# Page Not Found

The URL `files/6F3ZiZ0YgzdTExFrZ98k` does not exist. This page may have been moved, renamed, or deleted.

## Suggested Pages

You may be looking for one of the following:
- [09. TimeWeightedVectorStoreRetriever](https://altero.gitbook.io/langchain-book-by-altero/ch10-retriever/09.-timeweightedvectorstoreretriever.md)
- [10. Mengevaluasi dengan metode Ringkasan](https://altero.gitbook.io/langchain-book-by-altero/ch15-evaluasi/10.-mengevaluasi-dengan-metode-ringkasan.md)
- [01. Pembuatan Synthetic Test Dataset (RAGAS)](https://altero.gitbook.io/langchain-book-by-altero/ch15-evaluasi/01.-pembuatan-synthetic-test-dataset-ragas.md)
- [03. Token Text Splitter](https://altero.gitbook.io/langchain-book-by-altero/ch07-text-splitter/03.-token-text-splitter.md)
- [05. LCEL Interface](https://altero.gitbook.io/langchain-book-by-altero/ch01-memulai-dengan-langchain/05.-lcel-interface.md)

## How to find the correct page

If the exact page cannot be found, you can still retrieve the information using the documentation query interface.

### Option 1 — Ask a question (recommended)

Perform an HTTP GET request on the documentation index with the `ask` parameter:

```
GET https://altero.gitbook.io/langchain-book-by-altero/ch10-retriever/09.-timeweightedvectorstoreretriever.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

### Option 2 — Browse the documentation index

Full index: https://altero.gitbook.io/langchain-book-by-altero/sitemap.md

Use this to discover valid page paths or navigate the documentation structure.

### Option 3 — Retrieve the full documentation corpus

Full export: https://altero.gitbook.io/langchain-book-by-altero/llms-full.txt

Use this to access all content at once and perform your own parsing or retrieval. It will be more expensive.

## Tips for requesting documentation

Prefer `.md` URLs for structured content, append `.md` to URLs (e.g., `/langchain-book-by-altero/ch10-retriever/09.-timeweightedvectorstoreretriever.md`).

You may also use `Accept: text/markdown` header for content negotiation.