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Python agents
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Python agents — page 445 of 565
llmtest package
Anthropic provider for llmtest
CLI for llmtest
Core library for llmtest — Pydantic models, assertions, runners
pytest for LLM apps - test for grounding failures, prompt injection, safety, and regressions
Ollama provider for llmtest
OpenAI provider for llmtest
Production-quality performance validation and regression testing for LLM inference systems
pytest plugin for llmtest
A new package that helps developers integration-test AI and LLM applications by validating structured outputs. It takes a user's test scenario or prompt as input, sends it to an LLM, and uses pattern
LLM Tests
A simple llm library.
A framework for evaluating overthinking and basic reasoning capabilities of Large Language Models
Type-safe function registration and validation for LLM function calls
Count tokens and explore chat templates using HuggingFace tokenizers or OpenAI tiktoken
A package with useful functions for working with Large Language Models
Tools using ollama and torch that are easy and nice to have for working with local LLMs
LLM-powered system monitoring with real-time performance insights
A library for extracting topics from text documents using llms.
llm model process for pytorch
A lightweight LLM observability and evaluation framework.
Zero-config decorator for tracing LLM calls
Python bindings for LLMTrace — security-aware LLM observability
Lightweight structured tracing for LLM applications
LLMTracer: A tool to trace the execution of a program that uses LLMs and visualize the results.
Auto-track LLM cost, latency, and usage. Two lines of code, every provider.
End-to-end observability with built-in security guardrails.
A tool to view LLM call traces from JSONL log files.
Lightweight LLM observability. SQLite-based tracing with zero infrastructure.
Python bindings for LLMTrace — security-aware LLM observability
A concise description of your package.
A Python library for language detection and translation using langchain ChatModels
Text translator using OpenAI-like API.
CLI tool for preparing project data for LLM context
A package for LLM tricks
llmtune
Easy-to-use LLM fine-tuning framework
A lightweight, model-agnostic context engine for LLMs. Feed your model tasty context.
LLM URI Parsing.
Eval-Scope: Lightweight LLMs Evaluation Framework
A few utility classes for working with LLMs
LLM inference for power users.
Automatically find cheaper LLM alternatives while maintaining performance
Automatically find cheaper LLM alternatives while maintaining performance
command line tool to interact with LLM with vision
Oncoshot LLM validation framework
Security testing toolkit for LLM prompt injection vulnerabilities
Record and replay LLM API responses for fast, free, deterministic tests
LLM Hallucination & Drift Detection — Verify LLM outputs for accuracy, consistency, and reliability
Visualize how LLMs tokenize text
Command Line LLM with client-side tools support.
LLM vs. LLM: Simulates a rap battle or debate between two Large Language Models (LLMs)
Explore the answer-space for any prompt and any MLX-supported model.
An enterprise-grade LLM-based development framework, tools, and fine-tuned models
Track, tag, and report LLM API costs by feature, user, and model.
Python wrapper for the LLM Werewolf Rust binary.
Client library for LLM Whisperer
LLM-powered personal knowledge base — raw data goes in, an LLM compiles it into a structured, interlinked wiki
Standalone CLI for llmwiki — entity-based knowledge wiki compiled from any directory of text files.
Knowledge + Chat + Research Assistant - LLM-maintained knowledge bases with chat & general research capabilities
Lightweight multi-provider LLM client for Python
Lightweight Python SDK for the LLMWise multi-model API (chat, compare, blend, judge, failover).
Effortlessly harness the power of LLMs on Excel and DataFrames—seamless, smart, and efficient!
A lightweight Python toolkit for LLM text and image workflows with Ollama.
CLI for Automated article writing (Powered by GPT-3)
LLMX: A library for LLM Text Generation
Added azure GPT to the original foundation
XML parsing for LLM outputs
YAML-based LLM configuration and execution
llmz
Lightweight, extensible LLM toolkit: chat, embeddings, vector stores (Chroma, Milvus Lite).
Local-first AI agent orchestrator — manages llama.cpp, local models, and cloud APIs
lmcache_vllm: LMCache's wrapper for vllm
Thin proxy server for Claude Code and Laminar tracing
Add your description here
LM Studio-powered llms.txt generator based on DSPy tutorials.
Generate and update agent config files from LM Studio models for VS Code Copilot, OpenCode, Pi, and Codex.
Various llm agents (agent_chat, agent_tr, agent_ref, agent_imp, agent_comb) for translation
Anthropic provider for lmux
AWS Bedrock provider for lmux
Groq provider for lmux
OpenAI provider for lmux
A buyer-side HTTP 402 runtime and agent-commerce surface inspector for x402, L402, MPP, and open-web paid actions.
Storage → object.
Standalone agentic framework for local LLMs via Ollama — reliable tool calling, session persistence, and loop guards
Real-time AI agent cost monitoring and budget alerting for local development
Maturity-aware harness manager for local AI coding agents (Claude Code, Codex CLI, Copilot CLI). Audit, init, and refresh AGENTS.md / GROUNDING.md / CI on GitHub Actions / sandbox at the right S0–S3 stage; ships an installable skill.
Minimal experimental framework for building agents with local LLM deployments. Zero bloat, maximum simplicity.
LAO — Pilot Mode plus planner→coder→verifier→reviewer orchestration over LM Studio / OpenAI-compatible APIs: structured tools, permissions, skills, hierarchical memory, optional MCP, SQLite state, and optional per-plan Git.
RAG from documents in a local directory
Random request headers for local versions of browsers
A flask server for a chrome extension that querys llm models
Interface between LLMs and your data.
Local-LLM is a llama.cpp server in Docker with OpenAI Style Endpoints.
Find which local LLMs can run on your system
Converse with GPT4 LLM locally
Sentence embeddings from any local causal LLM, no fine-tuning.
Fine-tune an LLM with Unsloth