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50 live results for ai

10.0 ai

Tensor Shard Node Handlers (node_handler/__init__.py)

Handles tensor sharding logic for various neural network operations during distributed model parallelization. Use this when implementing custom parallelization strategies for deep

ColossalAIpythonApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, fw:pytorch, tag:distributed, tag:tensor, tag:parallelism

10.0 ai

utils/ModelInfo.kt

ModelInfo.kt from JetBrains/koog

koogkotlinApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

Resources/AgentsContract.php

Defines the contract for managing OpenAI agents, allowing developers to perform CRUD operations and manage agent environments and sessions.

clientphpMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

ChunkCapacityError (text_splitter/chunk_size.rs)

Robust text chunking library with capacity validation and error handling.

xbergrustMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

trainers/__init__.py

Lazy-loaded trainer classes for the underthesea NLP library, enabling on-demand imports.

undertheseapythonApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

model/api-key-providers.ts

Configuration defining supported LLM API providers and their environment variables

feynmantypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

resolve_repetition_penalty (fun_asr_nano/vllm_utils.py)

Utility to adjust repetition penalty for vLLM prompt-embed mode.

FunASRpythonMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:embed-classified

10.0 ai

core/RunningMode.java

Enum defining running modes for MediaPipe vision tasks.

mediapipejavaApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

10.0 database

Memory Deduplication Result (dedup/DeduplicationResult.java)

Encapsulates deduplication outcomes, providing new entries and matched existing memory items to avoid duplicates.

memindjavaApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: database, ai, lang:java, tag:memory, tag:deduplication

10.0 ai

ChatCompletionContentPartTextSchema (llm/openaiSchemas.ts)

Defines Zod schemas for OpenAI Chat Completion content parts, including text, images, and audio, for use in OpenAPI-compliant LLM integrations.

trueforgetypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

Scalar Quantizer Training (scalar_quantizer/training.h)

Provides training algorithms for scalar quantizers to optimize range statistics. Use this when implementing vector quantization or compression for high-dimensional data search.

faisscMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, lang:cpp, tag:quantization, tag:faiss, tag:data-compression

10.0 testing

Memory Quality Gate Evaluator (evaluation/memory-quality-gate.ts)

Provides a deterministic, model-free scoring system to evaluate cross-session memory delivery performance. Reuse this to validate memory retrieval quality and latency in AI agent s

memorixtypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: testing, ai, lang:typescript, tag:performance

10.0 ai

AgentRunner (runner.ts)

@fileoverview Core conversation loop engine for open-multi-agent. {@link AgentRunner} is the heart of the framework. It handles: - Sending messages to the LLM adapter - Extracting

open-multi-agenttypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

Agents/AgentResponse.php

Maps OpenAI Agent API responses to typed PHP objects for easy access.

clientphpMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

chat/IChatService.java

Defines a chat service interface with SSE and streaming handler support.

ruoyi-aijavaMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

10.0 ai

FaultToleranceConfig (config/fault_tolerance.py)

Configuration for fault tolerance timeout in vLLM.

vllmpythonApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

10.0 ai

isOpenAIReasoningModel (openai/capability.ts)

Provides constants and helpers to determine OpenAI model capabilities based on name prefixes.

kimi-codetypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

10.0 ai

AI Agent Prompt Templates (prompts/templates.ts)

Contains standardized system prompt templates for AI agents and MCP server managers. Use these to enforce consistent interaction patterns and tool-calling structures in LLM-based a

mcp-usetypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.9 ai

whisper_context_params (include/whisper.h)

Public C API header for Whisper speech‑to‑text library, defining context, state, and processing functions.

whisper.cppcMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai

9.9 ai

MediaPipe Status Utilities (deps/status.h)

Provides status and error handling primitives for the MediaPipe framework. Use to manage operation results and error propagation in C++ AI pipelines.

mediapipecApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, lang:cpp, tag:error-handling, tag:framework

9.9 ai

Toolchain Type Definitions (types/toolchains.ts)

Defines TypeScript types and constants for managing toolchain configurations, sources, and resolution states in AI development environments.

deepchattypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, dev-tools, lang:typescript, tag:toolchain, tag:configuration

9.9 ai

models/index.ts

Acts as a central barrel file that exports all API data models and types for easy access across the application.

ApeRAGtypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai

9.9 ai

AI Reasoning Segment Processor (shared/interleavedReasoning.ts)

Handles incremental updates and boundary marking for AI reasoning streams. Use this to manage interleaved reasoning text segments in chat interfaces.

vmlxtypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, chat, realtime, lang:typescript

9.9 ai

UsageMetrics (types/usage_metrics.py)

Pydantic model for tracking token usage and request metrics.

crewaipythonMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, AI / Agents

9.9 ai

OpenAI Base URL Normalizer (openai/normalize-openai-base-url.ts)

Strips trailing '/v1' from OpenAI-compatible base URLs to prevent double API version segments in requests.

atomic-agenttypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, integration, tag:url, tag:normalization

9.9 ai

Tool (tools/base.py)

Base dataclass for agent tools, providing name, description, schema and execution contract.

claude-quickstartspythonMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, tag:embed-classified

9.9 ai

goal/index.ts

Exports GoalLoop plugin for iterative refinement in Strands Agents, enabling goal‑driven behavior.

harness-sdktypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, tag:embed-classified

9.9 ai

api/types.ts

Type definitions for API clients and data models.

oneclitypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai

9.9 integration

MCP Resources Capability Configuration (Protocol/ResourcesCapability.cs)

Represents the resources capability configuration for Model Context Protocol servers supporting subscriptions and list changes. Reuse when building MCP server integrations.

csharp-sdkcsharpApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: integration, ai, lang:csharp, tag:protocol, tag:json

9.9 ai

File Search Tool Call (runs/file_search_tool_call_delta.py)

Represents a delta update for a file search tool call in OpenAI threads. Use this when handling streaming responses from the OpenAI API.

openai-pythonpythonApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, integration, search, lang:python

9.9 ai

Usage (openai/common.go)

Module exposing: Usage, CompletionTokensDetails, PromptTokensDetails

swuecho/chatgoMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai

9.9 ai

Vellum Assistant Channel Types (channels/types.ts)

Defines types and guard utilities for communication channels and host proxy capabilities. Use when integrating messaging channels in AI assistants.

vellum-assistanttypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai, lang:typescript, tag:channels

9.9 ai

ParseModelRef (v13/model_ref.go)

ParseModelRef parses provider/model strings into ModelConfig structures for AI model configuration.

docker-agentgoApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value9.0

Tags: ai

9.8 ai

vulkan/vulkan_win32.h

Vulkan Win32 surface and memory extension definitions for Windows.

opencvcApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

9.8 ai

openproviders/types.ts

types.ts from ibelick/zola

zolatypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value8.0

Tags: ai

9.8 ai

AlertSeverity (agent_os/memory_guard.py)

Defines severity levels for memory poisoning alerts used by agent memory guard.

agent-governance-toolkitpythonMIT
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value8.0

Tags: ai

9.8 ai

llm/index.ts

Re-exports the LLM client library, providing a single entry point for LLM interactions.

atomic-agenttypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.8 ai

Ort (Headers/onnxruntime_c_api.h)

Header defining the C API for ONNX Runtime, exposing functions and types for model inference.

PhoneClawcApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

9.8 ai

opencv2/opencv.hpp

Convenience header that includes all OpenCV modules for easy use.

opencvcppApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, tag:knn-classified

9.8 analytics

Mnemon (__init__.py)

Mnemon -- execution caching and system learning for AI agents. Zero code changes. One import line. Gets smarter with every run. Saves tokens on every cache hit. Usage: import mnemo

MnemonpythonMIT
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: analytics, ai, tag:execution-cache, tag:agent-caching, tag:token-savings

9.8 integration

MCP Unsubscribe Request Parameters (Protocol/UnsubscribeRequestParams.cs)

Represents a message sent from the client to cancel resource update notifications from the server. Reuse when implementing the Model Context Protocol (MCP) in C# applications.

csharp-sdkcsharpApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality10.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value8.0

Tags: integration, ai, lang:csharp, tag:protocol, tag:json

9.8 ai

model/ModelEndpoint.java

Immutable record holding AI model endpoint details for in-process use.

matecloudjavaApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, AI / Agents

9.8 ai

openai/types.ts

TypeScript types for OpenAI chat completions.

librechattypescriptMIT
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.8 ai

ModelType (transformer/enums.py)

Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.

Megatron-LMpythonApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.8 ai

get_dimensions (embedding/dimensions.py)

Utility to determine embedding vector dimensions from model names.

PraisonAIpythonMIT
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.8 ai

Responses/UsageResponse.cs

Data transfer object for OpenAI image generation token usage metrics.

openaicsharpMIT
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai

9.8 ai

OpenAI Models Schema (openai/types.ts)

Zod schemas and types for validating OpenAI /v1/models API responses, including model list and individual model structure.

lacetypescriptApache-2.0
Score breakdown
  • Completeness10.0
  • Code quality9.0
  • Deployability10.0
  • Reusability10.0
  • Strategic value10.0

Tags: ai, database, lang:typescript, fw:zod, tag:validation