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Few-Shot Example Optimizer for Feedback Functions about 4 hours ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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Nested App / Sub-Agent Tracing (NESTED_RECORD_ROOT) 8 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Implement HuggingFaceLocal Stub Methods 8 days ago

enhancement help wanted LLM Judge Providers

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Alignment Report Generator 10 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Citation / Attribution Evaluator 14 days ago

enhancement help wanted Metric Implementations

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Evaluation and Tracking for LLM Experiments and AI Agents

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Add Unit Tests for Feedback Template Validation 14 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Benchmark LLM Judge Quality Across Providers 14 days ago

enhancement help wanted Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Evaluate gpt-4.1-mini and gpt-4.1-nano as Default LLM Judge Models 14 days ago

enhancement help wanted Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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CI/CD Example: Azure Pipelines Eval Gate 15 days ago

documentation good first issue Examples CI/CD

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Evaluation and Tracking for LLM Experiments and AI Agents

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Integration Test: Score Parsing Through Full Pipeline 17 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Criteria A/B Testing Utility 18 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Cross-Model Alignment Matrix 19 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Score Distribution Analyzer for Feedback Functions 19 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Bedrock Provider Quickstart Notebook 19 days ago

documentation good first issue Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Golden Set Generator from Production TruLens Records 20 days ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add HuggingFace Local Eval Cookbook 23 days ago

documentation good first issue Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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Integration Test: Feedback Function Pipeline Wiring 23 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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Add Tests for instrument_method() on Third-Party Classes 23 days ago

good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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Integration Test: Method-to-Template Wiring Verification 23 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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CI/CD Example: Pre-Commit Hook for Local Eval 23 days ago

documentation enhancement good first issue Examples CI/CD

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Evaluation and Tracking for LLM Experiments and AI Agents

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CI/CD Example: CircleCI Eval Gate 23 days ago

documentation enhancement good first issue Examples CI/CD

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Evaluation and Tracking for LLM Experiments and AI Agents

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CI/CD Example: GitLab CI Eval Gate 23 days ago

documentation enhancement good first issue Examples CI/CD

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Evaluation and Tracking for LLM Experiments and AI Agents

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CI/CD Example: GitHub Actions Eval Gate 23 days ago

documentation good first issue Examples CI/CD

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Document All Feedback Template Classes 23 days ago

documentation good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Cortex Provider Capability Tests 27 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Bedrock Provider Capability Tests 27 days ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add JSON/Dict Output Option to TruSession.get_leaderboard() 29 days ago

enhancement good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add HuggingFace Provider Capability Tests about 1 month ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Standardize Provider __init__.py Exports about 1 month ago

enhancement good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Integration Test: RAG Triad Full Pipeline with MockLLMProvider about 2 months ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add __all__ Exports to Semconv Package about 2 months ago

enhancement good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

LLM Jury: Ensemble Multiple LLM Judges via the Metric API about 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

LLM Jury: Ensemble Multiple LLM Judges via the Metric API about 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add SpanType.GUARDRAIL to Semantic Conventions about 2 months ago

enhancement good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Missing py.typed Marker to otel/semconv and hotspots about 2 months ago

enhancement good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Update LiteLLM Provider Default Model from gpt-3.5-turbo to gpt-4o-mini about 2 months ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Cross-Model Alignment Matrix about 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Update Cortex Provider Default Model from llama3.1-8b about 2 months ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Update Bedrock Provider Default Model from amazon.titan-text-express-v1 about 2 months ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Integration Test: Prompt Template Rendering Pipeline about 2 months ago

enhancement good first issue help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Clean Up examples/dev/dummy_app — Remove trulens_eval References about 2 months ago

bug good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

OpenAI Agents SDK Integration: Traces, Handoffs, and Tool Calls about 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

CrewAI Integration: Auto-Instrument Agent Crews 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

AutoGen Integration: Instrument Multi-Agent Conversations 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Batch/Offline Evaluation Mode: Evaluate Datasets Without a Live App 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Haystack Integration: Instrument Pipeline Components 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Streaming LLM Response Support: Token Tracking, TTFT, Partial Output Capture 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Async-Safe Recording: TaskGroup, asyncio.gather, Concurrent Spans 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Native OTLP Exporter: Send TruLens Traces to Any OTEL Backend 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Ollama Provider (Local Models) 2 months ago

enhancement help wanted LLM Judge Providers

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Move docs platform from mkdocs to ProperDocs 2 months ago

documentation enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

DSPy Integration — Use TruLens Metric as DSPy Metrics 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Guardrails Setup Agent Skill 2 months ago

documentation good first issue Agent Skills

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add JSON / Structured Output Validation Evaluator 2 months ago

enhancement good first issue Metric Implementations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Align TruLens Semantic Conventions with OTEL GenAI Semantic Conventions 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Diagnosis and Improvement Agent Skill 2 months ago

enhancement help wanted Agent Skills

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

MCP Tool Instrumentation Example 2 months ago

enhancement help wanted Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Custom Non-LLM Feedback Function Example 2 months ago

documentation good first issue Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Refresh trulens.org Home Page 2 months ago

documentation help wanted Website

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add conversation_id Support for Thread-Based Trace Grouping 2 months ago

enhancement help wanted

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

GEPA (Genetic Prompt Optimization) Integration 2 months ago

enhancement help wanted Integrations

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Feedback Score Distribution Chart to Leaderboard 2 months ago

enhancement help wanted Dashboard

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Time Series / Monitoring View to Dashboard 2 months ago

enhancement help wanted Dashboard

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Agentic Evaluation Cookbook Notebook 2 months ago

help wanted Examples

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Expand OTEL Overview Page 2 months ago

documentation good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Create MCP Instrumentation Guide 2 months ago

documentation good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Create Agentic Evaluations Guide 2 months ago

documentation good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Update README with Current Feature Set 2 months ago

documentation good first issue

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Anthropic Provider 2 months ago

enhancement help wanted LLM Judge Providers

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

Add Multi-Modal Support to Google Provider 2 months ago

enhancement help wanted LLM Judge Providers

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Evaluation and Tracking for LLM Experiments and AI Agents

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#agent-evaluation#agentops#ai-agents#ai-monitoring#ai-observability#evals#explainable-ml#llm-eval#llm-evaluation#llmops#llms#machine-learning#neural-networks

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