Fisor Builder
Research/data pipeline module converting natural language questions into structured datasets.
Fisor
Overview
Fisor Builder is the ingestion and processing engine for Fisor Analytics. It combines LLM reasoning (Cohere) with real-time web search (Perplexity) to iteratively generate sub-queries and build validated, structured datasets from open-ended questions.
Key Features
- Iterative Search Loop: Query -> Search -> Parse
- Sub-query Generation: Uses Cohere Command R+
- Real-time Data: Perplexity API integration
- Validation: Custom confidence and schema validators
- Performance: JSON/Redis caching and Prometheus metrics
Tools & Technologies
Python
Cohere API
Perplexity API
Docker
Redis