Manyface
A scalable multi-agent chatbot platform built by a five-engineer Prograsec backend team over roughly a year, with low-latency streaming responses.
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
Delivered over roughly 12 months of ongoing work (a long-term engagement, not a one-off) as client work with no public deployment.
Built with
- Python
- FastAPI
- LangChain
- Vector Databases
- Docker
Delivered client work; no public deployment.
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