Tenacity
PulseAugur coverage of Tenacity — every cluster mentioning Tenacity across labs, papers, and developer communities, ranked by signal.
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Python library simplifies Ollama API integration with error handling
A Python library, ollama.py, has been developed to facilitate interactions with the Ollama large language model API. This library includes a client class that handles API requests, model availability checks, and structu…
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LangGraph and MCP: Switching to HTTP Transport for Remote Bots
The author encountered issues with a support bot built using LangGraph and MCP when deployed remotely, discovering that the default local stdio transport was unsuitable for inter-machine communication. To resolve this, …
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Developers build resilience for AI apps with circuit breakers and fallback chains
Developers can build more resilient AI-powered applications by implementing a circuit breaker pattern combined with a fallback chain. This approach stops requests to an LLM API once a failure threshold is met, preventin…
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Multi-agent system architecture for team AI adoption and integration
This article details the engineering architecture for building and integrating multi-agent systems, focusing on practical implementation for team-wide AI tool adoption. It emphasizes separating model and agent layers, e…
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AI developers can build resilient applications with model fallback logic
Developers can enhance the resilience of their AI applications by implementing fallback logic, which automatically switches to alternative language models when the primary choice encounters errors like rate limits or ti…