Package Insights
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Weekly Downloads
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Python Versions
Top Countries
Dependencies
- aiohttp
- beautifulsoup4
- mcp >=1.0.0
- pydantic >=2.0.0
- pypdf2
- python-docx
- pyyaml
- requests
- striprtf
70 optional dependencies
- anthropic[all]
- anthropic[anthropic]
- anthropic[models]
- asyncpg[memory]
- asyncpg[all]
- asyncpg[pgvector]
- asyncpg[postgres]
- asyncpg[vectordb]
- chromadb[vectordb]
- chromadb[all]
- chromadb[chromadb]
- cohere[models]
- cohere[all]
- cohere[cohere]
- cohere[embedders]
- ddgs[ddgs]
- google-genai[all]
- google-genai[models]
- google-genai[embedders]
- google-genai[google]
- greenlet[all]
- greenlet[memory]
- greenlet[postgres]
- groq[all]
- groq[groq]
- groq[models]
- huggingface-hub[embedders]
- huggingface-hub[all]
- mistralai[mistral]
- mistralai[models]
- mistralai[embedders]
- mistralai[all]
- motor[mongodb]
- motor[vectordb]
- motor[memory]
- motor[all]
- openai[all]
- openai[embedders]
- openai[models]
- openai[openai]
- pgvector[postgres]
- pgvector[vectordb]
- pgvector[all]
- pgvector[memory]
- pgvector[pgvector]
- pinecone[pinecone]
- pinecone[vectordb]
- pinecone[all]
- psycopg2-binary[postgres]
- psycopg2-binary[pgvector]
- psycopg2-binary[all]
- psycopg2-binary[memory]
- psycopg2-binary[vectordb]
- pymongo[all]
- pymongo[memory]
- pymongo[mongodb]
- pymongo[vectordb]
- qdrant-client[vectordb]
- qdrant-client[qdrant]
- qdrant-client[all]
- redis[redis]
- redis[all]
- redis[memory]
- sentence-transformers[embedders]
- sentence-transformers[all]
- sqlalchemy[memory]
- sqlalchemy[postgres]
- sqlalchemy[vectordb]
- sqlalchemy[pgvector]
- sqlalchemy[all]