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feat(agent): More agent tweaks

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This commit is contained in:
Willie Zutz 2025-06-22 13:35:01 -06:00
parent c3e845e0e2
commit a8eaadc6ed
11 changed files with 169 additions and 26 deletions
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13
src/lib/utils/analyzePreviewContent.ts
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@ -19,6 +19,7 @@ export type PreviewContent = {
export const analyzePreviewContent = async (
previewContents: PreviewContent[],
query: string,
taskQuery: string,
chatHistory: BaseMessage[],
llm: BaseChatModel,
systemInstructions: string,
@ -60,14 +61,15 @@ Snippet: ${content.snippet}
console.log(`Invoking LLM for preview content analysis`);
const analysisResponse = await llm.invoke(
`${systemPrompt}You are a preview content analyzer, tasked with determining if search result snippets contain sufficient information to answer a user's query.
`${systemPrompt}You are a preview content analyzer, tasked with determining if search result snippets contain sufficient information to answer the Task Query.
# Instructions
- Analyze the provided search result previews (titles + snippets), and chat history context to determine if they collectively contain enough information to provide a complete and accurate answer to the user's query
- Analyze the provided search result previews (titles + snippets), and chat history context to determine if they collectively contain enough information to provide a complete and accurate answer to the Task Query
- You must make a binary decision: either the preview content is sufficient OR it is not sufficient
- If the preview content can provide a complete answer to the query, respond with "sufficient"
- If the preview content lacks important details, requires deeper analysis, or cannot fully answer the query, respond with "not_needed: [specific reason why full content analysis is required]"
- If the preview content can provide a complete answer to the Task Query, respond with "sufficient"
- If the preview content lacks important details, requires deeper analysis, or cannot fully answer the Task Query, respond with "not_needed: [specific reason why full content analysis is required]"
- Be specific in your reasoning when the content is not sufficient
- The original query is provided for additional context, only use it for clarification of overall expectations and intent. You do **not** need to answer the original query directly or completely
- Output your decision inside a \`decision\` XML tag
# Information Context:
@ -79,6 +81,9 @@ ${formattedChatHistory ? formattedChatHistory : 'No previous conversation contex
# User Query:
${query}
# Task Query (what to answer):
${taskQuery}
# Search Result Previews to Analyze:
${formattedPreviewContent}
`,