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LlamaIndex instrumentation #128
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cd89a5e
tmp: add instrumentation for standalone llm calls with llamaindex (wi…
ModEnter 619cd88
feat: handle llm.chat and predict_and_call
desaxce 27f023f
fix: agent runs
desaxce d349603
fix: remove prints and enable streaming
desaxce 468ae23
fix: linting
desaxce 76b4e44
fix: add doc + try catch
desaxce 39f3929
fix: prevent multiple instrumentation of llamaindex
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Original file line number | Diff line number | Diff line change |
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from literalai.client import LiteralClient | ||
from llama_index.core.instrumentation import get_dispatcher | ||
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from literalai.instrumentation.llamaindex.event_handler import LiteralEventHandler | ||
from literalai.instrumentation.llamaindex.span_handler import LiteralSpanHandler | ||
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is_llamaindex_instrumented = False | ||
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def instrument_llamaindex(client: "LiteralClient"): | ||
global is_llamaindex_instrumented | ||
if is_llamaindex_instrumented: | ||
return | ||
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root_dispatcher = get_dispatcher() | ||
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span_handler = LiteralSpanHandler() | ||
root_dispatcher.add_span_handler(span_handler) | ||
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event_handler = LiteralEventHandler( | ||
literal_client=client, llama_index_span_handler=span_handler | ||
) | ||
root_dispatcher.add_event_handler(event_handler) | ||
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is_llamaindex_instrumented = True |
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Multiple instrumentations of llamaindex lead to steps with cycles.