Manyface
Roughly a year of backend development by five Prograsec engineers on a multi-agent platform for proprietary data, contract workflows and streaming chat.
Our role: Five-engineer backend team, ~12 months
The challenge
A client needed a multi-agent chatbot platform that could query proprietary data, automate contracts, and hold live AI chats at scale.
What we did
A five-engineer Prograsec backend team built a multi-agent architecture with custom tool integration per agent, vector search over proprietary client data, contract-automation workflows, and low-latency streaming chat responses.
The result
A five-engineer Prograsec backend team delivered the client work over roughly 12 months. The engagement covered proprietary-data queries, contract workflows and streaming chat. There is no public deployment.
Built with
- Python
- FastAPI
- LangChain
- Vector Databases
- Docker
Delivered client work; no public deployment.
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Related service: AI development