After a long delay I finally mustered up the courage to build the query ranking module. Some scary stuff. Here are the problems I’ve been facing whenever I start building this.
The ranking requires the table’s Foreign Key structure. Once the query generation is done, the recursive calls along with Javascript’s callbacks is a nightmare. Callbacks are being received even after sending the output. Some relations between the tables are discovered even after ranking.
For now, I have chosen packet for the trial server even though the cost is high. The specs are good (even for entry level containers) and I got some credits to work with initially.
So I setup the ssh keys for login and got to work.
The github repository for parsey mcparseface and syntaxnet is available here and it also lists out the steps required to setup syntaxnet and get it working.
Before I start building up the server for the application, I wanted to pen down the structure for the app. The structure is represented below.
Abbreviations:
WSA: Web Speech API (Speech to Text) NLP: Natural Language Processing Tool (Syntaxnet or Google Cloud NLP API) DIS: Database Indexed Search DDI: Database Dynamic Indexing DES: Database Exhaustive Search NES: NoSQL Database Elastic Search SFT: SQL Database Full Text Search