Best model integration techniques tools in 2025

Spice.ai

Open-source data and AI inference engine for developers.

Vllm

Efficient engine for serving large language models with speed.

FinetuneDB

Quickly build and refine AI models with custom datasets.

Modelbit

Infrastructure-as-code for deploying machine learning models.

Agents-Flex

Framework for integrating and managing large language models.

liteLLM

Access over 100 language models with ease and reliability.

Fastn.ai (composable middleware)

Connect applications and data sources with ease.

NeuroCraft

Create and deploy custom neural networks without coding.

Rubra

Advanced language model with tool-calling capabilities for complex tasks.

LangChain

Framework for building intelligent applications using large language models.

Torch

A framework for scientific computing and machine learning.

Emly Labs

No-code platform for building AI solutions and enhancing engagement.