Refactor Ask Anything Page to use AI SDK#130
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| } from 'ai' | ||
| import { Document } from 'langchain/document' | ||
| import { formatDocumentsAsString } from 'langchain/util/document' | ||
| import { z } from 'zod' |
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| const openAIApiKey = apiKey || process.env.RIPESEED_OPENAI_API_KEY! | ||
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| // Get the last user message | ||
| const lastMessage = messages[messages.length - 1] | ||
| const userQuery = | ||
| lastMessage.parts.find((part) => part.type === 'text')?.text || '' | ||
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logic: Missing input validation for API key and messages array can crash the server. Add checks to handle missing or invalid inputs.
Suggested change
| const openAIApiKey = apiKey || process.env.RIPESEED_OPENAI_API_KEY! | |
| // Get the last user message | |
| const lastMessage = messages[messages.length - 1] | |
| const userQuery = | |
| lastMessage.parts.find((part) => part.type === 'text')?.text || '' | |
| const openAIApiKey = apiKey || process.env.RIPESEED_OPENAI_API_KEY | |
| if (!openAIApiKey) { | |
| return new Response('Missing API key', { status: 400 }) | |
| } | |
| if (!messages || messages.length === 0) { | |
| return new Response('Empty message history', { status: 400 }) | |
| } | |
| // Get the last user message | |
| const lastMessage = messages[messages.length - 1] | |
| const userQuery = | |
| lastMessage.parts.find((part) => part.type === 'text')?.text || '' |
| href={href} | ||
| target="_blank" | ||
| className="group flex list-none items-center justify-between transition duration-300" | ||
| target='_blank' |
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security: Links with target='_blank' are missing rel='noopener noreferrer'. This can lead to security vulnerabilities.
Suggested change
| target='_blank' | |
| target='_blank' rel='noopener noreferrer' |
…tion or class' Co-authored-by: Copilot Autofix powered by AI <223894421+github-code-quality[bot]@users.noreply.github.com>
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PR Summary by Typo
Overview
This PR refactors the "Ask Anything" chat page to utilize the Vercel AI SDK, enhancing its capabilities by integrating multiple AI models and enabling Retrieval Augmented Generation (RAG) with document context.
Key Changes
useChatMessagesWithDocshook to centralize chat message management, IndexedDB persistence, and AI SDK integration for document-aware chats./api/chat/send-messageendpoint to leverage the AI SDK'sstreamTextfunction, adding support for OpenAI, Deepseek, and XAI models, and integrating Pinecone for RAG.ChatMessagescomponent by delegating chat logic to the newuseChatMessagesWithDocshook and utilizing a newMessageListcomponent for rendering.Work Breakdown
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