#Llm-framework

Showing 45 of 45 repositories tagged #llm-framework, ranked by stars

microsoft
microsoft
autogen

A programming framework for agentic AI

Score
100
โ˜… 59.6k โ‘‚ 9.0k +87/day
Python
The-Pocket
The-Pocket
PocketFlow-Tutorial-Codebase-Knowledge

Pocket Flow: Codebase to Tutorial

Score
67
โ˜… 12.4k โ‘‚ 1.4k +7/day
Python
The-Pocket
The-Pocket
PocketFlow

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

Score
33
โ˜… 10.9k โ‘‚ 1.2k +24/day
Python
Agenta-AI
Agenta-AI
agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

Score
100
โ˜… 4.3k โ‘‚ 565 +14/day
TypeScript
langroid
langroid
langroid

Harness LLMs with Multi-Agent Programming

Score
97
โ˜… 4.1k โ‘‚ 381 +2/day
Python
microsoft
microsoft
genaiscript

Automatable GenAI Scripting

Score
0
โ˜… 2.9k โ‘‚ 230 โ€”
TypeScript
HolmesGPT
HolmesGPT
holmesgpt

SRE Agent - CNCF Sandbox Project

Score
0
โ˜… 2.8k โ‘‚ 403 +6/day
Python
trypromptly
trypromptly
LLMStack

No-code multi-agent framework to build LLM Agents, workflows and applications with your data

Score
79
โ˜… 2.3k โ‘‚ 347 โ€”
Python
microsoft
microsoft
aici

AICI: Prompts as (Wasm) Programs

Score
0
โ˜… 2.1k โ‘‚ 84 โ€”
Rust
SqueezeAILab
SqueezeAILab
LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

Score
73
โ˜… 1.9k โ‘‚ 133 โ€”
Python
shcherbak-ai
shcherbak-ai
contextgem

ContextGem: Effortless LLM extraction from documents

Score
94
โ˜… 1.9k โ‘‚ 159 +1/day
Python
xingyaoww
xingyaoww
code-act

Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

Score
70
โ˜… 1.7k โ‘‚ 140 +1/day
Python
Scale3-Labs
Scale3-Labs
langtrace

Langtrace ๐Ÿ” is an open-source, Open Telemetry based end-to-end observability tool for LLM applications, providing real-time tracing, evaluations and metrics for popular LLMs, LLM frameworks, vectorDBs and more.. Integrate using Typescript, Python. ๐Ÿš€๐Ÿ’ป๐Ÿ“Š

Score
82
โ˜… 1.2k โ‘‚ 124 +2/day
TypeScript
ovg-project
ovg-project
kvcached

Virtualized Elastic KV Cache for Dynamic GPU Sharing and Beyond

Score
91
โ˜… 1.1k โ‘‚ 122 +1/day
Python
promptise-com
promptise-com
Foundry

The foundation layer for agentic intelligence.

Score
0
โ˜… 854 โ‘‚ 129 +1/day
Python
Maximilian-Winter
Maximilian-Winter
llama-cpp-agent

The llama-cpp-agent framework is a tool designed for easy interaction with Large Language Models (LLMs). Allowing users to chat with LLM models, execute structured function calls and get structured output. Works also with models not fine-tuned to JSON output and function calls.

Score
85
โ˜… 648 โ‘‚ 71 โ€”
Python
yinizhilian
yinizhilian
ICLR2025-Papers-with-Code

ๅކๅนดICLR่ฎบๆ–‡ๅ’Œๅผ€ๆบ้กน็›ฎๅˆ้›†๏ผŒๅŒ…ๅซICLR2021ใ€ICLR2022ใ€ICLR2023ใ€ICLR2024ใ€ICLR2025.

Score
0
โ˜… 588 โ‘‚ 32 +1/day
gensx-inc
gensx-inc
gensx

The TypeScript framework for agents & workflows with react-like components. Lightning fast dev loop. Easy to learn. Easy to extend.

Score
61
โ˜… 525 โ‘‚ 24 +1/day
TypeScript
expectedparrot
expectedparrot
edsl

Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.

Score
88
โ˜… 475 โ‘‚ 75 +2/day
Python
palico-ai
palico-ai
palico-ai

Build, Improve Performance, and Productionize your AI Application

Score
33
โ˜… 343 โ‘‚ 28 โ€”
TypeScript
axar-ai
axar-ai
axar

Minimal typescript agent framework that keeps it simple and gives you control - no BS

Score
58
โ˜… 162 โ‘‚ 14 โ€”
TypeScript
r-uby-dev
r-uby-dev
llm

Ruby's capable AI runtime

Score
67
โ˜… 136 โ‘‚ 6 โ€”
Ruby
cyberark
cyberark
agentwatch

A powerful AI observability framework that provides comprehensive insights into agent interactions across platforms, enabling developers to monitor, analyze, and optimize AI-driven applications with minimal integration effort.

Score
0
โ˜… 121 โ‘‚ 10 โ€”
Python
Nayjest
Nayjest
ai-microcore

A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

Score
64
โ˜… 106 โ‘‚ 7 โ€”
Python
swarmauri
swarmauri
swarmauri-sdk

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Score
76
โ˜… 104 โ‘‚ 49 โ€”
Python
OpenSQZ
OpenSQZ
MegatronApp

Toolchain built around the Megatron-LM for Distributed Training

Score
55
โ˜… 96 โ‘‚ 5 โ€”
Python
playbooks-ai
playbooks-ai
playbooks

โ–ถ๐Ÿ“š Playbooks is a semantic programming system for AI agents

Score
48
โ˜… 92 โ‘‚ 15 โ€”
Python
nbonamy
nbonamy
multi-llm-ts

A Typescript library to use LLM providers APIs in a unified way.

Score
45
โ˜… 83 โ‘‚ 9 โ€”
TypeScript
NiJingzhe
NiJingzhe
SimpleLLMFunc

A simple and well-tailored LLM application framework that enables you to seamlessly integrate LLM capabilities in the most "Code-Centric" and "Context-Centric" manner. LLM As Function, Prompt As Code.

Score
39
โ˜… 77 โ‘‚ 5 โ€”
Python
aws-samples
aws-samples
deploy-langfuse-on-ecs-with-fargate

Self-hosting Langfuse on Amazon ECS with Fargate using CDK Python

Score
24
โ˜… 77 โ‘‚ 20 โ€”
Python
hanyeol
hanyeol
model-compose

Portable AI runtime inspired by docker-compose. Compose agents, RAG pipelines, and MCP servers in one YAML file and run them anywhere.

Score
42
โ˜… 75 โ‘‚ 3 โ€”
Python
shyftlabs
shyftlabs
continuum

Continuum โ€” the agent runtime by ShyftLabs. Build, orchestrate, ship.

Score
52
โ˜… 75 โ‘‚ 8 โ€”
Python
azminewasi
azminewasi
Awesome-LLMs-ICLR-24

It is a comprehensive resource hub compiling all LLM papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

Score
15
โ˜… 72 โ‘‚ 5 +1/day
adlumal
adlumal
GoalChain

GoalChain for goal-orientated LLM conversation flows

Score
12
โ˜… 71 โ‘‚ 4 โ€”
Python
HenryHengLUO
HenryHengLUO
Retrieval-Augmented-Generation-Intro-Project

This project aims to introduce and demonstrate the practical applications of RAG using Python code in a Jupyter Notebook environment.

Score
27
โ˜… 69 โ‘‚ 27 +1/day
Jupyter Notebook
fsprojects
fsprojects
Furnace

Production-grade ML - F# power & precision guiding Torch performance

Score
100
โ˜… 59 โ‘‚ 5 โ€”
F#
briland
briland
LLM-security-and-privacy

LLM security and privacy

Score
9
โ˜… 54 โ‘‚ 6 โ€”
TeX
sugarcane-ai
sugarcane-ai
sugarcane-ai

npm like package ecosystem for Prompts ๐Ÿค–

Score
18
โ˜… 52 โ‘‚ 14 โ€”
TypeScript
AiFlowSolutions
AiFlowSolutions
MADS

A framework that uses multi-agents to enable users to perform a systematic data science pipeline with just two inputs.

Score
0
โ˜… 45 โ‘‚ 8 โ€”
Python
AmanPriyanshu
AmanPriyanshu
GeneticPromptLab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

Score
6
โ˜… 34 โ‘‚ 4 โ€”
Python
genia-dev
genia-dev
vibraniumdome

LLM Security Platform.

Score
3
โ˜… 28 โ‘‚ 5 โ€”
Python
SynapseKit
SynapseKit
SynapseKit

Minimal, async-first Python framework for production LLM apps- 2 hard deps, no magic, no SaaS.

Score
36
โ˜… 20 โ‘‚ 21 โ€”
Python
lydakis
lydakis
alloy

Python for logic. English for intelligence.

Score
30
โ˜… 18 โ‘‚ 0 โ€”
Python
Frozen-Archive
Frozen-Archive
AI_Cactus

Cactus AI framework plugin for UE5 to run local LLMs at runtime. https://github.com/cactus-compute/cactus

Score
0
โ˜… 17 โ‘‚ 1 โ€”
C++
The-Pocket
The-Pocket
PocketFlow-Zig

Pocket Flow: A minimalist LLM framework. Let Agents build Agents!

Score
21
โ˜… 15 โ‘‚ 1 โ€”
Zig
Related Topics
#llm#ai#llm-agent#agents#llms#openai#llmops#prompt-engineering#rag#generative-ai#agent-framework#python

ยฉ 2026 GitRepoTrend ยท GitHub repositories by topic ยท Updated weekly