feat: Add LlamaIndex retrieval spans - #502
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- Updated README to clarify instrumentation capabilities for LlamaIndex. - Introduced example scripts for manual and zero-code usage of FunctionAgent. - Implemented LlamaIndexSpanHandler to map agent and tool operations to GenAI spans. - Added tests for agent and tool instrumentation, including conformance tests. - Enhanced test suite with new requirements for OpenAI LLM integration. - Updated tox configuration to include conformance testing environment.
…y-python-genai into feat/llama-index-agent-spans # Conflicts: # instrumentation/opentelemetry-instrumentation-genai-llama-index/tests/requirements.latest.txt # tox.ini
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Stacked on #495.
Adds retrieval spans for synchronous and asynchronous LlamaIndex BaseRetriever operations. Query text and retrieved documents are captured only when span content capture is enabled; retrieval remains nested under agent/tool spans. Provider inference and embedding spans remain delegated to provider instrumentation.
Includes sync/async success and error coverage, content-capture assertions, agent-tool hierarchy coverage, conformance coverage, and README documentation.