**Objective**
To develop an AI-powered assistant that can efficiently read and analyze a link from the Facebook Marketplace, extract key details about an item listed for sale, cross-reference these details with a predefined price sheet to generate a quote, and interact with the customer based on their feedback to the quote.
**Functional Requirements**
1. Link Processing
- The system should be able to accept a link from the Facebook Marketplace.
- Extract the content from the provided link.
2. Information Extraction
- The AI should identify and extract key details about the item from the link.
This may include:
- Item Name
- Description
- Image(s)
- Seller Information (if required)
- Any other specifics related to the item.
3. Price Quotation
- The AI should cross-reference the extracted details against a predefined price sheet.
- Calculate the quote based on matching criteria.
- If the AI cannot find sufficient details to provide a quote, it should initiate a follow-up process to gather missing information.
4. Customer Interaction
- The system should be able to communicate with the customer.
- If further information is required for a quote, the AI should ask targeted questions to gather the missing details.
- Once a quote is generated, the AI should provide the customer with the offer.
- Based on the customer's feedback to the offer, the AI should follow up with predefined responses. These responses can be positive (e.g., confirming the deal), negative (e.g., explaining the rationale behind the price), or neutral (e.g., providing more details about the quote).
Technical Requirements
1. Integration
- Seamless integration with Facebook API or web scraping tools to fetch details from Marketplace links.
2. AI & Machine Learning
- Natural Language Processing (NLP) capabilities for understanding and extracting item details.
- Image recognition capabilities (if needed) to analyze item photos.
- Logic or decision trees for determining quote prices based on the price sheet.
3. Database
- Store the predefined price sheet for referencing.
- Optionally, maintain a log of all processed links and generated quotes for future references or analytics.
4. Security
- Ensure secure handling of Facebook links and any personal information extracted.
- Implement data protection and privacy measures in line with relevant regulations.
5. User Interface (Optional)
- A dashboard or interface for users to input Facebook links, view extracted details, and see the generated quotes.
- A section to manage and update the price sheet.
Considerations
1. Data Privacy.
- Ensure that the system only accesses public information on the Facebook Marketplace and does not infringe on any user's privacy.
2. Accuracy
- The AI's extraction and quotation accuracy should be high to ensure trust and reliability.
3. Scalability
- The system should be scalable to handle a large number of links and provide quotes in real-time or near-real-time. Should be able to add other messaging platforms in the future.
4. Updates & Maintenance
- The price sheet might need regular updates. Ensure easy manageability.
- Keep the system updated with any changes in the structure or layout of the Facebook Marketplace to ensure continued accuracy in data extraction.
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