Skip to content

Extend the compaction summarizer section to Kotlin #2161

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
happyhuman wants to merge 1 commit into
base: main
Choose a base branch
from
+34 −5
Open

Extend the compaction summarizer section to Kotlin #2161

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
39 changes: 34 additions & 5 deletions docs/context/compaction.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -196,8 +196,8 @@ a compactor object

### Define a Summarizer {#define-summarizer}
You can customize the process of context compression by defining a summarizer.
The `LlmEventSummarizer` (Python/Java) or `LlmSummarizer` (TypeScript) class allows
you to specify a particular model for summarization.
The `LlmEventSummarizer` (Python, Java and Kotlin) or `LlmSummarizer` (TypeScript)
class allows you to specify a particular model for summarization.
The following code example demonstrates how to define and configure a custom summarizer:

=== "Python"
Expand Down Expand Up @@ -278,8 +278,37 @@ The following code example demonstrates how to define and configure a custom sum
});
```

You can further refine the compactor by modifying its summarizer. In Python and Java,
customize the `prompt_template` on `LlmEventSummarizer`. In TypeScript, customize
the `prompt` on `LlmSummarizer`. For more details, see the
=== "Kotlin"

```kotlin
import com.google.adk.kt.apps.App
import com.google.adk.kt.models.Gemini
import com.google.adk.kt.summarizer.EventsCompactionConfig
import com.google.adk.kt.summarizer.LlmEventSummarizer

// Define the AI model to be used for summarization:
val summarizationLlm = Gemini(name = "gemini-flash-latest")

// Create the summarizer with the custom model:
val mySummarizer = LlmEventSummarizer(model = summarizationLlm)

// Configure the App with the custom summarizer and compaction settings:
val app =
App(
appName = "my-agent",
rootAgent = rootAgent,
eventsCompactionConfig =
EventsCompactionConfig(
compactionInterval = 3,
overlapSize = 1,
summarizer = mySummarizer,
),
)
```

You can further refine the compactor by modifying its summarizer. In Python, Java
and Kotlin, customize the prompt template on `LlmEventSummarizer` — the property is
`prompt_template` in Python and Java, and `promptTemplate` in Kotlin. In TypeScript,
customize the `prompt` on `LlmSummarizer`. For more details, see the
[`LlmEventSummarizer` code](https://github.com/google/adk-python/blob/main/src/google/adk/apps/llm_event_summarizer.py#L60) or
[`LlmSummarizer` code](https://github.com/google/adk-js/blob/main/core/src/context/summarizers/llm_summarizer.ts).
Loading