{"library":"openinference-instrumentation-llama-index","type":"library","category":null,"description":"OpenInference LlamaIndex Instrumentation is a Python auto-instrumentation library for LlamaIndex. It provides comprehensive observability for AI applications by generating OpenTelemetry-compatible traces for LlamaIndex operations such as queries, retrievals, LLM calls, and embeddings. The library is actively maintained with frequent updates across the OpenInference project.","language":"python","status":"active","version":"4.3.9","tags":["observability","tracing","LLM","LlamaIndex","OpenTelemetry","AI","RAG"],"install":[{"cmd":"pip install openinference-instrumentation-llama-index","imports":["from openinference.instrumentation.llama_index import LlamaIndexInstrumentor","from opentelemetry.sdk.trace import TracerProvider","from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter","from opentelemetry.sdk.trace.export import SimpleSpanProcessor","from opentelemetry.sdk.resources import Resource"]},{"cmd":"pip install \"llama-index>=0.12.3\" openinference-instrumentation-llama-index opentelemetry-sdk opentelemetry-exporter-otlp","imports":[]}],"homepage":"https://openinference.com/","github":"https://github.com/Arize-ai/openinference","docs":null,"changelog":null,"pypi":"https://pypi.org/project/openinference-instrumentation-llama-index/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":14.1,"avg_import_s":0.6,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/openinference-instrumentation-llama-index/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sun Jun 28","last_verified":"Sun Jun 28","next_check":"Tue Jul 28","install_tag":null}}