME = "llamaindex-py"
+
+
+def _find_spans_by_attributes(spans, **attributes):
+    result = []
+    for span in spans:
+        span_attrs = span.get("span_attributes") or {}
+        if all(span_attrs.get(k) == v for k, v in attributes.items()):
+            result.append(span)
+    return result
+
+
+@pytest.fixture
+def logger_memory_logger():
+    test_logger = init_test_logger(PROJECT_NAME)
+    with logger._internal_with_memory_background_logger() as bgl:
+        yield (test_logger, bgl)
+
+
+@pytest.fixture(autouse=True)
+def setup_and_cleanup():
+    from llama_index.core.instrumentation import get_dispatcher
+
+    LlamaIndexIntegration.setup()
+    yield
+
+    dispatcher = get_dispatcher()
+    dispatcher.span_handlers = [h for h in dispatcher.span_handlers if not isinstance(h, BraintrustSpanHandler)]
+
+
+def test_integration_setup():
+    from llama_index.core.instrumentation import get_dispatcher
+
+    dispatcher = get_dispatcher()
+    handler_types = [type(h).__name__ for h in dispatcher.span_handlers]
+    assert "BraintrustSpanHandler" in handler_types
+
+
+def test_integration_idempotent():
+    from llama_index.core.instrumentation import get_dispatcher
+
+    LlamaIndexIntegration.setup()
+    LlamaIndexIntegration.setup()
+
+    dispatcher = get_dispatcher()
+    bt_handlers = [h for h in dispatcher.span_handlers if isinstance(h, BraintrustSpanHandler)]
+    assert len(bt_handlers) == 1
+
+
+def test_auto_instrument_includes_llamaindex():
+    from braintrust.auto import auto_instrument
+
+    result = auto_instrument()
+    assert "llamaindex" in result
+    assert result["llamaindex"] is True
+
+
+@pytest.mark.asyncio
+async def test_streaming_outputs_are_not_stringified():
+    from braintrust.integrations.llamaindex.tracing import _extract_response_output
+
+    def stream():
+        yield "chunk"
+
+    async def async_stream():
+        yield "chunk"
+
+    async_gen = async_stream()
+    try:
+        assert _extract_response_output(stream()) is None
+        assert _extract_response_output(async_gen) is None
+    finally:
+        await async_gen.aclose()
+
+
+@pytest.mark.asyncio
+async def test_coroutine_outputs_are_not_stringified():
+    from braintrust.integrations.llamaindex.tracing import _extract_response_output
+
+    async def coroutine():
+        return "result"
+
+    coro = coroutine()
+    try:
+        assert _extract_response_output(coro) is None
+    finally:
+        getattr(coro, "close")()
+
+
+@pytest.mark.vcr
+def test_llm_complete(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.llms.openai import OpenAI
+
+    llm = OpenAI(model="gpt-4o-mini", temperature=0)
+
+    with test_logger.start_span(name="test-complete"):
+        llm.complete("What is 2+2? Answer with just the number.")
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    llm_spans = _find_spans_by_attributes(spans, type="llm")
+    assert len(llm_spans) >= 1
+
+    llm_span = llm_spans[0]
+    assert llm_span["span_attributes"]["name"] == "OpenAI"
+    assert llm_span["input"] is not None
+    assert llm_span["output"] is not None
+    assert llm_span["metadata"]["class"] == "OpenAI"
+    assert llm_span["metadata"]["model"] == "gpt-4o-mini"
+
+
+@pytest.mark.vcr
+def test_llm_chat(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.core.base.llms.types import ChatMessage, MessageRole
+    from llama_index.llms.openai import OpenAI
+
+    llm = OpenAI(model="gpt-4o-mini", temperature=0)
+    messages = [
+        ChatMessage(role=MessageRole.SYSTEM, content="You are a helpful assistant."),
+        ChatMessage(role=MessageRole.USER, content="What is the capital of France?"),
+    ]
+
+    with test_logger.start_span(name="test-chat"):
+        llm.chat(messages)
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    llm_spans = _find_spans_by_attributes(spans, type="llm")
+    assert len(llm_spans) >= 1
+
+    llm_span = llm_spans[0]
+    assert llm_span["input"] is not None
+    assert llm_span["output"] is not None
+    assert isinstance(llm_span["output"], dict)
+    assert "content" in llm_span["output"] or "role" in llm_span["output"]
+
+
+def test_document_processing(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.core import Document
+    from llama_index.core.node_parser import SentenceSplitter
+
+    docs = [
+        Document(text="Paris is the capital of France. The Eiffel Tower is in Paris."),
+        Document(text="Berlin is the capital of Germany. The Brandenburg Gate is in Berlin."),
+    ]
+
+    splitter = SentenceSplitter(chunk_size=64, chunk_overlap=10)
+
+    with test_logger.start_span(name="test-docproc"):
+        splitter.get_nodes_from_documents(docs)
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    func_spans = _find_spans_by_attributes(spans, type="function")
+    assert len(func_spans) >= 1
+    assert "SentenceSplitter" in func_spans[0]["span_attributes"]["name"]
+
+
+@pytest.mark.vcr
+def test_embedding(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.embeddings.openai import OpenAIEmbedding
+
+    embed_model = OpenAIEmbedding(model="text-embedding-3-small")
+
+    with test_logger.start_span(name="test-embedding"):
+        embed_model.get_text_embedding("Hello world")
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    func_spans = _find_spans_by_attributes(spans, type="function")
+    assert len(func_spans) >= 1
+    assert "OpenAIEmbedding" in func_spans[0]["span_attributes"]["name"]
+
+
+@pytest.mark.vcr
+def test_query_engine(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.core import Document, VectorStoreIndex
+    from llama_index.embeddings.openai import OpenAIEmbedding
+    from llama_index.llms.openai import OpenAI
+
+    docs = [
+        Document(text="The capital of France is Paris. Paris has a population of 2.1 million."),
+        Document(text="The Eiffel Tower is located in Paris, France. It was built in 1889."),
+    ]
+
+    embed_model = OpenAIEmbedding(model="text-embedding-3-small")
+    llm = OpenAI(model="gpt-4o-mini", temperature=0)
+
+    with test_logger.start_span(name="test-query-engine"):
+        index = VectorStoreIndex.from_documents(docs, embed_model=embed_model)
+        query_engine = index.as_query_engine(llm=llm)
+        query_engine.query("What is the capital of France?")
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 4
+
+    span_types = {s.get("span_attributes", {}).get("type") for s in spans}
+    assert "task" in span_types
+    assert "llm" in span_types or "function" in span_types
+
+
+def test_span_hierarchy(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.core import Document
+    from llama_index.core.node_parser import SentenceSplitter
+
+    docs = [Document(text="Hello world. This is a test document with some content.")]
+    splitter = SentenceSplitter(chunk_size=256, chunk_overlap=10)
+
+    with test_logger.start_span(name="test-hierarchy"):
+        splitter.get_nodes_from_documents(docs)
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    root_span_id = spans[0]["root_span_id"]
+    for span in spans:
+        assert span["root_span_id"] == root_span_id
+
+
+@pytest.mark.vcr
+def test_llm_error_handling(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.llms.openai import OpenAI
+
+    llm = OpenAI(model="gpt-4o-mini", api_key="sk-invalid-key")
+
+    with test_logger.start_span(name="test-error"):
+        try:
+            llm.complete("Hello")
+        except Exception:
+            pass
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    llm_spans = _find_spans_by_attributes(spans, type="llm")
+    assert len(llm_spans) >= 1
+    assert llm_spans[0].get("error") is not None
+
+
+@pytest.mark.vcr
+@pytest.mark.asyncio
+async def test_async_llm_complete(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.llms.openai import OpenAI
+
+    llm = OpenAI(model="gpt-4o-mini", temperature=0)
+
+    with test_logger.start_span(name="test-async-complete"):
+        await llm.acomplete("What is 2+2? Answer with just the number.")
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    llm_spans = _find_spans_by_attributes(spans, type="llm")
+    assert len(llm_spans) >= 1
+
+
+@pytest.mark.vcr
+@pytest.mark.asyncio
+async def test_async_llm_chat(logger_memory_logger):
+    test_logger, memory_logger = logger_memory_logger
+    assert not memory_logger.pop()
+
+    from llama_index.core.base.llms.types import ChatMessage, MessageRole
+    from llama_index.llms.openai import OpenAI
+
+    llm = OpenAI(model="gpt-4o-mini", temperature=0)
+    messages = [
+        ChatMessage(role=MessageRole.USER, content="Say hello"),
+    ]
+
+    with test_logger.start_span(name="test-async-chat"):
+        await llm.achat(messages)
+
+    spans = memory_logger.pop()
+    assert len(spans) >= 2
+
+    llm_spans = _find_spans_by_attributes(spans, type="llm")
+    assert len(llm_spans) >= 1
diff --git a/py/src/braintrust/integrations/llamaindex/tracing.py b/py/src/braintrust/integrations/llamaindex/tracing.py
new file mode 100644
index 00000000..ee2a6542
--- /dev/null
+++ b/py/src/braintrust/integrations/llamaindex/tracing.py
@@ -0,0 +1,262 @@
+"""Braintrust span handler for LlamaIndex instrumentation."""
+
+import inspect
+import time
+from typing import Any
+
+from braintrust.logger import NOOP_SPAN, Span, current_span, start_span
+from braintrust.span_types import SpanTypeAttribute
+
+
+def _extract_block_content(message: Any) -> str | None:
+    if not hasattr(message, "blocks"):
+        return None
+    text_parts = [block.text for block in message.blocks if hasattr(block, "text") and block.text]
+    if text_parts:
+        return "\n".join(text_parts)
+    return None
+
+
+def _extract_message_content(message: Any) -> Any:
+    content = getattr(message, "content", None)
+    if content:
+        return content
+    return _extract_block_content(message)
+
+
+def _extract_messages(messages: Any) -> list[dict[str, Any]] | None:
+    if not messages:
+        return None
+    result = []
+    for msg in messages:
+        entry: dict[str, Any] = {}
+        if hasattr(msg, "role"):
+            entry["role"] = str(msg.role.value) if hasattr(msg.role, "value") else str(msg.role)
+        content = _extract_message_content(msg)
+        if content is not None:
+            entry["content"] = content
+        result.append(entry)
+    return result
+
+
+def _extract_response_output(result: Any) -> Any:
+    if result is None:
+        return None
+    # Streaming/coroutine responses are consumed outside this span handler.
+    # Do not log unstable object reprs such as "<generator object ...>".
+    if inspect.isgenerator(result) or inspect.isasyncgen(result) or inspect.iscoroutine(result):
+        return None
+    # ChatResponse
+    if hasattr(result, "message") and hasattr(result, "raw"):
+        msg = result.message
+        if not msg:
+            return None
+        output: dict[str, Any] = {}
+        output["role"] = str(msg.role.value) if hasattr(msg.role, "value") else str(msg.role)
+        content = _extract_message_content(msg)
+        if content is not None:
+            output["content"] = content
+        return output
+    # CompletionResponse
+    if hasattr(result, "text") and hasattr(result, "raw"):
+        return {"text": result.text}
+    # Query response
+    if hasattr(result, "response") and hasattr(result, "source_nodes"):
+        output = {"response": result.response}
+        if result.source_nodes:
+            output["source_nodes"] = _extract_nodes(result.source_nodes)
+        return output
+    # List of NodeWithScore
+    if isinstance(result, list) and result and hasattr(result[0], "node"):
+        return _extract_nodes(result)
+    if isinstance(result, str):
+        return result
+    return str(result)
+
+
+def _extract_nodes(nodes: list[Any]) -> list[dict[str, Any]]:
+    result = []
+    for nws in nodes:
+        entry: dict[str, Any] = {}
+        if hasattr(nws, "score") and nws.score is not None:
+            entry["score"] = nws.score
+        node = nws.node if hasattr(nws, "node") else nws
+        if hasattr(node, "text"):
+            entry["text"] = node.text
+        if hasattr(node, "id_"):
+            entry["node_id"] = node.id_
+        if hasattr(node, "metadata") and node.metadata:
+            entry["metadata"] = node.metadata
+        result.append(entry)
+    return result
+
+
+def _classify_instance(instance: Any) -> tuple[SpanTypeAttribute, str]:
+    if instance is None:
+        return SpanTypeAttribute.TASK, "llamaindex"
+
+    cls_name = type(instance).__name__
+    mro_names = {c.__name__ for c in type(instance).__mro__}
+
+    if "BaseLLM" in mro_names or "LLM" in mro_names:
+        return SpanTypeAttribute.LLM, cls_name
+
+    if "BaseTool" in mro_names or "FunctionTool" in mro_names:
+        return SpanTypeAttribute.TOOL, getattr(instance, "name", None) or cls_name
+
+    if any(name in mro_names for name in ("BaseQueryEngine", "BaseAgent", "AgentRunner", "Workflow")):
+        return SpanTypeAttribute.TASK, cls_name
+
+    return SpanTypeAttribute.FUNCTION, cls_name
+
+
+def _extract_input(bound_args: "inspect.BoundArguments") -> Any:
+    args = {k: v for k, v in bound_args.arguments.items() if k != "self"}
+
+    if "messages" in args:
+        return _extract_messages(args["messages"])
+
+    for key in ("str_or_query_bundle", "query_str", "query", "prompt"):
+        if key in args:
+            val = args[key]
+            return val.query_str if hasattr(val, "query_str") else val
+
+    if "nodes" in args and args["nodes"]:
+        return _extract_nodes(args["nodes"])
+
+    if len(args) == 1:
+        return next(iter(args.values()))
+
+    return None
+
+
+class _SpanRecord:
+    __slots__ = ("bt_span", "start_time")
+
+    def __init__(self, bt_span: Span, start_time: float):
+        self.bt_span = bt_span
+        self.start_time = start_time
+
+
+try:
+    from llama_index.core.instrumentation.span import BaseSpan
+    from llama_index_instrumentation.span_handlers.base import BaseSpanHandler
+
+    class BraintrustSpanHandler(BaseSpanHandler["BaseSpan"]):
+        _bt_spans: dict[str, _SpanRecord] = {}
+
+        def model_post_init(self, __context: Any) -> None:
+            super().model_post_init(__context)
+            self._bt_spans = {}
+
+        @classmethod
+        def class_name(cls) -> str:
+            return "BraintrustSpanHandler"
+
+        def _find_parent_bt_span(self, parent_span_id: str | None) -> Span | None:
+            if parent_span_id is None:
+                cs = current_span()
+                return cs if cs != NOOP_SPAN else None
+
+            span_id = parent_span_id
+            while span_id:
+                record = self._bt_spans.get(span_id)
+                if record is not None:
+                    return record.bt_span
+
+                parent_span = self.open_spans.get(span_id)
+                if parent_span is None:
+                    return None
+                span_id = parent_span.parent_id
+
+            return None
+
+        def new_span(
+            self,
+            id_: str,
+            bound_args: "inspect.BoundArguments",
+            instance: Any | None = None,
+            parent_span_id: str | None = None,
+            tags: dict[str, Any] | None = None,
+            **kwargs: Any,
+        ) -> BaseSpan | None:
+            start_time = time.time()
+            span_type, span_name = _classify_instance(instance)
+            input_data = _extract_input(bound_args)
+
+            metadata: dict[str, Any] = {}
+            if instance is not None:
+                metadata["class"] = type(instance).__name__
+                for attr in ("model", "model_name", "temperature", "max_tokens"):
+                    val = getattr(instance, attr, None)
+                    if val is not None:
+                        metadata[attr] = val
+
+            parent_bt_span = self._find_parent_bt_span(parent_span_id)
+
+            event: dict[str, Any] = {}
+            if metadata:
+                event["metadata"] = metadata
+            if input_data is not None:
+                event["input"] = input_data
+
+            if parent_bt_span is not None:
+                bt_span = parent_bt_span.start_span(name=span_name, type=span_type, start_time=start_time, **event)
+            else:
+                bt_span = start_span(name=span_name, type=span_type, start_time=start_time, **event)
+
+            bt_span.set_current()
+            self._bt_spans[id_] = _SpanRecord(bt_span=bt_span, start_time=start_time)
+
+            return BaseSpan(id_=id_, parent_id=parent_span_id)
+
+        def prepare_to_exit_span(
+            self,
+            id_: str,
+            bound_args: "inspect.BoundArguments",
+            instance: Any | None = None,
+            result: Any | None = None,
+            **kwargs: Any,
+        ) -> BaseSpan | None:
+            record = self._bt_spans.pop(id_, None)
+            if record is None:
+                return None
+
+            bt_span = record.bt_span
+            output = _extract_response_output(result)
+
+            # Token usage is intentionally not logged on LlamaIndex spans.
+            # LlamaIndex is an orchestration layer; provider integrations own
+            # token accounting. Emitting usage here would double-count when
+            # provider spans are also present.
+            log_kwargs: dict[str, Any] = {}
+            if output is not None:
+                log_kwargs["output"] = output
+            if log_kwargs:
+                bt_span.log(**log_kwargs)
+
+            bt_span.unset_current()
+            bt_span.end()
+            return self.open_spans.get(id_)
+
+        def prepare_to_drop_span(
+            self,
+            id_: str,
+            bound_args: "inspect.BoundArguments",
+            instance: Any | None = None,
+            err: BaseException | None = None,
+            **kwargs: Any,
+        ) -> BaseSpan | None:
+            record = self._bt_spans.pop(id_, None)
+            if record is None:
+                return None
+
+            bt_span = record.bt_span
+            bt_span.log(error=f"{type(err).__name__}: {err}" if err else "Unknown error")
+
+            bt_span.unset_current()
+            bt_span.end()
+            return self.open_spans.get(id_)
+
+except ImportError:
+    BraintrustSpanHandler = None  # type: ignore[assignment,misc]
diff --git a/py/uv.lock b/py/uv.lock
index 16c51e44..e3ffccb7 100644
--- a/py/uv.lock
+++ b/py/uv.lock
@@ -126,7 +126,8 @@ dependencies = [
     { name = "python-dotenv", version = "1.2.2", source = { registry = "https://pypi.org/simple" } },
     { name = "python-multipart" },
     { name = "pyyaml" },
-    { name = "rich", version = "14.3.4", source = { registry = "https://pypi.org/simple" } },
+    { name = "rich", version = "14.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and extra == 'group-10-braintrust-lint') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
+    { name = "rich", version = "15.0.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and extra == 'group-10-braintrust-lint') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
     { name = "typer", version = "0.24.2", source = { registry = "https://pypi.org/simple" } },
     { name = "typing-extensions" },
 ]
@@ -447,6 +448,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/fb/76/641ae371508676492379f16e2fa48f4e2c11741bd63c48be4b12a6b09cba/aiosignal-1.4.0-py3-none-any.whl", hash = "sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e", size = 7490, upload-time = "2025-07-03T22:54:42.156Z" },
 ]
 
+[[package]]
+name = "aiosqlite"
+version = "0.22.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/4e/8a/64761f4005f17809769d23e518d915db74e6310474e733e3593cfc854ef1/aiosqlite-0.22.1.tar.gz", hash = "sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650", size = 14821, upload-time = "2025-12-23T19:25:43.997Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/b7/e3bf5133d697a08128598c8d0abc5e16377b51465a33756de24fa7dee953/aiosqlite-0.22.1-py3-none-any.whl", hash = "sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb", size = 17405, upload-time = "2025-12-23T19:25:42.139Z" },
+]
+
 [[package]]
 name = "alembic"
 version = "1.18.4"
@@ -489,8 +499,8 @@ dependencies = [
     { name = "distro" },
     { name = "docstring-parser" },
     { name = "httpx" },
-    { name = "jiter", version = "0.13.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'group-10-braintrust-lint' or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
-    { name = "jiter", version = "0.14.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'group-10-braintrust-test-langchain' or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-lint' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra != 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands')" },
+    { name = "jiter", version = "0.13.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and extra == 'group-10-braintrust-lint') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
+    { name = "jiter", version = "0.14.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and extra == 'group-10-braintrust-lint') or extra == 'group-10-braintrust-test-langchain' or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
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extra == 'group-10-braintrust-test-crewai') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra != 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
     { name = "sniffio" },
@@ -679,6 +689,24 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/b9/fa/123043af240e49752f1c4bd24da5053b6bd00cad78c2be53c0d1e8b975bc/backports.tarfile-1.2.0-py3-none-any.whl", hash = "sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34", size = 30181, upload-time = "2024-05-28T17:01:53.112Z" },
 ]
 
+[[package]]
+name = "banks"
+version = "2.4.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "deprecated" },
+    { name = "filetype" },
+    { name = "griffe" },
+    { name = "jinja2" },
+    { name = "platformdirs" },
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+]
+sdist = { url = "https://files.pythonhosted.org/packages/bd/51/08fb68d23f4b0f6256fe85dc86e9576941550f890b079352fba719e07b39/banks-2.4.2.tar.gz", hash = "sha256:cda6013bd377ea7b701933578bfb9370fc21ad70bc13cedfc3f5cb2c034ca3dc", size = 188633, upload-time = "2026-04-27T12:15:22.021Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/00/b6/8dc5477681b782e2f99de703e7a99828883364b9e03a60d3e2c47053d56a/banks-2.4.2-py3-none-any.whl", hash = "sha256:5fe407cc48c101f3e13d1cf732b83b8246003337612f13c0705d2e81f6faffb7", size = 35050, upload-time = "2026-04-27T12:15:20.785Z" },
+]
+
 [[package]]
 name = "bcrypt"
 version = "5.0.0"
@@ -891,6 +919,9 @@ lint = [
     { name = "langchain-openai" },
     { name = "langsmith", version = "0.7.31", source = { registry = "https://pypi.org/simple" } },
     { name = "litellm", version = "1.82.6", source = { registry = "https://pypi.org/simple" } },
+    { name = "llama-index-core" },
+    { name = "llama-index-embeddings-openai" },
+    { name = "llama-index-llms-openai" },
     { name = "mistralai" },
     { name = "onnxruntime", marker = "python_full_version < '3.11'" },
     { name = "openai", version = "2.32.0", source = { registry = "https://pypi.org/simple" } },
@@ -948,6 +979,11 @@ test-litellm = [
     { name = "pytest-asyncio" },
     { name = "pytest-vcr" },
 ]
+test-llamaindex = [
+    { name = "pytest" },
+    { name = "pytest-asyncio" },
+    { name = "pytest-vcr" },
+]
 test-openai-agents = [
     { name = "openai", version = "2.31.0", source = { registry = "https://pypi.org/simple" } },
     { name = "pytest" },
@@ -1048,6 +1084,9 @@ lint = [
     { name = "langchain-openai" },
     { name = "langsmith", specifier = "==0.7.31" },
     { name = "litellm" },
+    { name = "llama-index-core" },
+    { name = "llama-index-embeddings-openai" },
+    { name = "llama-index-llms-openai" },
     { name = "mistralai" },
     { name = "onnxruntime", marker = "python_full_version < '3.11'", specifier = "<1.24" },
     { name = "openai" },
@@ -1105,6 +1144,11 @@ test-litellm = [
     { name = "pytest-asyncio", specifier = "==1.3.0" },
     { name = "pytest-vcr", specifier = "==1.0.2" },
 ]
+test-llamaindex = [
+    { name = "pytest", specifier = "==9.0.2" },
+    { name = "pytest-asyncio", specifier = "==1.3.0" },
+    { name = "pytest-vcr", specifier = "==1.0.2" },
+]
 test-openai-agents = [
     { name = "openai", specifier = "==2.31.0" },
     { name = "pytest", specifier = "==9.0.2" },
@@ -1151,10 +1195,10 @@ name = "build"
 version = "1.4.4"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "colorama", marker = "os_name == 'nt'" },
+    { name = "colorama", marker = "python_full_version < '3.14' and os_name == 'nt'" },
     { name = "importlib-metadata", version = "8.7.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10.2'" },
-    { name = "packaging", version = "25.0", source = { registry = "https://pypi.org/simple" } },
-    { name = "pyproject-hooks" },
+    { name = "packaging", version = "25.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "pyproject-hooks", marker = "python_full_version < '3.14'" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/02/ec/bf5ae0a7e5ab57abe8aabdd0759c971883895d1a20c49ae99f8146840c3c/build-1.4.4.tar.gz", hash = "sha256:f832ae053061f3fb524af812dc94b8b84bac6880cd587630e3b5d91a6a9c1703", size = 89220, upload-time = "2026-04-22T20:53:44.807Z" }
@@ -1428,35 +1472,35 @@ name = "chromadb"
 version = "1.1.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "bcrypt" },
-    { name = "build" },
-    { name = "grpcio" },
-    { name = "httpx" },
-    { name = "importlib-resources" },
-    { name = "jsonschema", version = "4.26.0", source = { registry = "https://pypi.org/simple" } },
-    { name = "kubernetes" },
-    { name = "mmh3" },
+    { name = "bcrypt", marker = "python_full_version < '3.14'" },
+    { name = "build", marker = "python_full_version < '3.14'" },
+    { name = "grpcio", marker = "python_full_version < '3.14'" },
+    { name = "httpx", marker = "python_full_version < '3.14'" },
+    { name = "importlib-resources", marker = "python_full_version < '3.14'" },
+    { name = "jsonschema", version = "4.26.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "kubernetes", marker = "python_full_version < '3.14'" },
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-    { name = "six" },
-    { name = "urllib3" },
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+    { name = "durationpy", marker = "python_full_version < '3.14'" },
+    { name = "python-dateutil", marker = "python_full_version < '3.14'" },
+    { name = "pyyaml", marker = "python_full_version < '3.14'" },
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+    { name = "requests-oauthlib", marker = "python_full_version < '3.14'" },
+    { name = "six", marker = "python_full_version < '3.14'" },
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+[[package]]
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+    { name = "banks" },
+    { name = "dataclasses-json" },
+    { name = "deprecated" },
+    { name = "dirtyjson" },
+    { name = "filetype" },
+    { name = "fsspec", version = "2026.2.0", source = { registry = "https://pypi.org/simple" } },
+    { name = "httpx" },
+    { name = "llama-index-workflows" },
+    { name = "nest-asyncio" },
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 version = "4.32.1"
@@ -4260,8 +4458,8 @@ dependencies = [
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+    { name = "packaging", version = "25.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "protobuf", marker = "python_full_version < '3.14'" },
+    { name = "sympy", marker = "python_full_version < '3.14'" },
 ]
 wheels = [
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@@ -5176,16 +5445,16 @@ resolution-markers = [
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@@ -7104,7 +7373,8 @@ dependencies = [
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     { name = "pydantic-ai-slim" },
     { name = "pyyaml" },
-    { name = "rich", version = "14.3.4", source = { registry = "https://pypi.org/simple" } },
+    { name = "rich", version = "14.3.4", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version < '3.14' and extra == 'group-10-braintrust-lint') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
+    { name = "rich", version = "15.0.0", source = { registry = "https://pypi.org/simple" }, marker = "(python_full_version >= '3.14' and extra == 'group-10-braintrust-lint') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agentscope') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-pydantic-ai-logfire') or (extra == 'group-10-braintrust-lint' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-agno') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agentscope' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-crewai') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-agno' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-langchain') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-crewai' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-litellm') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-langchain' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-openai-agents') or (extra == 'group-10-braintrust-test-litellm' and extra == 'group-10-braintrust-test-strands') or (extra == 'group-10-braintrust-test-openai-agents' and extra == 'group-10-braintrust-test-strands')" },
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@@ -7763,8 +8033,8 @@ name = "requests-oauthlib"
 version = "2.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "oauthlib" },
-    { name = "requests" },
+    { name = "oauthlib", marker = "python_full_version < '3.14'" },
+    { name = "requests", marker = "python_full_version < '3.14'" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/42/f2/05f29bc3913aea15eb670be136045bf5c5bbf4b99ecb839da9b422bb2c85/requests-oauthlib-2.0.0.tar.gz", hash = "sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9", size = 55650, upload-time = "2024-03-22T20:32:29.939Z" }
 wheels = [
@@ -7788,9 +8058,6 @@ name = "rich"
 version = "14.3.4"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
-    "python_full_version >= '3.14' and sys_platform == 'win32'",
-    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
-    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
     "python_full_version == '3.13.*' and sys_platform == 'win32'",
     "python_full_version == '3.13.*' and sys_platform == 'emscripten'",
     "python_full_version == '3.13.*' and sys_platform != 'emscripten' and sys_platform != 'win32'",
@@ -7803,8 +8070,8 @@ resolution-markers = [
     "python_full_version < '3.11'",
 ]
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+[[package]]
+name = "typing-inspect"
+version = "0.9.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "mypy-extensions" },
+    { name = "typing-extensions" },
+]
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+
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 name = "typing-inspection"
 version = "0.4.2"
@@ -8841,13 +9161,13 @@ wheels = [
 
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-    { name = "watchfiles" },
-    { name = "websockets" },
+    { name = "colorama", marker = "python_full_version < '3.14' and sys_platform == 'win32'" },
+    { name = "httptools", marker = "python_full_version < '3.14'" },
+    { name = "python-dotenv", version = "1.2.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.14'" },
+    { name = "pyyaml", marker = "python_full_version < '3.14'" },
+    { name = "uvloop", marker = "python_full_version < '3.14' and platform_python_implementation != 'PyPy' and sys_platform != 'cygwin' and sys_platform != 'win32'" },
+    { name = "watchfiles", marker = "python_full_version < '3.14'" },
+    { name = "websockets", marker = "python_full_version < '3.14'" },
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 [[package]]