Publication date: Aug 18, 2024
Please read that article and video URL to implement the chatbot, setup Neo4J, create Graph and show graph in chatbot. Video URL of the the first implementation:-2. How to build Streamlit chatbot to create Neo4J graph:-This following highlighted implementation is already covered in another article. Advanced RAG Chatbot with Neo4j Knowledge GraphThe second implementation enhances the basic RAG chatbot by integrating a Neo4j knowledge graph. Leveraging cutting-edge technologies like Streamlit, LangChain, and Neo4j, we can build sophisticated chatbots that not only retrieve information from documents but also integrate with knowledge graphs for enhanced insights. This approach will combine search technique of Cypher query and Embedding similarity search. Setting Up the EnvironmentTo start, we load necessary libraries and environment variables, and set up Neo4j credentials. How to build a chatbot to implement Hybrid search. We will implement Hybrid search techniques on the already created graph in Neo4J.
| Concepts | Keywords |
|---|---|
| 70b | Build |
| Neo4j_password | Chatbot |
| Prepare_chat_templateself | Def |
| Transformers | Environ |
| Tutorial | Graph |
| Hybrid | |
| Import | |
| Neo4j | |
| Node | |
| Os | |
| Question | |
| Retrieve | |
| Search | |
| Self | |
| Streamlit |
Semantics
| Type | Source | Name |
|---|---|---|
| drug | DRUGBANK | Nonoxynol-9 |
| gene | GENE | LDB3 |
| gene | GENE | SET |
| gene | GENE | UTP25 |
| gene | GENE | MID1 |
| gene | GENE | BPIFA4P |
| gene | GENE | CPB2 |
| gene | GENE | SH2D3C |
| gene | GENE | CHAT |
| gene | GENE | STATH |
| gene | GENE | CHL1 |
| gene | GENE | GBP1P1 |
| gene | GENE | LARGE1 |