v0.5.5

Modified

• updated branch_mixin for truly model agnostic experience
• now all non-openai models can invoke actions and run operations like openai models

Deprecated

• deprecated the ability to invoke action in branch.communicate function

Note:

it is recommended to use branch.operate and go structured output when you need actions. You need to set actions to True

What's Changed

• Update actions by @ohdearquant in #501
• Update action system by @ohdearquant in #502

Full Changelog: v0.5.4...v0.5.5

v0.5.4

Added:

strategies for operations,

for brainstorm and plan, now can choose among 4 different strategies to explore/exeucte

• concurrent
• sequential
• concurrent_sequential_chunk
• sequential_concurrent_chunk

What's Changed

• Add strategies by @ohdearquant in #500

Full Changelog: v0.5.3...v0.5.4

v0.5.3

Fixed:

• brainstorm function

Updated:

• various prompts,

What's Changed

• Updating prompts by @ohdearquant in #499

Full Changelog: v0.5.2...v0.5.3

v0.5.2

LION v0.5.2

🚀 Major Enhancement

• New ID System: Complete overhaul from string-based IDs to typed UUID implementation
  • Significantly faster ID validation (type check vs string format check)
  • More robust ID handling across operations
  • Better type safety with dedicated IDType wrapper

⚠️ Breaking Changes

• Previous LION ID format is not compatible with this version
• Old serialized data will need to be migrated to new UUID format

🛠 Technical Improvements

• Updated core components to use new ID system
• Enhanced timestamp validation
• More efficient collection operations with typed IDs

📦 Installation

pip install lionagi

What's Changed

• Update ID system by @ohdearquant in #481

Full Changelog: v0.5.1...v0.5.2

v0.5.1

LION v0.5.1

🚀 What's New

• Added support for model-specific role handling via allowed_roles property
• Improved system message handling for providers without system role support
• Enhanced structured output with response_format parameter
• Added conversation clearing with clear_messages()

🛠 Improvements

• Added allowed_roles to all model services (Anthropic, Groq, OpenAI, etc.)
• Fixed API key handling and environment variable names
• Enhanced error messages and parameter validation
• Improved documentation with new examples and workflows

📦 Installation

uv pip install lionagi

What's Changed

• Update service by @ohdearquant in #480

Full Changelog: v0.5.0...v0.5.1

v0.5.0

quite a change, tutorials will be arriving daily.

What's Changed

• major updates, completely not backward compatible - announcing making of lion2 by @ohdearquant in #467
• V5 patch1 - code clean up by @ohdearquant in #469
• V5 patch2 debug lib by @ohdearquant in #470
• Updating service by @ohdearquant in #471
• feat: implement strategy executors for concurrent and sequential proc… by @ohdearquant in #472
• Adding strategy - patch 2 by @ohdearquant in #473
• Debugging protocols by @ohdearquant in #474
• Check protocols debug libs by @ohdearquant in #475
• Update messages by @ohdearquant in #476
• Updates by @ohdearquant in #477
• Updates by @ohdearquant in #478
• updated by @ohdearquant in #479

Full Changelog: v0.4.0...v0.5.0

v0.4.0

merged commits

What's Changed

• v0.2.3 Reorgaization by @ohdearquant in #403
• Updating libs by @ohdearquant in #404
• Updating libs by @ohdearquant in #405
• added token calculator by @ohdearquant in #406
• 0.3.0 dev by @ohdearquant in #407
• Updating libs by @ohdearquant in #409
• settled on v0.3 structure by @ohdearquant in #411
• organizing folders by @ohdearquant in #412
• Update GitHub workflows for CI/CD by @ohdearquant in #414
• updated converter by @ohdearquant in #420
• Dev imodel by @ohdearquant in #438
• Service by @ohdearquant in #439
• Switching to lionfuncs by @ohdearquant in #452
• Changing base by @ohdearquant in #458
• Dev ops4 by @ohdearquant in #457
• Dev ops by @ohdearquant in #455
• Bump to 4 by @ohdearquant in #453
• dev operations by @ohdearquant in #451
• v0.4.0 nightly by @ohdearquant in #441
• Dev expert by @ohdearquant in #437
• Service Test Version by @ohdearquant in #421
• V0.3 dev by @ohdearquant in #460
• Transition to core by @ohdearquant in #459

Full Changelog: v0.3.8...v0.4.0

v0.3.8

Release Note (v0.3.8)

🎉 New Features

NoteBook: https://github.com/lion-agi/lionagi/blob/main/notebooks/test_agi_ops.ipynb

Intelligent Operations Suite

• brainstorm: Generate and evaluate multiple solution approaches

  ideas = await brainstorm(
      num_steps=3,
      instruction="Solve user authentication",
      reason=True
  )

• rank: Multi-agent ranking system with consensus building

  rankings = await rank(
      choices=candidates,
      num_scorers=10,
  )

• score: Flexible scoring system with customizable parameters

  result = await score(
      instruction="Evaluate code quality",
      score_range=(1, 100),
      precision=2
  )

• select: Intelligent selection with fuzzy matching

  selected = await select(
      choices=options,
      max_num_selections=2,
      return_enum=True
  )

🔨 Improvements

Core Enhancements

• Enhanced operation modularity and customization
• Improved error handling and debugging
• Better type safety and validation
• More reliable dependency management

Architecture

• Cleaner module organization
• Better separation of concerns
• More efficient resource usage
• Enhanced testing infrastructure

📝 Breaking Changes

• Tutorial data now requires separate download
• Updated core dependency requirements
• Modified some API signatures for better type safety

What's Changed

• Dev ops3 by @ohdearquant in #456

Full Changelog: v0.3.7...v0.3.8

v0.3.7

Modified

changed id to use core id system,

BREAKING CHANGE

the format for timestamp have changed to be standard iso string, replacing previous custom version

What's Changed

• Switching to lionfuncs by @ohdearquant in #449
• Updating using lionfuncs by @ohdearquant in #454

Full Changelog: v0.3.6...v0.3.7

v0.3.6

Added:

various models for direct, such as ReasonModel, ActionModel...

new implementation of select, now can also return enum value, will replace existing select function in direct interface in future versions. probably v0.4.0

What's Changed

• added new select by @ohdearquant in #450

Full Changelog: v0.3.5...v0.3.6