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Rerank what agents read with Cohere

Cohere reranks search results before an agent reads them. Answers come from the most relevant records.

Contract retrieval
Coherereranking

Does the FedEx contract waive the residential surcharge on commercial addresses?

Retrieved, by vector similarity
1
Residential Surcharge: Schedule B
FedEx contract 2026
2
Delivery Area Surcharge table
FedEx contract 2026
3
Accessorial waiver, zones 2–5
Amendment 4
4
Residential waiver, commercial addresses
Amendment 7

The agent reads the top results. Before reranking it sits fourth, outside what the agent reads.

Cohere Integration Capabilities

Enterprise AI for embeddings, semantic search, and supply chain data retrieval.

Result reranking
Cohere reorders retrieved records by relevance before an agent reads them
Contract and invoice search
Surface the contract clause or invoice line that answers the question
Better agent answers
Agents cite the record that answers the question
Swappable backend
Reranking uses Cohere, a local model, or nothing. It is a setting.

How the Cohere integration works

  1. Connect Cohere

    Add your Cohere credentials from your CommerceShip account, or use the built-in access. Each request carries only the records retrieved for that question.

  2. Choose what reranks

    Pick the knowledge sources whose retrieval passes through Cohere: carrier contracts, invoices, SOPs, and the operational records agents read before answering.

  3. Answer from better records

    Retrieval returns candidates, Cohere reorders them by relevance, and the agent reads the top results. Feedback on answers tunes what ranks first over time.

Cohere Integration FAQs

Still have questions?

Get better answers with Cohere reranking

Cohere reranks search results before an agent reads them. Answers come from the most relevant contracts, invoices, and records.