traceAI
Open-source LLM tracing compatible with generative AI, not just HTTP.
Description
traceAI is a native OTel LLM tracing tool that seamlessly integrates with your existing observability stack. ✓ Captures prompts, responses, tokens, retrievals, and agent decisions ✓ Follows GenAI semantic conventions ✓ Routes data to any OTel backend (Datadog, Grafana, Jaeger, etc.) ✓ Supports Python, TypeScript, Java, C# with full parity ✓ 35+ frameworks: OpenAI, Anthropic, LangChain, CrewAI, DSPy, and more ✓ Two-line instrumentation for your entire application. No new vendor. No new dashboards. Open source (MIT).
Strengths
- Native integration with existing observability tools (OTel)
- Extensive support for GenAI frameworks (LangChain, CrewAI, etc.)
- Open-source solution with no vendor lock-in
Weaknesses
- Requires initial OTel integration setup
- Technical documentation complex for beginners
- Limited support for languages other than Python, TypeScript, Java, and C#
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