openinference good first issues (Python)

[bug] claude-agent-sdk (JS): instrumented query() drops the SDK Query object, so interrupt() and other control methods are undefined 5 days ago

bug good first issue language: js size:M instrumentation instrumentation: claude-agent-sdk good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

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[feature request] Better error messaging for Agno instrumentor user_id 12 days ago

enhancement good first issue language: python size:S instrumentation instrumentation: agno c/context-attributes good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] Anthropic instrumentor: unguarded usage.input_tokens can blank out an entire streaming LLM span 13 days ago

bug good first issue language: python size:S instrumentation instrumentation: anthropic good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

get_llm_input_message_attributes stores list-valued content in a string span attribute 26 days ago

bug good first issue language: python size:S c/core

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] JS openai-agents: tool spans are never made active, so spans created inside a tool start a new trace 26 days ago

bug good first issue language: js size:M instrumentation instrumentation: openai agents sdk

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] Streamed chat-completion delta fields outside the accumulator schema are replaced, not concatenated (refusal, reasoning_content) 26 days ago

bug good first issue language: python size:S instrumentation instrumentation: openai good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] bedrock: converse_stream and invoke_model_with_response_stream spans are never ended when the stream is left early (break, close(), abandoned) 26 days ago

bug good first issue language: python size:M instrumentation instrumentation: bedrock

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] bedrock: Converse llm.invocation_parameters omits additionalModelRequestFields (e.g. top_k) and includes the response stop_reason 26 days ago

bug good first issue language: python size:S instrumentation instrumentation: bedrock

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] bedrock: invoke_model body passed as a file-like object breaks invoke_model_with_response_stream (TypeError after the request is sent, span never ends) and is not traced by invoke_model 27 days ago

bug good first issue language: python size:S instrumentation instrumentation: bedrock

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

Cohere instrumentation never ends the LLM span for an abandoned chat_stream about 1 month ago

bug good first issue language: python size:M instrumentation instrumentation: cohere good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] groq instrumentor records up to 34 parameters the caller never passed (SDK Omit defaults leak into input.value and llm.invocation_parameters) about 1 month ago

good first issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

chore(js): fix oxlint type-aware consistent-return and prefer-reduce-type-parameter warnings about 1 month ago

good first issue language: js size:M cleanup good student issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[feature request] capture reasoning and cache tokens for cost analysis about 1 month ago

enhancement help wanted language: js language: python size:L c/semcov

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[docs] add `openinference-instrumentation` docs to read-the-docs about 1 month ago

documentation good first issue language: python size:M c/core

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[feature request] Support LiteLLM's Anthropic methods acreate / create for tracing 4 months ago

enhancement good first issue

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[instrumentation] AG2 4 months ago

help wanted language: python instrumentation new instrumentation

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

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[ENHANCEMENT] Tracing -> Allow dynamic session_id and metadata assignment in execution time 6 months ago

enhancement help wanted language: python stale

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[bug] update DSPy example to latest 12 months ago

bug help wanted language: python instrumentation: dspy

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

[chore]: Port tests from jest to vitest about 1 year ago

help wanted language: js

Arize-ai/openinference

1.1K

OpenTelemetry Instrumentation for AI Observability

Python

#aiops#gemini#hacktoberfest#haystack#langchain#langraph#llamaindex#llmops#llms#mcp#openai#openai-agents#opentelemetry#pydantic-ai#smolagents#telemetry#tracing#vercel#vertex

Arize-ai/openinference

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