honcho/docs/v3/contributing
JUNZE 00d6d36728
fix: make embedding batch size configurable (#983)
* fix: resolve tiktoken encoding without constructing the embedding client

EmbeddingClient.encoding forced full client construction, which raises
'OpenAI API key is required' even though tiktoken needs no credentials.
The document dedup tie-break (src/crud/document.py) only needs .encoding
for token counting, so any test hitting that path fails in environments
without embedding keys — notably CI for pull requests from forks, where
repo secrets are unavailable (e.g. #908's test-python job failing on
tests/crud/test_document.py::test_duplicate_rejection_reinforces_existing).

Resolve the encoding from the configured model directly, falling back to
cl100k_base, and only reuse the underlying client's encoding when it has
already been constructed.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>

* fix: make embedding batch size configurable

Add optional max_batch_size to the embedding model config
(EMBEDDING_MODEL_CONFIG__MAX_BATCH_SIZE) to cap texts per request for
OpenAI-compatible providers with smaller limits than OpenAI's, such as
DashScope text-embedding-v4 (10) and Alibaba Bailian
qwen3.7-text-embedding (20). When unset, native provider defaults are
preserved (OpenAI 2048, Gemini 100).

Fixes #687.

* test(embedding): cover Gemini batching and config fallbacks per review

- Gemini transport now tested for configured batch splitting and the 100
  default fallback
- OpenAI unset default (2048, single request) explicitly covered
- env-parsing test now asserts the value survives resolve_embedding_model_config
- docs: 100 is the client's conservative Gemini default, not a native limit

* test(embedding): assert provider batch-size defaults

---------

Co-authored-by: adavyas <adavyasharma@gmail.com>
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
2026-08-05 15:43:32 -04:00
..
changing-embeddings.mdx Make embeddings configurable (#678) 2026-05-14 15:03:35 -04:00
configuration.mdx fix: make embedding batch size configurable (#983) 2026-08-05 15:43:32 -04:00
guidelines.mdx feat: retry on more httpx exceptions (#467) 2026-04-03 12:20:53 -04:00
license.mdx feat: honcho 3.0, sdks 2.0, excise stainless, update v3 docs, changelogs (#331) 2026-01-22 15:16:28 -05:00
self-hosting.mdx Kass/readme refresh (#681) 2026-05-14 13:15:37 -04:00
troubleshooting.mdx rename to REPRESENTATION_BATCH_TARGET_INPUT_TOKENS 2026-07-09 10:42:52 -04:00