v0.1.6

What's Changed

• Improve the toolbox logger by @gitbuda in #84
• Improve agent experience by @antejavor in #83
• Add LightRAG integration by @gitbuda in #82
• Improve agent experience by @antejavor in #89
• Improve sql2memgraph experience by @antejavor in #90
• Add suport for Gemini and Antropic by @antejavor in #91
• Fix LLM construction in interactive mode. by @antejavor in #94
• fix: Fix MCP server host and transport in Docker environment by @tonilastre in #86
• Add unstructured2graph by @gitbuda in #92
• Improve unstructured2graph by @gitbuda in #96
• Sync the FastMCP api by @antejavor in #95
• Feature: Write-Read mode by @antejavor in #97
• Update dependecies to Langchain v1. by @antejavor in #99
• Fix merge counter by @antejavor in #100
• Add support for multiple servers by @antejavor in #101
• Memgraph experimental by @antejavor in #103
• Fix duplication. by @antejavor in #104
• Fix Pytorch dependency by @antejavor in #106
• Update MCP README.md by @antejavor in #109
• Add unstructured2graph improvements by @gitbuda in #98
• Release ai-toolkit integrations by @antejavor in #110

New Contributors

• @tonilastre made their first contribution in #86

Full Changelog: v0.1.5...v0.1.6

v0.1.5

What's Changed

• Add sentence embedding util by @gitbuda in #72
• Add coherence embeddings-based DeepEval metric by @gitbuda in #74
• Add MCP client prompt lib by @gitbuda in #73
• Bump the release versions by @gitbuda in #80

Full Changelog: v0.1.4...v0.1.5

v0.1.4

What's Changed

• Memgraph agent 0 by @antejavor in #37
• Add README to the agent by @antejavor in #47
• Fix table counting and MySQL config error by @antejavor in #48
• Sync Memgraph schema by @antejavor in #55
• Schema validation by @antejavor in #56
• Improve constraint experience by @antejavor in #60
• Fix interactive experience by @antejavor in #61
• Add node vector search tool by @gitbuda in #67
• Add node neighborhood tool by @gitbuda in #69
• Improve experience on IMDb. by @antejavor in #70
• Remove the .python-version file from memgraph-toolbox by @gitbuda in #75
• Release Memgraph Toolbox 0.1.5 by @antejavor in #77
• Add new tools to the MCP server integration by @gitbuda in #71
• Add relevance expansion and vector search tools to langchain. by @antejavor in #78

New Contributors

• @gitbuda made their first contribution in #67

Full Changelog: v0.1.3...v0.1.4

v0.1.3

What's Changed

• Add Dockerfile for Memgraph MCP server by @mitch-b in #31
• Add CI tests for toolbox, mcp and langchain by @antejavor in #32
• Fix langraph test by @antejavor in #35
• Fix naming of base toolbox. by @antejavor in #36
• Support named databases by @mitch-b in #33
• Fix temporal types form Neo4j driver by @antejavor in #39
• Release action for automatic deploying to PyPi by @antejavor in #34
• Release prep 0.1.3 by @antejavor in #40

New Contributors

• @mitch-b made their first contribution in #31

Full Changelog: v0.1.0...v0.1.3

v0.1.2

What's Changed

• Update toolbox dependency for mcp and langchain. by @antejavor in #27
• Update versions for release, 0.1.2 by @antejavor in #28

Full Changelog: v0.1.0...v0.1.2

Release v0.1.1

What's Changed

• Fix MCP config. by @antejavor in #8
• Update readme by @matea16 in #10
• Fix URL and envs by @antejavor in #11
• Add memgraph specific toolbox implementation by @antejavor in #23
• Fix langchain class and examples by @antejavor in #22

New Contributors

• @matea16 made their first contribution in #10

Full Changelog: v0.1.0...v0.1.1

v0.1.0

What's Changed

• Restructure project and introduce tools by @antejavor in #1
• Downgrade python version by @antejavor in #2
• Prepare for inital release. by @antejavor in #3
• Release Langchain as toolkit by @antejavor in #4
• Update repo README by @antejavor in #5
• Fix running instructions for MCP. by @antejavor in #6
• Toolkit release version bump by @antejavor in #7

New Contributors

• @antejavor made their first contribution in #1

Full Changelog: https://github.com/memgraph/ai-toolkit/commits/v0.1.0