hassancs91/SimplerLLM
Simplify interactions with Large Language Models
Provides a unified API across 8+ LLM providers (OpenAI, Anthropic, Gemini, Cohere, DeepSeek, Ollama) with automatic failover, exponential backoff retry logic, and intelligent routing between models. Includes Pydantic-based structured JSON generation with validation, embeddings support (OpenAI, Voyage, Cohere), and local/Qdrant vector database integration for semantic search. Built-in tools handle PDF/DOCX loading, semantic chunking, and prompt templating across async-capable operations.
192 stars. Available on PyPI.
Stars
192
Forks
75
Language
Python
License
MIT
Category
Last pushed
Feb 10, 2026
Commits (30d)
0
Dependencies
25
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/transformers/hassancs91/SimplerLLM"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related models
avilum/minrlm
Token-efficient Recursive Language Model. 3.6x fewer tokens than vanilla LLMs. Data never enters...
kyegomez/SingLoRA
This repository provides a minimal, single-file implementation of SingLoRA (Single Matrix...
tylerelyt/LLM-Workshop
🌟 Learn Large Language Model development through hands-on projects and real-world implementations
gtausa197-svg/-Project-Nord-Spiking-Neural-Network-Language-Model
The first pure SNN language model trained from scratch with a fully original architecture. 144M...
NetEase-Media/grps_trtllm
Higher performance OpenAI LLM service than vLLM serve: A pure C++ high-performance OpenAI LLM...