feat(haystack): auto-instrument Haystack 2.x generators incl. AzureOpenAIChatGenerator; add Azure example + docs #1231
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
📥 Pull Request
📘 Description
Implements full Haystack 2.x auto-instrumentation for AgentOps to resolve the reported issue with
AzureOpenAIChatGeneratornot being tracked. This adds:HaystackInstrumentorthat wrapsOpenAIGeneratorandAzureOpenAIChatGeneratormethods to capture LLM calls, prompts, and responsesAzureOpenAIChatGeneratorincluding proper validationThe instrumentor follows existing agentic library patterns, registering as "haystack" in
AGENTIC_LIBRARIESto automatically activate when haystack-ai 2.x is imported.🧪 Testing
AZURE_OPENAI_*environment variables (gracefully skips if missing)_first_non_empty_text()and_extract_prompt()for Haystack data structure compatibilityLink to Devin run: https://app.devin.ai/sessions/684e8b0399eb48c2b09cf5e9a9b96bf8
Requested by: @areibman