What needed to work better?
Internal knowledge can be distributed across documents and business systems. Staff need a practical way to find relevant information without manually searching every source.
INTERNAL TOOLS · RAG
Enterprise Knowledge Assistants
Find the relevant knowledge, then put it to work.
Knowledge assistants for HR, immigration, and enterprise workflows, combining document retrieval with connected tools and data access.
BUILT FOR
Teams working with internal policies, documents, and business information
THE IDEA BEHIND THE BUILD
Start with a real problem.
A connected way forward.
The implementations use retrieval-augmented generation to bring relevant context into a conversation. Depending on the implementation, tool integrations, private model options, and text-to-SQL extend the assistant beyond document search.
WHY IT MATTERS
Designed to make the work easier.
- A conversational route into company knowledge
- Relevant context before answer generation
- Connections to workflow-specific tools
WHAT THE PRODUCT DOES
The useful parts, explained.
Core capabilities that turn the idea into a practical product.
Document retrieval
Search the knowledge material relevant to the question.
Domain-specific assistants
Adapt the experience to HR and other internal workflows.
Connected tools
Use integrations where the workflow requires them.
Flexible deployments
The project work includes private-model and text-to-SQL options.
HOW IT COMES TOGETHER
Follow the workflow.
Select a step to see how the project moves from input to outcome.
STEP 01 / THE WORKFLOW
Connect knowledge
Prepare the relevant documents or data sources.
STEP 02 / THE WORKFLOW
Ask
Submit a domain-specific question.
STEP 03 / THE WORKFLOW
Retrieve context
Find the information needed for the response.
STEP 04 / THE WORKFLOW
Illustrative workflow overviewAssist
Return an answer or use the supported workflow tools.
THE PRODUCT
A closer look.
Explore the project visual in more detail.
BUILT WITH
The technology behind the work.
The stack behind this project and its connected workflow.
OpenAILangGraphLangChainAI AgentsRAGVector DB
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