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99 lines
3.1 KiB
Markdown
99 lines
3.1 KiB
Markdown
# CHANGELOG of v1.0.0
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> ➡️ change; ✅ new feature; ❌ deprecate
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The overall changes from v0.x.x to v1.0.0 are summarized below.
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## Overview
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- ✅ Support asynchronous execution throughout the library
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- ✅ Support tools API thoroughly
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## ✨Session
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- ✅ Support automatic state management
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- ✅ Support session/application-level state management
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## ✨Tracing
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- ✅ Support OpenTelemetry-based tracing
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- ✅ Support third-party tracing platforms, e.g. Arize-Phoenix, Langfuse, etc.
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## ✨MCP
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- ✅ Support both client- and function-level control over MCP by a new MCP module
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- ✅ Support both "pay-as-you-go" and persistent session management
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- ✅ Support streamable HTTP, SSE and StdIO transport protocols
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## ✨Memory
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- ✅ Support long-term memory by providing a `LongTermMemoryBase` class
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- ✅ Provide a Mem0-based long-term memory implementation
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- ✅ Support both static- and agent-controlled long-term memory modes
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## Formatter
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- ✅ Support prompt construction/formatting with token count estimation
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- ✅ Support tools API in multi-agent prompt formatting
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## Model
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- ❌ Deprecate model configuration, use explicit object instantiation instead
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- ✅ Provide a new `ModelResponse` class for structured model responses
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- ✅ Support asynchronous model invocation
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- ✅ Support reasoning models
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- ✅ Support any combination of streaming/non-streaming, reasoning/non-reasoning and tools API
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## Agent
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- ❌ Deprecate `DialogAgent`, `DictDialogAgent` and prompt-based ReAct agent class
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- ➡️ Expose memory, formatter interfaces to the agent's constructor in ReActAgent
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- ➡️ Unify the signature of pre- and post- agent hooks
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- ✅ Support pre-/post-reasoning and pre-/post-acting hooks in ReActAgent class
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- ✅ Support asynchronous agent execution
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- ✅ Support interrupting agent's replying and customized interruption handling
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- ✅ Support automatic state management
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- ✅ Support parallel tool calls
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- ✅ Support two-modes long-term memory in ReActAgent class
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## Tool
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- ✅ Provide a more powerful `Toolkit` class for tools management
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- ✅ Provide a new `ToolResponse` class for structured and multimodal tool responses
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- ✅ Support group-wise tool management
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- ✅ Support agent to manage tools by itself
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- ✅ Support post-processing of tool responses
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- Tool function
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- ✅ Support both async and sync functions
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- ✅ Support both streaming and non-streaming return
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## Evaluation
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- ✅ Support ReAct agent-oriented evaluation
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- ✅ Support Ray-based distributed and concurrent evaluation
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- ✅ Support statistical analysis over evaluation results
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## AgentScope Studio
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- ✅ Support runtime tracing
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- ✅ Provide a built-in copilot agent named Friday
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## Logging
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- ❌ Deprecate `loguru` and use Python native `logging` module instead
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## Distribution
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- ❌ Deprecate distribution functionality momentarily, a new distribution module is coming soon
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## RAG
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- ❌ Deprecate RAG functionality momentarily, a new RAG module is coming soon
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## Parsers
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- ❌ Deprecate parsers module
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## WebBrowser
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- ❌ Deprecate the `WebBrowser` class and shift to MCP-based web browsing
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