Productivity Suite Application

Productivity Suite, a tool designed to streamline your workflow and boost productivity! Our application leverages the power of OPEA microservices to deliver a comprehensive suite of features tailored to meet the diverse needs of modern enterprises.

The ProductivitySuite example is implemented using both megaservices and the component-level microservices defined in GenAIComps. The flow chart below shows the information flow between different megaservices and microservices for this example. Prompt Registry and Chat History microservices save prompt and chat history from the ChatQnA MegaService only into the database.

flowchart LR %% Colors %% classDef blue fill:#ADD8E6,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 classDef orange fill:#FBAA60,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 classDef orchid fill:#C26DBC,stroke:#ADD8E6,stroke-width:2px,fill-opacity:0.5 classDef invisible fill:transparent,stroke:transparent; style ChatQnA-MegaService stroke:#000000 %% Subgraphs %% subgraph ChatQnA-MegaService["ChatQnA MegaService "] direction LR EM([Embedding MicroService]):::blue RET([Retrieval MicroService]):::blue RER([Rerank MicroService]):::blue LLM([LLM MicroService]):::blue end subgraph DocSum-MegaService["DocSum MegaService "] direction LR LLM_D([LLM MicroService]):::blue end subgraph CodeGen-MegaService["CodeGen MegaService "] direction LR LLM_CG([LLM MicroService]):::blue end subgraph FaqGen-MegaService["FaqGen MegaService "] direction LR LLM_F([LLM MicroService]):::blue end subgraph UserInterface[" User Interface "] direction LR a([User Input Query]):::orchid Ingest([Ingest data]):::orchid UI([UI server<br>]):::orchid end TEI_RER{{Reranking service<br>}} TEI_EM{{Embedding service <br>}} VDB{{Vector DB<br><br>}} R_RET{{Retriever service <br>}} DP([Data Preparation MicroService]):::blue LLM_gen_C{{LLM Service <br>}} GW_C([ChatQnA GateWay<br>]):::orange LLM_gen_D{{LLM Service <br>}} GW_D([DocSum GateWay<br>]):::orange LLM_gen_CG{{LLM Service <br>}} GW_CG([CodeGen GateWay<br>]):::orange LLM_gen_F{{LLM Service <br>}} GW_F([FaqGen GateWay<br>]):::orange PR([Prompt Registry MicroService]):::blue CH([Chat History MicroService]):::blue MDB{{Mongo DB<br><br>}} %% Data Preparation flow %% Ingest data flow direction LR Ingest[Ingest data] --> UI UI --> DP DP <-.-> TEI_EM %% Questions interaction direction LR a[User Input Query] --> UI UI <--> GW_C GW_C <==> ChatQnA-MegaService EM ==> RET RET ==> RER RER ==> LLM %% Embedding service flow direction LR EM <-.-> TEI_EM RET <-.-> R_RET RER <-.-> TEI_RER LLM <-.-> LLM_gen_C direction LR %% Vector DB interaction R_RET <-.-> VDB DP <-.-> VDB %% Questions interaction direction LR UI --> GW_D GW_D <==> DocSum-MegaService %% Embedding service flow direction LR LLM_D <-.-> LLM_gen_D %% Questions interaction direction LR UI --> GW_CG GW_CG <==> CodeGen-MegaService %% Embedding service flow direction LR LLM_CG <-.-> LLM_gen_CG %% Questions interaction direction LR UI --> GW_F GW_F <==> FaqGen-MegaService %% Embedding service flow direction LR LLM_F <-.-> LLM_gen_F %% Questions interaction direction LR UI --> PR %% Embedding service flow direction LR PR <-.-> MDB %% Questions interaction direction LR UI --> CH %% Embedding service flow direction LR CH <-.-> MDB

🛠️ Key Features

💬 Chat with Documents

Engage in intelligent conversations with your documents using our advanced Retrieval-Augmented Generation (RAG) capabilities. Ask questions, receive relevant information, and gain insights from your documents in real-time!

📄 Content Summarization

Summarize lengthy documents or articles, enabling you to grasp key takeaways quickly. Save time and effort with our intelligent summarization feature!

❓ FAQ Generation

Effortlessly create comprehensive FAQs based on your documents. Ensure your users have access to the information they need with minimal effort!

💻 Code Generation

Boost your coding productivity by providing a description of the functionality you require. Our application generates corresponding code snippets, saving you valuable time and effort!

🎛️ User Context Management

Maintain a seamless workflow by managing your user’s context within the application. Our context management system keeps track of documents and chat history for a personalized experience.

🔐 Identity and Access Management

Utilizes the open-source platform Keycloak for single sign-on identity and access management. This ensures secure and convenient access to your productivity tools.

📚 Setup Guide