EmbedAnything

v0.7.1 Breaking

This release includes 1 breaking change for platform teams planning a safe upgrade.

Published 16d RAG & Retrieval

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

ai cloud generative-ai high-performance indexing inference

+13 more

information-retrieval large-language-models local machine-learning onnxruntime pipeline production-ready python llm rust search server vector-db

ReleasePort's take

Light signal

editorial:auto 11d

ReleasePort v0.7.1 fixes parameter mismatching in the rerank API and adds Gemma3 embedding support.

Why it matters: The rerank API bug fix resolves a critical parameter‑mismatch issue, while adding Gemma3 expands embedding options for developers.

AI summary

Added Gemma3 embedding support.

Type	Severity	Summary	CVE
Feature	Low	Adds video embedding support and guide. Adds video embedding support and guide. Source: llm_adapter@2026-07-15 Confidence: high	—
Feature	Low	Adds gemma3 embedding support. Adds gemma3 embedding support. Source: llm_adapter@2026-07-15 Confidence: high	—
Dependency	Low	Removes the statistical crate from dependencies. Removes the statistical crate from dependencies. Source: llm_adapter@2026-07-15 Confidence: high	—
Bugfix
Bugfix	Medium	Fixes parameter mismatching in `rerank`. Fixes parameter mismatching in `rerank`. Source: llm_adapter@2026-07-15 Confidence: high	—
Bugfix	Medium	Supports AddedToken objects in tokenizer config special tokens. Supports AddedToken objects in tokenizer config special tokens. Source: llm_adapter@2026-07-15 Confidence: high	—
Bugfix	Low	Applies two small fixes from fuzz testing. Applies two small fixes from fuzz testing. Source: llm_adapter@2026-07-15 Confidence: high	—

Full changelog

fix parameter mismatching in rerank by @Social-Mean in https://github.com/StarlightSearch/EmbedAnything/pull/194
feature: Added video embedding support and guide by @prachi-kedar in https://github.com/StarlightSearch/EmbedAnything/pull/198
Dev by @akshayballal95 in https://github.com/StarlightSearch/EmbedAnything/pull/201
fix: support AddedToken objects in tokenizer config special tokens by @arnaudbriche in https://github.com/StarlightSearch/EmbedAnything/pull/205
Removes the statistical crate from dependencies. by @wesc in https://github.com/StarlightSearch/EmbedAnything/pull/203
Two small fixes from fuzz testing. by @wesc in https://github.com/StarlightSearch/EmbedAnything/pull/208
Adds gemma3 embedding support by @wesc in https://github.com/StarlightSearch/EmbedAnything/pull/209

@Social-Mean made their first contribution in https://github.com/StarlightSearch/EmbedAnything/pull/194
@prachi-kedar made their first contribution in https://github.com/StarlightSearch/EmbedAnything/pull/198
@arnaudbriche made their first contribution in https://github.com/StarlightSearch/EmbedAnything/pull/205

Full Changelog: https://github.com/StarlightSearch/EmbedAnything/compare/0.7.0...v0.7.1

Weekly OSS security release digest.

The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.

No spam, unsubscribe anytime.

Share this release

Track EmbedAnything

Get notified when new releases ship.

About EmbedAnything