ai-parrot

[all]
ai-parrot-embeddings[arango,bigquery,chroma,faiss,google,huggingface,milvus,openai,pgvector,reranker-llm,reranker-local]

[arango]
python-arango-async==1.2.0

[bigquery]
google-cloud-bigquery>=3.30.0

[chroma]
chromadb==0.6.3

[faiss]

[google]
google-genai>=2.6.0
google-cloud-aiplatform==1.133.0

[huggingface]
sentence-transformers>=5.0.0
tokenizers<=0.22.2,>=0.20.0
safetensors>=0.4.3
einops>=0.7.0
accelerate>=0.30.0
peft>=0.10.0
xformers>=0.0.27
simsimd>=4.3.1
bm25s[full]==0.2.14
rank_bm25==0.2.2
sentencepiece==0.2.1

[milvus]
pymilvus==2.4.8
milvus-lite>=2.4.0

[openai]
openai==2.8.1
tiktoken>=0.9.0

[pgvector]
pgvector==0.4.1

[reranker-llm]

[reranker-local]
sentence-transformers>=5.0.0
tokenizers<=0.22.2,>=0.20.0
safetensors>=0.4.3
