Building Private Healthcare AI Assistant for Clinics Using Qdrant Hybrid Cloud, DSPy and Groq - Llama3 aiai-securityai-assistantqdrantgroq-apidspy-ai UpdatedMay 22, 2024 Jupyter Notebook sachink1729/DSPy-Multi-
qdrant = ["qdrant-client>=1.6.2", "fastembed>=0.2.0"] marqo = ["marqo"] epsilla = ["pyepsilla~=0.3.7"] pinecone = ["pinecone-client~=2.2.4"] weaviate = ["weaviate-client~=4.5.4"] milvus = ["pymilvus~=2.3.7"]
qdrant=["qdrant-client>=1.6.2", "fastembed>=0.2.0"] marqo=["marqo"] epsilla=["pyepsilla~=0.3.7"] pinecone=["pinecone-client~=2.2.4"] weaviate=["weaviate-client~=4.5.4"] milvus=["pymilvus~=2.3.7"] aws=["boto3~=1.34.78"] ...
qdrant=["qdrant-client~=1.6.2", "fastembed~=0.1.0"] chromadb=["chromadb~=0.4.14"] marqo=["marqo"] docs=[ "sphinx>=4.3.0", "furo>=2023.3.27", "docutils<0.17", "m2r2", "myst-parser", "myst-nb", "sphinx-autobuild", ...
pip install dspy-ai[chromadb] # or [lancedb] or [groq] or [marqo] or [milvus] or [mongodb] or [myscale] or [pinecone] or [qdrant] or [snowflake] or [weaviate] 2) DocumentationThe DSPy documentation is divided into tutorials (step-by-step illustration of solving a task in DSP...
supplementary document ``` pip install dspy-ai[chromadb]#or [groq] or [marqo] or [milvus] or [mongodb] or [myscale] or [pinecone] or [qdrant] or [snowflake] or [weaviate]
"qdrant": ["qdrant-client", "fastembed"], "marqo": ["marqo~=3.1.0"], "mongodb": ["pymongo~=3.12.0"], "pinecone": ["pinecone-client~=2.2.4"], "weaviate": ["weaviate-client~=4.6.5"], "faiss-cpu": ["sentence_transformers", "faiss-cpu"], "milvus": ["pymilvus~=2.3.7...
| Sparse Embedding Retrieval with Qdrant and FastEmbed| | | Extract Metadata Filters from a Query |
pip install dspy-ai[chromadb] # or [qdrant] or [marqo] or [mongodb] or [pinecone] or [weaviate] or [milvus] pip install dspy-ai[chromadb] # or [qdrant] or [marqo] or [mongodb] or [pinecone] or [snowflake] or [weaviate] or [milvus] ``` ## 2) Documentation Expand Down...
pip install dspy-ai[chromadb] # or [lancedb] or [groq] or [marqo] or [milvus] or [mongodb] or [myscale] or [pinecone] or [qdrant] or [snowflake] or [weaviate] 2) DocumentationThe DSPy documentation is divided into tutorials (step-by-step illustration of solving a task in DSP...