Created at 1pm, Dec 29
firstbatchArtificial Intelligence
1
Harnessing LLMs for the Next Wave of Consumer Experiences
eogIABeTXLp5Y_FdJlFbq-JN4KHIrsedib3C1BvTWk0
File Type
PDF
Entry Count
31
Embed. Model
jina_embeddings_v2_base_en
Index Type
hnsw

Explore how Large Language Models (LLMs) are revolutionizing enterprise consumer interaction strategies. Dive into our comprehensive article that showcases the power of LLMs to transform business intelligence, enhance customer engagement, and drive innovative solutions in the era of AI

) messages Here is the answer from our Sales Assistant: Serving personalization on your e-commerce platform is essenti Heres why you should implement it, and how FirstBatch can hel \n\n**Why Serve Personalization on Your E-Commerce Platform:* \n\n1. **Enhanced Customer Experience:** Personalization can \n\n2. **Increased Sales and Conversions:** When customers see \n\n4. **Competitive Differentiation:** Offering a personalize \n\n1. **Navigable Experiences:** Implement features that crea
id: 0cad264c0add50963234a544dce3529a - page: 8
\n\n3. **Real-Time Personalization:** Utilize FirstBatch's rea \n\n5. **User Embeddings:** Apply FirstBatch's User Embedding \n\n**Implementation Steps:** \n\n**Implement the Open Source SDK:** Start by embedding t \n**Send Signals:** Collect and send user interaction signal \n**Request Batches:** When users are active on your platfo It seems we have a very satisfying answer to why an e-commerce platform should feature personalization. But more importantly, it relies on external knowledge about FirstBatch and acts as a FirstBatch salesperson as it describes how one can feature it. When we ask the same question to the same assistant but without the knowledge and retrieval functionality we receive the answer below which is again a nice capture of the importance of personalization but nothing related to FirstBatch. Personalization is a powerful way to differentiate your e-comm
id: 04aee3f3163095438406dd384046d69a - page: 8
\n\n**Why Personalization Matters:** \n\n1. **Enhanced User Experience**: By personalizing your pla \n\n2. **Increased Conversion Rates**: Personalization can lea \n\n3. **Improved Customer Retention**: Personalized interacti \n\n4. **Higher Average Order Value**: Personalized recommenda \n\n5. **Better Customer Insights**: By tracking customer beha Harnessing LLMs for the Next Wave of Consumer Experiences 8
id: 17aa66ec6ad35f25103935762621a3b8 - page: 8
\n\n**How to Implement Personalization:** \n\n1. **Collect and Analyze Data**: Use cookie tracking, acco \n\n2. **Segment Your Customers**: Divide your customer base i \n\n3. **Personalized Recommendations**: Employ algorithms to \n\n4. **Customized Email Marketing**: Send out targeted email \n\n5. **Dynamic Content**: Display content on your site that \n\n6. **Retargeting Campaigns**: Use ads that target users w \n\n7. **Customer Feedback**: Incorporate systems to gather c \n\n8. **Machine Learning and AI**: Invest in advanced technol \n\n By focusing on these areas, you can start to build a more We have seen that It is pretty easy to build a chat agent that can help your users or
id: 8c6b92d9f9b82bc00fb890df5c79ad59 - page: 9
How to Retrieve?
# Search

curl -X POST "https://search.dria.co/hnsw/search" \
-H "x-api-key: <YOUR_API_KEY>" \
-H "Content-Type: application/json" \
-d '{"rerank": true, "top_n": 10, "contract_id": "eogIABeTXLp5Y_FdJlFbq-JN4KHIrsedib3C1BvTWk0", "query": "What is alexanDRIA library?"}'
        
# Query

curl -X POST "https://search.dria.co/hnsw/query" \
-H "x-api-key: <YOUR_API_KEY>" \
-H "Content-Type: application/json" \
-d '{"vector": [0.123, 0.5236], "top_n": 10, "contract_id": "eogIABeTXLp5Y_FdJlFbq-JN4KHIrsedib3C1BvTWk0", "level": 2}'