infimum-core 1.2.17

Infimum core library: base, engine, database, AI (LLM/VLM/speech), utils

infimum-core

Infimum core library: base entities, engine (DI/context/startup), database layer (PostgreSQL, Milvus, Qdrant, MongoDB), AI (LLM, VLM, speech, embeddings), and utilities.

Documentation: From repo root run pip install -e ./core && pip install -r docs/requirements.txt && mkdocs serve, then open http://127.0.0.1:8000. Or run mkdocs build to output the static site to site/.

Install

From PyPI:

pip install infimum-core

From GitHub (default branch):

pip install "git+https://github.com/inf-codebase/infimum.git#subdirectory=core"

From a GitHub release: use the release tag (e.g. v0.1.0) with @tag before #subdirectory:

pip install "git+https://github.com/inf-codebase/infimum.git@v0.1.0#subdirectory=core"

From a specific branch: e.g. ...infimum.git@main#subdirectory=core.

Then import core in Python. Local editable: pip install -e ./core from repo root. With uv: uv sync --project core from repo root. Optional extras: pip install infimum-core[all-db,security,llm] (see table below).

Optional extras

Extra	Description
mongo	MongoDB support (pymongo, motor)
milvus	Milvus vector database
qdrant	Qdrant vector database
all-db	All database backends (mongo, milvus, qdrant)
security	JWT, password hashing (bcrypt, python-jose)
llm	LLM/agent stack (LangChain, LangGraph)

Usage

Import remains unchanged:

import core
from core.base.entity import BaseEntity, Document
from core.database import DatabaseManager, VectorIndexConfig
from core.engine import context, startup
from core.utils import string_utils, auto_config

Subpackages

• core.base — Entities, registry, repository base
• core.engine — Context, decorators, startup, security (optional)
• core.database — Database managers and interfaces (Postgres, Milvus, Qdrant, Mongo)
• core.ai — LLM, VLM, speech, embeddings, data loaders, preprocessing
• core.utils — Config, embedding helpers, crawling, Redis, validation, etc.