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Bump version: 1.1.20 → 1.1.21
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-19
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.bumpversion.cfg

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[bumpversion]
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current_version = 1.1.20
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current_version = 1.1.21
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commit = True
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tag = True
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[bumpversion:file:pyproject.toml]
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search = version = "{current_version}"
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replace = version = "{new_version}"
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search = {current_version}
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replace = {new_version}
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[bumpversion:file:README.md]
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search = Version: {current_version}
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replace = Version: {new_version}
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[bumpversion:file:Dockerfile]
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search = vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,a2a]>={current_version}
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replace = vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,a2a]>={new_version}
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search = vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,huggingface,agent]>={current_version}
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replace = vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,huggingface,agent]>={new_version}
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[bumpversion:file:vector_mcp/agent.py]
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search = __version__ = "{current_version}"

Dockerfile

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@@ -54,6 +54,6 @@ ENV HOST=${HOST} \
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RUN apt-get update \
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&& apt-get install -y ripgrep tree fd-find curl nano libpq-dev \
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&& curl -LsSf https://astral.sh/uv/install.sh | sh \
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&& uv pip install --system --upgrade --verbose --no-cache --break-system-packages --prerelease=allow vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,a2a]>=1.1.20
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&& uv pip install --system --upgrade --verbose --no-cache --break-system-packages --prerelease=allow vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,huggingface,agent]>=1.1.21
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CMD ["vector-mcp"]

README.md

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![PyPI - Wheel](https://img.shields.io/pypi/wheel/vector-mcp)
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![PyPI - Implementation](https://img.shields.io/pypi/implementation/vector-mcp)
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*Version: 1.1.20*
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*Version: 1.1.21*
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## Overview
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pyproject.toml

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[project]
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name = "vector-mcp"
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version = "1.1.20"
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version = "1.1.21"
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description = "Integrate RAG into AI Agents via MCP Server. Supports multiple Vector database technologies."
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readme = "README.md"
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authors = [{ name = "Audel Rouhi", email = "knucklessg1@gmail.com" }]
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license = { text = "MIT" }
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classifiers = [ "Development Status :: 5 - Production/Stable", "License :: Public Domain", "Environment :: Console", "Operating System :: POSIX :: Linux", "Programming Language :: Python :: 3",]
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requires-python = ">=3.10"
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dependencies = [
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"agent-utilities[embeddings,mcp]>=0.1.9",
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"agent-utilities[embeddings-openai,mcp]>=0.2.3",
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"chromadb>=1.5.1",
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"markdownify>=1.2.2",
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"beautifulsoup4>=4.14.3",
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"sentence_transformers>=5.2.2",
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]
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agent = [
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"agent-utilities[agent]>=0.1.9",
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"agent-utilities[agent]>=0.2.2",
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]
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all = [
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"vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,huggingface,agent]>=1.1.19"
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"vector-mcp[postgres,chromadb,couchbase,qdrant,mongodb,huggingface,agent]>=1.1.21"
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]
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[project.scripts]

vector_mcp/agent.py

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from agent_utilities.base_utilities import to_integer, to_boolean
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from agent_utilities.agent_utilities import get_mcp_config_path
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__version__ = "1.1.20"
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__version__ = "1.1.21"
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logging.basicConfig(
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level=logging.INFO,

vector_mcp/mcp.py

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)
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from vector_mcp.retriever.retriever import RAGRetriever
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__version__ = "1.1.20"
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__version__ = "1.1.21"
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logging.basicConfig(
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level=logging.DEBUG, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s"

vector_mcp/vectordb/__init__.py

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#!/usr/bin/python
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# coding: utf-8
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from .base import Document, VectorDB
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from .utils import get_logger
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from agent_utilities import get_logger
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:

vector_mcp/vectordb/chromadb.py

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from typing import Any, Optional
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from vector_mcp.vectordb.base import Document, ItemID, QueryResults, VectorDB
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from vector_mcp.vectordb.utils import (
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from vector_mcp.vectordb.db_utils import (
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get_logger,
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optional_import_block,
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require_optional_import,

vector_mcp/vectordb/couchbase.py

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from typing import Any, Optional, Union
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from vector_mcp.vectordb.base import Document, ItemID, QueryResults, VectorDB
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from vector_mcp.vectordb.utils import (
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from vector_mcp.vectordb.db_utils import (
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get_logger,
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optional_import_block,
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require_optional_import,

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