You will get Semantic Search AI Agent
Project details
Replace the outdated keyword-based system with a semantic AI search that could understand natural language.
Enable users to find precise, contextually relevant answers regardless of how they phrased their queries.
Maintain scalability and ensure that the new system could handle future data expansion efficiently.
Integrate the AI solution seamlessly with their existing SQL Server infrastructure.
Our Approach
We approached the project by designing a semantic search pipeline using the LangChain framework, known for its versatility in building Retrieval-Augmented Generation (RAG) and AI-based data applications. The solution was carefully planned in multiple stages — from data preprocessing and embedding creation to retrieval optimization and final integration with the user interface.
Here’s how the process unfolded step by step:
1. Data Understanding and Preprocessing
2. Embedding Generation and Vectorization
3. Integration with LangChain’s Retrieval Framework
4. Natural Language Understanding and Ranking
5. Optimization and Scalability
6. Testing and Validation
Enable users to find precise, contextually relevant answers regardless of how they phrased their queries.
Maintain scalability and ensure that the new system could handle future data expansion efficiently.
Integrate the AI solution seamlessly with their existing SQL Server infrastructure.
Our Approach
We approached the project by designing a semantic search pipeline using the LangChain framework, known for its versatility in building Retrieval-Augmented Generation (RAG) and AI-based data applications. The solution was carefully planned in multiple stages — from data preprocessing and embedding creation to retrieval optimization and final integration with the user interface.
Here’s how the process unfolded step by step:
1. Data Understanding and Preprocessing
2. Embedding Generation and Vectorization
3. Integration with LangChain’s Retrieval Framework
4. Natural Language Understanding and Ranking
5. Optimization and Scalability
6. Testing and Validation
AI Development Type
Recommendation SystemWhat's included $1,500
These options are included with the project scope.
$1,500
- Delivery Time 60 days
- AI Model Integration
About Parth
AI Agent Developer
Jaipur, India - 4:37 pm local time
So whether you need a hand with your routine tasks, or if you are setting up something new for your business, I am your guy!
Steps for completing your project
After purchasing the project, send requirements so Parth can start the project.
Delivery time starts when Parth receives requirements from you.
Parth works on your project following the steps below.
Revisions may occur after the delivery date.
Project and scope discussions