> ## Documentation Index
> Fetch the complete documentation index at: https://agno-v2-docs-scavio-google-v2.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Cohere

> Run Cohere Command A examples and migrate pinned Aya Vision 8B image examples to Command A Vision.

| Example                                                                         | Description                                                                                                          |
| ------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------- |
| [Cohere Basic](/examples/models/cohere/basic)                                   | Run Cohere Command A with sync, async, and streaming responses.                                                      |
| [DB](/examples/models/cohere/db)                                                | Persist Cohere agent sessions in Postgres and reuse history across runs.                                             |
| [Cohere Image Agent](/examples/models/cohere/image-agent)                       | Migrate the pinned Aya Vision 8B example to Command A Vision, then describe an image from a URL.                     |
| [Cohere Image Agent Bytes](/examples/models/cohere/image-agent-bytes)           | Migrate the pinned Aya Vision 8B example to Command A Vision, then analyze raw image bytes.                          |
| [Cohere Image Agent Local File](/examples/models/cohere/image-agent-local-file) | Migrate the pinned Aya Vision 8B example to Command A Vision, then analyze a local image with `Image(filepath=...)`. |
| [Knowledge](/examples/models/cohere/knowledge)                                  | Query a recipe PDF stored in PgVector from a Cohere Command A agent.                                                 |
| [Memory](/examples/models/cohere/memory)                                        | Use personalized memories and summaries in an agent.                                                                 |
| [Retry](/examples/models/cohere/retry)                                          | Review retry settings and why invalid model IDs cannot reliably exercise the retry path.                             |
| [Cohere Structured Output](/examples/models/cohere/structured-output)           | Generate a typed MovieScript with Cohere Command A and output\_schema.                                               |
| [Tool Use](/examples/models/cohere/tool-use)                                    | Add WebSearchTools to a Cohere Command A agent for live news queries.                                                |