LangChainException (langchain_core/exceptions.py)
Custom **exceptions** for LangChain.
Score breakdown
- Completeness10.0
- Code quality10.0
- Deployability10.0
- Reusability10.0
- Strategic value10.0
Tags: ai
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Custom **exceptions** for LangChain.
Tags: ai
Handles tensor sharding logic for various neural network operations during distributed model parallelization. Use this when implementing custom parallelization strategies for deep
Tags: ai, fw:pytorch, tag:distributed, tag:tensor, tag:parallelism
ModelInfo.kt from JetBrains/koog
Tags: ai
Defines the contract for managing OpenAI agents, allowing developers to perform CRUD operations and manage agent environments and sessions.
Tags: ai
Robust text chunking library with capacity validation and error handling.
Tags: ai
Lazy-loaded trainer classes for the underthesea NLP library, enabling on-demand imports.
Tags: ai
Configuration defining supported LLM API providers and their environment variables
Tags: ai
Utility to adjust repetition penalty for vLLM prompt-embed mode.
Tags: ai, tag:embed-classified
Enum defining running modes for MediaPipe vision tasks.
Tags: ai, tag:knn-classified
TypedDict parameter definition for clearing the input audio buffer in OpenAI's Realtime API. Reuse when building voice-enabled applications with OpenAI WebSockets.
Tags: ai, realtime, voice
Encapsulates deduplication outcomes, providing new entries and matched existing memory items to avoid duplicates.
Tags: database, ai, lang:java, tag:memory, tag:deduplication
Defines Zod schemas for OpenAI Chat Completion content parts, including text, images, and audio, for use in OpenAPI-compliant LLM integrations.
Tags: ai
Provides training algorithms for scalar quantizers to optimize range statistics. Use this when implementing vector quantization or compression for high-dimensional data search.
Tags: ai, lang:cpp, tag:quantization, tag:faiss, tag:data-compression
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
Tags: testing, ai, lang:typescript, tag:performance
@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
Tags: ai
Maps OpenAI Agent API responses to typed PHP objects for easy access.
Tags: ai
Defines a chat service interface with SSE and streaming handler support.
Tags: ai, tag:knn-classified
Configuration for fault tolerance timeout in vLLM.
Tags: ai, tag:knn-classified
Provides constants and helpers to determine OpenAI model capabilities based on name prefixes.
Tags: ai
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
Tags: ai
Public C API header for Whisper speech‑to‑text library, defining context, state, and processing functions.
Tags: ai
Provides status and error handling primitives for the MediaPipe framework. Use to manage operation results and error propagation in C++ AI pipelines.
Tags: ai, lang:cpp, tag:error-handling, tag:framework
Defines TypeScript types and constants for managing toolchain configurations, sources, and resolution states in AI development environments.
Tags: ai, dev-tools, lang:typescript, tag:toolchain, tag:configuration
Acts as a central barrel file that exports all API data models and types for easy access across the application.
Tags: ai
Handles incremental updates and boundary marking for AI reasoning streams. Use this to manage interleaved reasoning text segments in chat interfaces.
Tags: ai, chat, realtime, lang:typescript
Pydantic model for tracking token usage and request metrics.
Tags: ai, AI / Agents
Strips trailing '/v1' from OpenAI-compatible base URLs to prevent double API version segments in requests.
Tags: ai, integration, tag:url, tag:normalization
Base dataclass for agent tools, providing name, description, schema and execution contract.
Tags: ai, tag:embed-classified
Exports GoalLoop plugin for iterative refinement in Strands Agents, enabling goal‑driven behavior.
Tags: ai, tag:embed-classified
Type definitions for API clients and data models.
Tags: ai
Represents the resources capability configuration for Model Context Protocol servers supporting subscriptions and list changes. Reuse when building MCP server integrations.
Tags: integration, ai, lang:csharp, tag:protocol, tag:json
Represents a delta update for a file search tool call in OpenAI threads. Use this when handling streaming responses from the OpenAI API.
Tags: ai, integration, search, lang:python
Module exposing: Usage, CompletionTokensDetails, PromptTokensDetails
Tags: ai
Defines types and guard utilities for communication channels and host proxy capabilities. Use when integrating messaging channels in AI assistants.
Tags: ai, lang:typescript, tag:channels
Defines a typed dictionary for user-authored messages sent to the OpenAI chat completion API. Reuse when building integrations for OpenAI's chat models.
Tags: ai, dev-tools, chat, lang:python
ParseModelRef parses provider/model strings into ModelConfig structures for AI model configuration.
Tags: ai
Vulkan Win32 surface and memory extension definitions for Windows.
Tags: ai, tag:knn-classified
types.ts from ibelick/zola
Tags: ai
Defines severity levels for memory poisoning alerts used by agent memory guard.
Tags: ai
Re-exports the LLM client library, providing a single entry point for LLM interactions.
Tags: ai
Header defining the C API for ONNX Runtime, exposing functions and types for model inference.
Tags: ai, tag:knn-classified
Convenience header that includes all OpenCV modules for easy use.
Tags: ai, tag:knn-classified
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
Tags: analytics, ai, tag:execution-cache, tag:agent-caching, tag:token-savings
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.
Tags: integration, ai, lang:csharp, tag:protocol, tag:json
Immutable record holding AI model endpoint details for in-process use.
Tags: ai, AI / Agents
TypeScript types for OpenAI chat completions.
Tags: ai
Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
Tags: ai
Utility to determine embedding vector dimensions from model names.
Tags: ai
Data transfer object for OpenAI image generation token usage metrics.
Tags: ai
Zod schemas and types for validating OpenAI /v1/models API responses, including model list and individual model structure.
Tags: ai, database, lang:typescript, fw:zod, tag:validation