Unit 7 · Give agents memory and orientation

Load the right procedure for the job

You load procedural guides with discover() from a local catalog or external retrieval. Relevance hints guide selection without replacing authorization or evidence.

discover()8 focused minutesNot started

Worked example

See the idea in context

auto assistant = axllm::agent(signature, axllm::object({
    {"memoriesCatalog", memories},
    {"skillsCatalog", skills},
}));

Run itIn your own project

include(FetchContent)
FetchContent_Declare(axllm GIT_REPOSITORY https://github.com/ax-llm/ax GIT_TAG main SOURCE_SUBDIR packages/cpp)
FetchContent_MakeAvailable(axllm)
target_link_libraries(your_app PRIVATE axllm::axllm)

#include <axllm/axllm.hpp>

auto llm = axllm::ai("openai", axllm::object({{"apiKey", std::getenv("OPENAI_API_KEY")}}));
auto classify = axllm::ax("review:string -> sentiment:class \"positive, negative, neutral\"");

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 -- cpp src/examples/cpp/long-agents/codebase_peek_map.cpp

Active practice

Show that you can use it

Answer 2 in a row to learn this · attempt 1

Keep exploring

See the idea in context

Show that you can use it

Source-backed follow-up