Changelog

All notable changes to the Daita framework and CLI are documented here

Azure Catalog Support & Memory Graph Split

AddedChangedFixed

Skills System, GCP Catalog Support & Graph Traversal Tools

AddedChangedRemoved

Patch: Memory graph entity scoring & tracing spans

AddedChangedFixed

Embedding Providers, Ollama, Memory Graph & Working Memory

AddedChangedFixed

Catalog Overhaul, Memory Optimization and more

AddedChangedFixed

Change: Trace ID included in agent run output

Patch: Input tracing & agent internals cleanup

OpenTelemetry Tracing & CLI Extraction

Patch: Settings key lookup, lineage visualizer, MCP install hint

Google Drive, Memory Intelligence & Plugin Standardization

AddedChangedFixed

from_db(), Watch System & Data Plugins

AddedChangedFixedRemoved

Data Ops Plugins

AddedChangedFixedRemoved

Catalog, Lineage & Graph System

Memory backend enhancements

Memory & Email Plugins

Token Tracking Fix & Timeout Configuration

LLM Provider Tool Calling Fixes & Gemini Migration

Agent Class Rename & New Operational Plugins

WebSearch Plugin

Bug Fixes - MongoDB, MySQL, S3

Retry System Fix

Vector Database Plugins

JSON Serialization Fix

Developer Experience Improvements

ImprovedChanged

Plugin Tool Registration & Snowflake Browser Auth

Tool Calling & Focus Fixes

Universal Streaming Support

Snowflake Plugin

FixedAddedChanged

Executions & Deployments Fixes

CLI Display Fix

Tool Calling Improvements

Tool Registration Fix

Initial Beta Release