Reuse orientation across many questions You reuse one map across many questions about a repository, document set, or system. The agent still inspects current evidence, but it knows where to begin. go academy academy/topics/repeated-corpus-exploration website/content-src/academy/course.mjs academy Reuse orientation across many questions
ax
Go github.com/ax-llm/ax/packages/go
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Unit 7 · Give agents memory and orientation

Reuse orientation across many questions

You reuse one map across many questions about a repository, document set, or system. The agent still inspects current evidence, but it knows where to begin.

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Unit example (nearest native match)

See the idea in context

analyst := axllm.NewAgent(signature, map[string]axllm.Value{
    "contextFields": axllm.Array("codebase"),
    "contextPolicy": axllm.Object("preset", "adaptive", "budget", "balanced"),
    "contextMap": axllm.Object("maxChars", 1800, "infiniteEvolve", false, "evolveSteps", 1),
})
Run itIn your own project
go get github.com/ax-llm/ax/packages/go

import axllm "github.com/ax-llm/ax/packages/go"

client := axllm.NewAI("openai", map[string]axllm.Value{"apiKey": os.Getenv("OPENAI_API_KEY")})
classify := axllm.NewAx("review:string -> sentiment:class \"positive, negative, neutral\"", nil)

Set OPENAI_APIKEY in your environment before running provider-backed code.

In the ax repo

From a clone of the ax repo:

npm run example -- go src/examples/go/long-agents/codebase_peek_map.go
Active practice

Show that you can use it

Answer 2 in a row to learn this · attempt 1
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