proximadb
Python client SDK for ProximaDB — a cloud-native vector + graph database engineered for AI-first applications (vector search, OLTP/OLAP, graph, document, multimodal) over REST, gRPC, Arrow Flight, and the PostgreSQL wire protocol.
- Distribution:
proximadb(PyPI) · import:proximadb_sdk - In-process engine:
proximadb_embedded(native PyO3 wheels) —pip install 'proximadb[embedded]'
Install
pip install proximadb # client SDK (REST/gRPC/Flight)
pip install 'proximadb[embedded]' # + in-process native engine (no server)
pip install 'proximadb[embeddings]' # + local embedding providers
pip install 'proximadb[codegraph]' # + shared code->CPG chunker (victor-codegraph)
Extras compose, e.g. pip install 'proximadb[embeddings,langchain,llama_index]'.
Quickstart
from proximadb_sdk import ProximaDBClient
client = ProximaDBClient(url="http://localhost:5678")
client.create_collection("docs", dimension=384)
client.insert("docs", vectors=[...], ids=[...])
hits = client.search("docs", query=[...], top_k=5)
Embedded (in-process, no server):
from proximadb_embedded import Client # requires the [embedded] extra
db = Client(data_dir="./data")
Transports
The SDK speaks REST (ergonomics), gRPC (typed RPC), and Arrow Flight (zero-copy bulk) on ProximaDB's multiplexed port, plus standard PostgreSQL drivers via pgwire. The REST surface is generated from the canonical OpenAPI spec behind an ergonomic facade.
License
Apache-2.0.
1 maintainer
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