core[minor]: Allow for simple tool schema to be passed to bindTools #8
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Clone of the PR langchain-ai/langchainjs#6253 |
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WalkthroughThe recent updates introduce significant improvements to the LangChain framework by enhancing the Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant ChatModel
participant Tool
User->>ChatModel: Send message
ChatModel->>Tool: Validate and process ToolSchema
Tool-->>ChatModel: Return processed data
ChatModel-->>User: Respond with message
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| @@ -33,7 +33,7 @@ import { | |||
| } from "../callbacks/manager.js"; | |||
| import type { RunnableConfig } from "../runnables/config.js"; | |||
| import type { BaseCache } from "../caches/base.js"; | |||
| import { StructuredToolInterface } from "../tools/index.js"; | |||
| import { StructuredToolInterface, ToolSchema } from "../tools/index.js"; | |||
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The import statement for ToolSchema is added but not used anywhere in the file. Unused imports can clutter the code and make it harder to read and maintain. Please remove the unused import statement for ToolSchema to keep the code clean and maintainable.
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| export interface ToolSchema { | ||
| /** | ||
| * The name of the tool to pass to the model. | ||
| */ | ||
| name: string; | ||
| /** | ||
| * An optional description of the tool to pass to the model. | ||
| */ | ||
| description?: string; | ||
| /** | ||
| * A Zod schema representing the parameters of the tool. | ||
| */ | ||
| schema: ZodObjectAny; | ||
| } |
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The new ToolSchema interface has been added, which is a good addition for allowing more concise schema definitions. However, to ensure proper functionality and prevent misuse, we should add comments explaining its intended use and limitations. Specifically, we should note that this is not intended to be used in Agents or similar contexts, as it has no function attached. Consider adding a comment above the ToolSchema interface to clarify its purpose and usage constraints.
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Actionable comments posted: 0
Outside diff range, codebase verification and nitpick comments (1)
langchain-core/src/tools/index.ts (1)
50-63: Add documentation forToolSchemausage.The
ToolSchemainterface is a valuable addition for defining concise tool schemas. However, to ensure proper usage and prevent misuse, add comments explaining its intended use and limitations. Specifically, note that it is not intended for use in Agents or similar contexts, as it lacks an attached function.+/** + * Interface for defining concise tool schemas. + * Note: This is not intended for use in Agents or similar contexts, as it lacks an attached function. + */ export interface ToolSchema { name: string; description?: string; schema: ZodObjectAny; }
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Files selected for processing (2)
- langchain-core/src/language_models/chat_models.ts (2 hunks)
- langchain-core/src/tools/index.ts (1 hunks)
Additional comments not posted (1)
langchain-core/src/language_models/chat_models.ts (1)
36-36: Remove unused import ofToolSchema.The import statement for
ToolSchemais added but not used anywhere in the file. Unused imports can clutter the code and make it harder to read and maintain. Please remove the unused import statement forToolSchemato keep the code clean and maintainable.
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Allows for a more concise schema to be passed to models. This is not intended to be used in Agents or similar since it has no function attached, and is more similar to
.withStructuredOutput.TODO:
Description by Korbit AI
Note
This feature is in early access. You can enable or disable it in the Korbit Console.
What change is being made?
Add support for passing a simple tool schema to the
bindToolsmethod by introducing theToolSchemainterface and updating theBaseChatModelclass to acceptToolSchemaas a valid input type.Why are these changes being made?
This change enhances the flexibility of the
bindToolsmethod, allowing developers to define and pass tool schemas more easily, which simplifies the integration of tools with the chat model. This approach provides a more structured and descriptive way to handle tool parameters.Summary by CodeRabbit
New Features
ToolSchemato enhance tool management within the chat model, allowing for more complex interactions and integrations.BaseChatModelto accept a broader range of message data structures, improving flexibility for developers.Improvements
ToolSchemainterface.