Stefano Lottini 49b65a1b57 CassandraCache and CassandraSemanticCache can handle any "Generation" (#10563) ...

Hello,
this PR improves coverage for caching by the two Cassandra-related
caches (i.e. exact-match and semantic alike) by switching to the more
general `dumps`/`loads` serdes utilities.

This enables cache usage within e.g. `ChatOpenAI` contexts (which need
to store lists of `ChatGeneration` instead of `Generation`s), which was
not possible as long as the cache classes were relying on the legacy
`_dump_generations_to_json` and `_load_generations_from_json`).

Additionally, a slightly different init signature is introduced for the
cache objects:
- named parameters required for init, to pave the way for easier changes
in the future connect-to-db flow (and tests adjusted accordingly)
- added a `skip_provisioning` optional passthrough parameter for use
cases where the user knows the underlying DB table, etc already exist.

Thank you for a review!

2023-09-14 08:33:06 -07:00

..

__init__.py

(WIP) set up experimental (#7959)

2023-07-21 09:20:24 -07:00

test_cassandra.py

CassandraCache and CassandraSemanticCache can handle any "Generation" (#10563)

2023-09-14 08:33:06 -07:00

test_gptcache.py

scheduled tests GHA (#8879)

2023-08-08 14:55:25 -07:00

test_momento_cache.py

scheduled tests GHA (#8879)

2023-08-08 14:55:25 -07:00

test_redis_cache.py

Redis metadata filtering and specification, index customization (#8612)

2023-08-25 17:22:50 -07:00