Troubleshoot why our LlamaIndex query engine is timing out when searching across a million vector embeddings stored in Pinecone.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Troubleshoot why our LlamaIndex query engine is timing out when searching across a million vector embeddings stored in Pinecone.
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
LlamaIndex PineconeVectorStore query timeout performance top_k metadata filters namespaces official documentation Google ↗
Pinecone vector search performance latency troubleshooting index million vectors official docs Google ↗
- Performance · sdk.pinecone.io
- Pinecone · docs.llamaindex.org.cn
- GitHub - pinecone-io/VSB: Vector Search Benchmarking suite · github.com
- llama_index/docs/src/content/docs/framework/understanding/rag/querying/index.mdx at main · run-llama/llama_index · github.com
- Index · sdk.pinecone.io
- How Pinecone Works: Architecture and Engineering Deep Dive · pinecone.io
- February Release: Performance at Scale, Predictability, and Control · pinecone.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LlamaIndex PineconeVectorStore query timeout performance top_k metadata filters namespaces official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Pinecone vector search performance latency troubleshooting index million vectors official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |