README
¶
Sequential Thinking Tool
Sequential Thinking Tool is a tool for dynamic and reflective problem-solving through a structured thinking process. Inspired by @modelcontextprotocol /sequentialthinking, it guides LLM through a series of questions to help them think through problems step-by-step.
Features
- Guided step-by-step thinking process.
- Dynamic questioning and reflection.
- Enhances problem-solving abilities.
Usage
The Sequential Thinking tool is designed for:
- Breaking down complex problems into steps
- Planning and design with room for revision
- Analysis that might need course correction
- Problems where the full scope might not be clear initially
- Tasks that need to maintain context over multiple steps
- Situations where irrelevant information needs to be filtered out
Install
go get github.com/cloudwego/eino-ext/components/tool/sequentialthinking@latest
Quick Start
package main
import (
"context"
"fmt"
"github.com/bytedance/sonic"
"github.com/cloudwego/eino-ext/components/tool/sequentialthinking"
)
func main() {
ctx := context.Background()
// Instantiate the tool
tool, err := sequentialthinking.NewTool()
if err != nil {
panic(err)
}
args := &sequentialthinking.ThoughtRequest{
Thought: "This is a test thought",
ThoughtNumber: 1,
TotalThoughts: 3,
NextThoughtNeeded: true,
}
argsStr, _ := sonic.Marshal(args)
// Use the tool
// (This is just a placeholder; actual usage will depend on the tool's functionality)
result, err := tool.InvokableRun(ctx, string(argsStr))
if err != nil {
panic(err)
}
// Process the result
// (This is just a placeholder; actual processing will depend on the tool's output)
fmt.Println(result)
}
Examples
See the examples directory for complete usage examples.
Documentation
¶
Index ¶
Constants ¶
This section is empty.
Variables ¶
This section is empty.
Functions ¶
func NewTool ¶
func NewTool() (tool.InvokableTool, error)
NewTool creates a new sequential thinking tool instance. Returns:
- tool: An invokable tool interface
- err: An error if tool creation fails
Types ¶
type ThoughtRequest ¶
type ThoughtRequest struct {
Thought string `json:"thought" jsonschema:"required" jsonschema_description:"Your current thinking step"`
ThoughtNumber int `json:"thought_number" jsonschema:"required" jsonschema_description:"Current thought number"`
TotalThoughts int `json:"total_thoughts" jsonschema:"required" jsonschema_description:"Estimated total thoughts needed"`
IsRevision bool `json:"is_revision,omitempty" jsonschema_description:"Whether this revises previous thinking"`
RevisesThought int `json:"revises_thought,omitempty" jsonschema_description:"Which thought is being reconsidered"`
BranchFromThought int `json:"branch_from_thought,omitempty" jsonschema_description:"Branching point thought number"`
BranchID string `json:"branch_id,omitempty" jsonschema_description:"Branch identifier"`
NeedsMoreThoughts bool `json:"needs_more_thoughts,omitempty" jsonschema_description:"If more thoughts are needed"`
NextThoughtNeeded bool `json:"next_thought_needed" jsonschema:"required" jsonschema_description:"Whether another thought step is needed"`
}
ThoughtRequest represents a single step in the sequential thinking process. It captures the thought content and metadata about the thinking process.
type ThoughtResult ¶
type ThoughtResult struct {
Content string `json:"content" jsonschema:"required" jsonschema_description:"Your current thinking step"`
ThoughtNumber int `json:"thought_number" jsonschema:"required" jsonschema_description:"Current thought number"`
TotalThoughts int `json:"total_thoughts" jsonschema:"required" jsonschema_description:"Estimated total thoughts needed"`
NextThoughtNeeded bool `json:"next_thought_needed" jsonschema:"required" jsonschema_description:"Which thought is needed"`
Branches []string `json:"branches" jsonschema_description:"Branch identifier"`
ThoughtHistoryLength int `json:"thought_history_length" jsonschema_description:"Length of thoughts history needed"`
}
ThoughtResult represents the formatted output of processing a thought. It contains the content to display and metadata about the thinking state.
Source Files
Directories
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