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Python agents
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Python agents — page 438 of 565
Unofficial python bindings for llm-rs. 🐍❤️🦀
Recursive self aggregation
Rust-backed performance metrics and request tracing
DEPRECATED — use pii-veil + pii-core instead. Reversible PII anonymization for Polish documents.
A safety+observability layer for LLM calls: policy guardrails, secret scanning, sanitization, schema validation, retries, budgets, and logs.
Framework-agnostic verb vocabulary for LLM agents
Salvage structured data from LLM responses that didn't follow instructions.
LLM plugin providing access to the free Samba models using the samba API
LLM plugin for models hosted by SambaNova
Microlib for sampling from an LLM
A library for advanced LLM sampling techniques
LLM Sandbox is a lightweight and portable sandbox environment designed to run large language model (LLM) generated code in a safe and isolated mode.
CLI + MCP server for detecting, classifying, and redacting embedded LLM agent instructions in documents, source code, and web pages.
Dynamic feature distillation framework for robust zero-shot LLM annotation.
Evidence-first, LLM-augmented static code analysis: graph indexing, MCP server, audit workflows
AI-powered task scheduler with natural language support
LLM-ify your JSON schemas
Fix broken JSON from Ollama, llama.cpp, vLLM. Auto-repair and offline validation.
Local debugger for LLM API calls — waterfall breakdown of TTFT, cost, and token speed
Lightweight observability and diagnostics for local and self-hosted LLMs (Ollama, FastAPI, OpenWebUI).I know I messed it up for both of us and I am sorry, she will understand.. you can go ahead and use the library.
Turn any webpage into structured data using LLMs
A collection of LLM utils
A toolkit for building an LLM from scratch
This is a python sdk for llm
Provider-agnostic SDK for LLMs with async support and plugin providers.
Gemini provider plugin for llm-sdk.
Small, clean Python SDK for OpenAI-compatible LLM APIs.
A Unified Command-Line Interface for Multiple LLMs
A new package is designed to facilitate secure and structured user interactions with language models by analyzing and extracting specific information from user-provided text. It uses pattern matching
A package for LLM security features
Cognitive Security Middleware - The 'Electronic Stability Program' (ESP) for Large Language Models. Bidirectional containment system with defense-in-depth architecture (6 validation layers), stateful tracking, and mathematical safety constraints. Validated against Unicode/encoding attacks, pattern evasion, multilingual/polyglot attacks (12+ languages including Basque, Maltese), and memory/session attacks. Protocol-based hexagonal architecture with LangChain integration.
AI-powered security code reviewer using a fine-tuned Qwen2.5-Coder LLM
A Python library for selecting the best LLM model based on user input using any LLM via LiteLLM
Multi-tier caching platform for LLM embeddings, semantic search, and graph-based conversation memory
Use sentence-transformers for embeddings with LLM
Runtime monitoring SDK for AI applications — detect prompt injections and adversarial attacks in production.
Unified AI reliability platform. One install, 12 diagnostic engines. Continuous monitoring, fault diagnosis, and compliance for LLM pipelines.
Microlib for converting LLM weights into sepweight format
An LLM inference solution to quickly deploy productive LLM service
A package to perform LLM inference in Solenium/Unergy HQ
A zero-configuration tool to automate web-based LLM interactions.
A Language Model Enhanced Command Line Interface
Safety and guardrails toolkit for LLM applications
Provider and client helpers for signed LLM transcript verification
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The SimilarityChecker module determines the similarity between two items.
SIREN: lightweight, plug-and-play guard models reading LLM internal representations, for harmful content and for agent trajectories.
Probe → Plan → Load. Universal model loader for multi-GPU LLM deployment.
Multi-provider AI chat interface supporting 9+ LLM providers (Anthropic, OpenAI, xAI, Cohere, Mistral, Perplexity, Gemini, HuggingFace, Groq)
輕量級 LLM 模型追蹤與自動替換 Decorator
Intelligent tool routing for LLMs with 95.8% reduction in context size
Smart memory management for LLM conversations - topic-aware compression that just works
SmolLM2-135M-Instruct.Q4_1 for LLM
LLM Sniffer - OpenAI-compatible reverse proxy with request/response inspector
Snow Globe multi-agent system for open-ended wargames with large language models
LLM-driven agent-based information diffusion simulation
LLM plugin for semantic sorting
A Python library that uses LLMs as comparators for semantic sorting.
A Python wrapper for managing OpenAI API and other LLM models.
Benchmark any LLM on any hardware. CLI for the llm-speed.com flywheel.
Track, visualize, and optimize LLM API spending. Two lines of code, zero config.
Track and limit LLM API spending in real-time. Drop-in middleware for OpenAI, Anthropic, Google, and any OpenAI-compatible API.
Utility to generate ChatGPT prompts for SQL writing, offering table structure snapshots and sample row data from Postgres and sqlite databases.
Generate Data from LLM easily using LLMKit
A comprehensive LLM tracing and monitoring library
Agent framework with tool calling for OpenAI, Anthropic, and Google
Python library for standardization, optimization and monitoring of LLM API calls
Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steer vectors
Streaming keyword guard for LLM output.
Real-time parser for LLM streaming responses with tag-based content extraction
A callback-driven, prefix-safe, lazy LLM stream sanitization library.
A brief description of my package
An llm plugin to add structured JSON output support to LLMs
Extract per-field confidence scores from LLM structured JSON outputs using token-level log-probabilities.
Constrain LLM generation to structured output, such as function calling and tool use
一个简单的HTTP客户端库,用于与结构化输出API交互
This package would process text input, such as a research paper title or abstract snippet, and generate a structured summary of the core idea or problem addressed. It uses an LLM to interpret the inpu
Practical tools for large language model study
Advanced subtitle translator with LLM support for converting SRT to bilingual ASS files using OpenAI, Gemini, or DeepSeek APIs
Universal tools for prompt engineering and LLM interactions.
Use an LLM to summarize paragraphs.
LLM Switch Module - 一個用於切換不同 LLM 提供商的模組
A provider-agnostic Python interface for routing generation calls across LiteLLM, OpenAI, Ollama, and Watsonx
Lightweight taint tracking for LLM pipelines — label secrets at entry, block them at unsafe sinks
LLM-to-LLM interview framework for evaluating conversational capabilities
lightweight library for building Trigger-Action programs with llm
A collection of preset efficient prompts packaged into LLM agents.
LLM Task Handler
A lightweight Python library for creating tasks and workflows with Large Language Models (LLMs) using prompt templates.
LLM plugin to interact with Tavily API
Call LLM as easily as calling a taxi.
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A standardized, file-based telemetry toolkit for LLM Agents.
Pass text through a chain of 20 LLM translations and watch the meaning drift
Instruction/chat prompts creation library for text generation LLMs. It supports local and Hugging Face models.
Load LLM templates from Fabric