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| Package | Optional | Group |
|---|---|---|
| agent-framework-mem0 | false | |
| agno | true | mem0 |
| crewai | true | mem0 |
| pipecat-ai | true | mem0 |
| strands-agents-tools | true | dev |
| pydantic | false |
| pytz | false |
| qdrant-client | false |
| sqlalchemy | false |
| azure-identity | true | vector-stores |
| azure-search-documents | true | vector-stores |
| boto3 | true | extras |
| cassandra-driver | true | vector-stores |
| chromadb | true | vector-stores |
| databricks-sdk | true | vector-stores |
| dbutils | true | vector-stores |
| elasticsearch | true | extras |
| faiss-cpu | true | vector-stores |
| fastembed | true | extras |
| google-genai | true | llms |
| google-generativeai | true | llms |
| groq | true | llms |
| isort | true | dev |
| langchain | true | extras |
| langchain-aws | true | vector-stores |
| langchain-community | true | extras |
| langchain-core | true | extras |
| litellm | true | llms |
| ollama | true | llms |
| opensearch-py | true | extras |
| oracledb | true | vector-stores |
| pinecone | true | vector-stores |
| pinecone-text | true | vector-stores |
| psycopg | true | vector-stores |
| psycopg-pool | true | vector-stores |
| pymilvus | true | vector-stores |
| pymochow | true | vector-stores |
| pymongo | true | vector-stores |
| pymysql | true | vector-stores |
| pytest | true | dev |
| pytest-asyncio | true | test |
| pytest-mock | true | test |
| redis | true | vector-stores |
| redisvl | true | vector-stores |
| ruff | true | dev |
| sentence-transformers | true | extras |
| spacy | true | nlp |
| together | true | llms |
| transformers | true | extras |
| upstash-vector | true | vector-stores |
| valkey | true | vector-stores |
| vecs | true | vector-stores |
| vertexai | true | llms |
| weaviate-client | true | vector-stores |