v0.1.0 rewrite

Added:

• InstructionMapExecutor: a multi-headed graph executor for agent @Alina-Luo

• Signal, Mailbox for intra-node communications

• work and Worker classes

• Tree and TreeNode, representing a tree structured graph

• Transfer for mails in transit

• relations pydantic dataclass to keep track of all edges of a node

Modified

• re-write base

• renamed core.schema to core.generic

• renamed core.structure to core.graph

• renamed core.prompt to core.form

• modified Node hierarchy to use pydantic where we can

• depreciated DataNode, CommunicatableNode, BaseRelateableNode, all are consolidated into Node

• renamed Relationship to Edge

• Modified Edge management logic. Now, there can be multiple edges between two nodes, differentiated by condition and label

• Changed Edge management to Node level, now any Node can relate with any other Node

• changed Edge creation and delete system to node.relate(node, ...), unrelate(node, ...)

• depreciated add_edge in StructureExecutor, changed to relate_nodes

• moved field_validator to libs.ln_validate

• renamed PromptTemplate to Form

• renamed Edge direction from in/out to pointed_by/points_to

What's Changed

• Update executable instruction mapping by @Alina-Luo in #319
• merging previous by @ohdearquant in #321
• Dev prompting by @ohdearquant in #320
• Ohdearquant main by @ohdearquant in #322
• Dev v1 by @ohdearquant in #323

Full Changelog: v0.0.316...v0.1.0

v0.0.316 plan

Added:

direct.plan,
chain of thoughts,
chain of react

What's Changed

• chain of thoughts / react by @ohdearquant in #316
• chain of react notebook by @ohdearquant in #317

Full Changelog: v0.0.315...v0.0.316

v0.0.315 load/chunk

Added:

Reintroduced loading and chunking data using llama_index and langchain. @Alina-Luo

• load
• chunk

What's Changed

• v0.0.315 chunk / load by @ohdearquant in #315

Full Changelog: v0.0.314...v0.0.315

v0.0.314 react

Added:

direct.react : single step reason + action

What's Changed

• corrected typos by @ohdearquant in #312
• updated notebook by @ohdearquant in #313
• v0.0.314 one step react by @ohdearquant in #314

Full Changelog: v0.0.313...v0.0.314

v0.0.313

Fixed:

Agent and structure. @Alina-Luo

v0.0.312

fixed:

prompt template

Added:

field level category choosing

What's Changed

• fixed prompt template by @ohdearquant in #308

Full Changelog: v0.0.311...v0.0.312

v0.0.311 vote

Added:

direct.vote

What's Changed

• updated RAG dev notebook by @ohdearquant in #305
• tried_moe by @ohdearquant in #306
• Merge direct by @ohdearquant in #307

Full Changelog: v0.0.310...v0.0.311

v0.0.310 Prompt Template

Similar to DSPy signature, LionAGI prompt template is a Pydantic based structured way of interacting with LLM.

v0.0.308

Fixed:

A problem with pydantic

What's Changed

• pydantic hotfix by @ohdearquant in #303

Full Changelog: v0.0.307...v0.0.308

v0.0.307 agent

Added:

• Graph based Agent system that can invoke tools and other actions, read more in notebooks. @Alina-Luo

What's Changed

• Merge direct by @ohdearquant in #302

Full Changelog: v0.0.306...v0.0.307