AI/ML●●●Banger
IA-SQL – Postgres compiles your documents into a wiki with an LLM
Compiles documents at ingest time inside Postgres instead of querying via RAG.
Big BrainWizardry
feers77
212mo ago
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GitHub Repository
filtersql library for AI, Datatables and frontend applications
2 starsPython
filtersql – A Dependency-Free JSON-to-SQL Compiler for LLMs and WebAPIs
by fthiella·Jul 24, 2026·2 points·1 comment
AI Analysis
●●SolidBig BrainSolve My Problem
Deterministic JSON-to-SQL compiler that beats ORM overhead for LLM agents.
Strengths
- •Stateless design avoids ORM complexity while ensuring fully parameterized, injection-safe queries.
- •Native support for keyset pagination solves the performance pitfalls of OFFSET in large datasets.
- •Driver-agnostic output works seamlessly with psycopg2, sqlite3, or any standard Python DB library.
Weaknesses
- •LLM-generated JSON often struggles with strict schema adherence, risking runtime compilation errors.
- •Competes with established query builders like SQLAlchemy Core or Django ORM filter expressions.
Category
Target Audience
Backend developers building LLM agents or DataTables backends
Similar To
SQLAlchemy Core · Django ORM · Prisma
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