CorpusIQ vs Langchain: Instant AI vs Data Pipeline¶
| CorpusIQ | Langchain | |
|---|---|---|
| Approach | MCP-native AI queries | Traditional data pipeline |
| Speed | Under 5 seconds | Minutes to hours |
| MCP | ✅ Standard protocol | ❌ |
| Data Storage | Live retrieval; no raw-file/full-payload warehouse; scoped logs | Depends on the application design |
| Setup | 5 minutes, one OAuth | Days to weeks |
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