llama-stack-mirror/llama_stack/providers/utils/memory
Ben Browning 7a71d9ebd8 sqlite-vec support for Responses file_search
This wires up the Files API optional dependency into sqlite_vec and
adds the localfs Files provider to our starter template, so that
Responses API file_search tool works out of the box for sqlite_vec in
that template.

Some additional testing with this provider plus some other inference
models led me to loosen the verification test results checking a bit -
not for the tool call, but just around the assistant response with the
file_search tool call. Some providers, such as OpenAI SaaS, make
multiple tool calls to resolve the query sometimes, especially when it
cannot find an answer so tries a few permutations before returning
empty results to the user in that test.

Signed-off-by: Ben Browning <bbrownin@redhat.com>
2025-06-13 14:01:34 -04:00
..
__init__.py API Updates (#73) 2024-09-17 19:51:35 -07:00
file_utils.py Update the "InterleavedTextMedia" type (#635) 2024-12-17 11:18:31 -08:00
openai_vector_store_mixin.py sqlite-vec support for Responses file_search 2025-06-13 14:01:34 -04:00
vector_store.py Move vector file attach code to OpenAIVectorStoreMixin 2025-06-13 09:36:55 -04:00