llama-stack-mirror/tests/unit/core
Francisco Javier Arceo 62005dc1a9
feat: Making static prompt values in Rag/File Search configurable in Vector Store Config (#4368)
# What does this PR do?

- Enables users to configure prompts used throughout the File Search /
Vector Retrieval
- Configuration is defined in the Vector Stores Config so they can be
modified at runtime
- Backwards compatible, which means the fields are optional and default
to the previously used values

This is the summary of the new options in the `run.yaml`
```yaml
vector_stores:
  file_search_params:
    header_template: 'knowledge_search tool found {num_chunks} chunks:\nBEGIN of knowledge_search tool results.\n'
    footer_template: 'END of knowledge_search tool results.\n'
  context_prompt_params:
    chunk_annotation_template: 'Result {index}\nContent: {chunk.content}\nMetadata: {metadata}\n'
    context_template: 'The above results were retrieved to help answer the user\'s query: "{query}". Use them as supporting information only in answering this query.{annotation_instruction}\n'
  annotation_prompt_params:
    enable_annotations: true
    annotation_instruction_template: 'Cite sources immediately at the end of sentences before punctuation, using `<|file-id|>` format like \'This is a fact <|file-Cn3MSNn72ENTiiq11Qda4A|>.\'. Do not add
extra punctuation. Use only the file IDs provided, do not invent new ones.'
    chunk_annotation_template: '[{index}] {metadata_text} cite as <|{file_id}|>\n{chunk_text}\n'
```

<!-- If resolving an issue, uncomment and update the line below -->
<!-- Closes #[issue-number] -->

## Test Plan
Added tests.

---------

Signed-off-by: Francisco Javier Arceo <farceo@redhat.com>
2025-12-15 11:39:01 -05:00
..
routers feat: Add support for query rewrite in vector_store.search (#4171) 2025-12-10 10:06:19 -05:00
test_provider_data_context.py fix(context): prevent provider data leak between streaming requests (#3924) 2025-10-27 23:01:12 -07:00
test_stack_validation.py feat: Making static prompt values in Rag/File Search configurable in Vector Store Config (#4368) 2025-12-15 11:39:01 -05:00
test_storage_references.py feat: remove usage of build yaml (#4192) 2025-12-10 10:12:12 +01:00
test_vector_stores_config.py feat: Making static prompt values in Rag/File Search configurable in Vector Store Config (#4368) 2025-12-15 11:39:01 -05:00