Arize Phoenix + LlamaIndex
by Arize AI · open-source · Last verified 2026-03-17
Arize Phoenix instruments LlamaIndex query pipelines with OpenTelemetry spans, exposing retrieval precision, reranker performance, and LLM generation quality in a local-first UI. The integration is particularly valuable for RAG applications where diagnosing retrieval failures requires joint analysis of embeddings, chunks, and generation outputs.
https://phoenix.arize.com ↗C+
C+—Average
Adoption: BQuality: AFreshness: ACitations: C+Engagement: F
Specifications
- License
- ELv2
- Pricing
- open-source
- Capabilities
- rag-tracing, retrieval-scoring, embedding-visualization, span-export, otel-compatible
- Integrations
- llamaindex, langchain, openai
- Use Cases
- rag-debugging, retrieval-quality-monitoring, embedding-drift, document-pipeline-analysis
- API Available
- Yes
- Tags
- observability, rag, llamaindex, opentelemetry, retrieval-quality
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
55.4Adoption
62
Quality
88
Freshness
89
Citations
52
Engagement
0
Put AI to work for your business
Deploy this integration alongside autonomous AaaS agents that handle tasks end-to-end — no babysitting required.