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| author | A.J. Shulman <Shulman.aj@gmail.com> | 2024-10-17 10:41:49 -0400 |
|---|---|---|
| committer | A.J. Shulman <Shulman.aj@gmail.com> | 2024-10-17 10:41:49 -0400 |
| commit | 80d86bd5ae3e1d3dc70e7636f72a872a5fb2f01d (patch) | |
| tree | 0eaea49f596bd16720f05a6535958ab8270673c8 /src/client/views/nodes/chatbot/tools/RAGTool.ts | |
| parent | 596502c232ea6b6b88c3c58486e139074ea056ff (diff) | |
Implemented strict typechecking for tools, specifically tool inputs
Diffstat (limited to 'src/client/views/nodes/chatbot/tools/RAGTool.ts')
| -rw-r--r-- | src/client/views/nodes/chatbot/tools/RAGTool.ts | 30 |
1 files changed, 17 insertions, 13 deletions
diff --git a/src/client/views/nodes/chatbot/tools/RAGTool.ts b/src/client/views/nodes/chatbot/tools/RAGTool.ts index 4babf540a..482069f36 100644 --- a/src/client/views/nodes/chatbot/tools/RAGTool.ts +++ b/src/client/views/nodes/chatbot/tools/RAGTool.ts @@ -1,21 +1,26 @@ -import { O } from '@fullcalendar/core/internal-common'; import { Networking } from '../../../../Network'; import { Observation, RAGChunk } from '../types/types'; +import { ParametersType } from './ToolTypes'; import { Vectorstore } from '../vectorstore/Vectorstore'; import { BaseTool } from './BaseTool'; -export class RAGTool extends BaseTool { +const ragToolParams = [ + { + name: 'hypothetical_document_chunk', + type: 'string', + description: "A detailed prompt representing an ideal chunk to embed and compare against document vectors to retrieve the most relevant content for answering the user's query.", + required: true, + }, +] as const; + +type RAGToolParamsType = typeof ragToolParams; + +export class RAGTool extends BaseTool<RAGToolParamsType> { constructor(private vectorstore: Vectorstore) { super( 'rag', 'Perform a RAG search on user documents', - { - hypothetical_document_chunk: { - type: 'string', - description: "A detailed prompt representing an ideal chunk to embed and compare against document vectors to retrieve the most relevant content for answering the user's query.", - required: 'true', - }, - }, + ragToolParams, ` When using the RAG tool, the structure must adhere to the format described in the ReAct prompt. Below are additional guidelines specifically for RAG-based responses: @@ -52,15 +57,14 @@ export class RAGTool extends BaseTool { </follow_up_questions> </answer> `, - `Performs a RAG (Retrieval-Augmented Generation) search on user documents and returns a set of document chunks (text or images) to provide a grounded response based on user documents.` ); } - async execute(args: { hypothetical_document_chunk: string }): Promise<Observation[]> { + async execute(args: ParametersType<RAGToolParamsType>): Promise<Observation[]> { const relevantChunks = await this.vectorstore.retrieve(args.hypothetical_document_chunk); - const formatted_chunks = await this.getFormattedChunks(relevantChunks); - return formatted_chunks; + const formattedChunks = await this.getFormattedChunks(relevantChunks); + return formattedChunks; } async getFormattedChunks(relevantChunks: RAGChunk[]): Promise<Observation[]> { |
